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Dacheng Tao

  1. Pangu Pro MoE: Mixture of Grouped Experts for Efficient Sparsity
    2025/05/27 by Yehui Tang, Tang, Yehui, Xiaosong Li +41 · 22 voices · 3 citations
    #cs.CL
  2. A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications
    2020/01/20 by Jie Gui, Gui, Jie, Zhenan Sun +7 · 2 voices · 25 citations
    Computer Science · #cs.LG #stat.ML
  3. Knowledge Distillation: A Survey
    2021/03/22 by Jianping Gou, Baosheng Yu, Stephen J. Maybank +1 · 148 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
  4. ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering
    2019/06/06 by Yu Zhou, Dejing Xu, Yu, Zhou +11 · 70 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
  5. ST-P3: End-to-end Vision-based Autonomous Driving via Spatial-Temporal Feature Learning
    2022/07/15 by Shengchao Hu, Li Chen, Hu, Shengchao +9 · 68 citations
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Neural Network Applications #Reinforcement Learning in Robotics
  6. A Survey on Vision Transformer
    2023/01/01 by Kai Han, Yunhe Wang, Hanting Chen +10 · 74 citations
  7. Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
    2024/12/24 by Huanjin Yao, Jiaxing Huang, Yao, Huanjin +19 · 3 voices · 36 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #cs.AI #cs.CV
  8. Deep Ordinal Regression Network for Monocular Depth Estimation
    2018/06/06 by Huan Fu, Fu, Huan, Mingming Gong +7 · 40 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Optical measurement and interference techniques
  9. 3D-FUTURE: 3D Furniture shape with TextURE
    2020/09/21 by Huan Fu, Fu, Huan, Rongfei Jia +11 · 43 citations
    Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  10. VanillaNet: the Power of Minimalism in Deep Learning
    2023/05/22 by Hanting Chen, Chen, Hanting, Yunhe Wang +5 · 1 voice · 5 citations
    Computer Science · Neuroscience · Medicine · #Advanced Neural Network Applications #EEG and Brain-Computer Interfaces #COVID-19 diagnosis using AI
  11. A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends
    2023/01/13 by Jie Gui, Gui, Jie, Tuo Chen +10 · 44 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
  12. A Survey on Multi-view Learning
    2013/04/20 by Chang Xu, Dacheng Tao, Xu, Chang +3 · 26 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Text and Document Classification Technologies
  13. AdaMerging: Adaptive Model Merging for Multi-Task Learning
    2023/10/04 by Enneng Yang, Zhenyi Wang, Yang, Enneng +11 · 48 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Multimodal Machine Learning Applications
  14. Unifying Flow, Stereo and Depth Estimation
    2022/11/10 by Haofei Xu, Jing Zhang, Xu, Haofei +11 · 36 citations
    Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Enhancement Techniques
  15. One for All: Towards Training One Graph Model for All Classification Tasks
    2023/09/29 by Hao Liu, Jiarui Feng, Liu, Hao +11 · 39 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  16. Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models
    2024/08/28 by Wenbin Wang, Wang, Wenbin, Liang Ding +11 · 49 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  17. A Survey on Knowledge Distillation of Large Language Models
    2024/02/20 by Xiaohan Xu, Xu, Xiaohan, Ming Li +15 · 39 citations
    Computer Science · #Topic Modeling
  18. Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities
    2024/08/14 by Yang, Enneng, Shen Li, Guibing Guo +10 · 46 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
  19. Generating Holistic 3D Human Motion from Speech
    2022/12/08 by Hongwei Yi, Yi, Hongwei, Hualin Liang +13 · 23 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Graphics (cs.GR) #Human Motion and Animation #Human Pose and Action Recognition
  20. Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping
    2024/02/29 by Jianbin Zheng, Zheng Jianbin, Zheng, Jianbin +13 · 1 voice · 9 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image and Video Retrieval Techniques #Cell Image Analysis Techniques #Domain Adaptation and Few-Shot Learning #cs.CV
  21. AP-10K: A Benchmark for Animal Pose Estimation in the Wild
    2021/08/28 by Hang Yu, Yufei Xu, Yu, Hang +9 · 17 citations
    Computer Science · #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  22. Learning Affordance Grounding from Exocentric Images
    2022/03/18 by Hongchen Luo, Wei Zhai, Luo, Hongchen +7 · 16 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Advanced Vision and Imaging #Human Pose and Action Recognition
  23. Heterogeneous Federated Learning: State-of-the-art and Research Challenges
    2023/07/20 by Mang Ye, Ye, Mang, Xiuwen Fang +7 · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  24. FreDF: Learning to Forecast in the Frequency Domain
    2024/02/04 by Hao Wang, Licheng Pan, Wang, Hao +15 · 23 citations
    Computer Science · #Neural Networks and Applications #Advanced Computational Techniques and Applications
  25. ViTPose++: Vision Transformer for Generic Body Pose Estimation
    2022/12/07 by Yufei Xu, Jing Zhang, Xu, Yufei +5 · 16 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  26. Semantically Self-Aligned Network for Text-to-Image Part-aware Person Re-identification
    2021/07/27 by Zefeng Ding, Changxing Ding, Ding, Zefeng +5 · 13 citations
    Computer Science · #Video Surveillance and Tracking Methods #Face recognition and analysis #Human Pose and Action Recognition
  27. TriDet: Temporal Action Detection with Relative Boundary Modeling
    2023/03/13 by Dingfeng Shi, Shi, Dingfeng, Yujie Zhong +9 · 16 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Video Surveillance and Tracking Methods
  28. Representation Surgery for Multi-Task Model Merging
    2024/02/05 by Enneng Yang, Li Shen, Yang, Enneng +11 · 21 citations
    Engineering · #Anatomy and Medical Technology
  29. Large Language Model Agent: A Survey on Methodology, Applications and Challenges
    2025/03/27 by Junyu Luo, Weizhi Zhang, Luo, Junyu +47 · 46 citations
    Computer Science · #Topic Modeling
  30. InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling
    2024/02/14 by Yuchun Miao, Sen Zhang, Miao, Yuchun +9 · 22 citations
    Engineering · Computer Science · #Safety Systems Engineering in Autonomy #Software Engineering Research #Information and Cyber Security
  31. Visual Compositional Learning for Human-Object Interaction Detection
    2020/07/24 by Zhi Hou, Hou, Zhi, Xiaojiang Peng +5 · 12 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  32. Revisiting Catastrophic Forgetting in Large Language Model Tuning
    2024/06/07 by Hongyu Li, Li, Hongyu, Liang Ding +5 · 22 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  33. APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking
    2022/06/12 by Yuxiang Yang, Junjie Yang, Yang, Yuxiang +9 · 13 citations
    Computer Science · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Wildlife Ecology and Conservation
  34. Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks
    2023/02/17 by Zheng Xu, Zheng, Xu, Yexin Liu +13 · 15 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications
  35. Bridging Composite and Real: Towards End-to-end Deep Image Matting
    2020/10/30 by Jizhizi Li, Li, Jizhizi, Jing Zhang +5 · 10 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Visual Attention and Saliency Detection #electronic engineering #information engineering
  36. Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt
    2024/06/06 by Zonghao Ying, Ying, Zonghao, Aishan Liu +11 · 23 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Forensic and Genetic Research
  37. Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning
    2022/03/17 by Lin Zhang, Li Shen, Zhang, Lin +7 · 11 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques #Recommender Systems and Techniques
  38. QAOA-in-QAOA: solving large-scale MaxCut problems on small quantum machines
    2022/05/24 by Z.-F. Zhou, Yuxuan Du, Zhou, Zeqiao +5 · 11 citations
    Computer Science · #Quantum Computing Algorithms and Architecture #Cloud Computing and Resource Management #Complexity and Algorithms in Graphs
  39. Deepfake Generation and Detection: A Benchmark and Survey
    2024/03/26 by Gan Pei, Jiangning Zhang, Pei, Gan +16 · 16 citations
    Computer Science · #Digital Media Forensic Detection
  40. Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning
    2023/02/06 by Yibo Yang, Yang, Yibo, Haobo Yuan +9 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  41. RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model
    2023/09/02 by Fengxiang Bie, Yibo Yang, Bie, Fengxiang +23 · 14 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  42. Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning
    2023/03/15 by Haoyu He, He, Haoyu, Jianfei Cai +7 · 12 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG)
  43. Penalized Proximal Policy Optimization for Safe Reinforcement Learning
    2022/05/24 by Linrui Zhang, Li Shen, Zhang, Linrui +11 · 10 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
  44. Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping
    2018/09/16 by Huan Fu, Fu, Huan, Mingming Gong +9 · 7 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques #Image Processing Techniques and Applications
  45. Merging Multi-Task Models via Weight-Ensembling Mixture of Experts
    2024/02/01 by Anke Tang, Li Shen, Tang, Anke +9 · 14 citations
    Computer Science · Social Sciences · #Mobile Crowdsensing and Crowdsourcing #Human Mobility and Location-Based Analysis #Recommender Systems and Techniques
  46. A Survey on Transformer Compression
    2024/02/05 by Yehui Tang, Yunhe Wang, Tang, Yehui +11 · 14 citations
    Engineering · #Power Transformer Diagnostics and Insulation #Induction Heating and Inverter Technology #Vibration and Dynamic Analysis
  47. ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias
    2021/06/07 by Yufei Xu, Xu, Yufei, Qiming Zhang +5 · 8 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  48. SynFace: Face Recognition with Synthetic Data
    2021/08/18 by Haibo Qiu, Qiu, Haibo, Baosheng Yu +9 · 8 citations
    Computer Science · #Face recognition and analysis #Face and Expression Recognition #Video Surveillance and Tracking Methods
  49. Parameter Efficient Multi-task Model Fusion with Partial Linearization
    2023/10/07 by Anke Tang, Tang, Anke, Li Shen +13 · 12 citations
    Computer Science · Engineering · #Neural Networks and Applications #Fault Detection and Control Systems
  50. SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters
    2022/10/09 by Shwai He, He, Shwai, Liang Ding +7 · 9 citations
    Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Topic Modeling #Advanced Neural Network Applications
  51. Recent Advances for Quantum Neural Networks in Generative Learning
    2022/06/07 by Jinkai Tian, Tian, Jinkai, Xiaoyu Sun +25 · 9 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
  52. DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers
    2022/04/27 by Xianing Chen, Chen, Xianing, Qiong Cao +9 · 8 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  53. Revisiting Demonstration Selection Strategies in In-Context Learning
    2024/01/22 by Keqin Peng, Peng, Keqin, Liang Ding +11 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  54. Pruning Self-attentions into Convolutional Layers in Single Path
    2021/11/23 by Haoyu He, He, Haoyu, Jianfei Cai +11 · 7 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG)
  55. MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
    2024/03/20 by Di Wang, Wang, Di, Jing Zhang +19 · 13 citations
    Social Sciences · Computer Science · #Geographic Information Systems Studies #Constraint Satisfaction and Optimization #Distributed and Parallel Computing Systems
  56. Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation
    2024/01/31 by Maoyuan Ye, Ye, Maoyuan, Jing Zhang +13 · 10 citations
    Computer Science · #Web Data Mining and Analysis #Advanced Text Analysis Techniques #Text and Document Classification Technologies
  57. SafeBench: A Safety Evaluation Framework for Multimodal Large Language Models
    2024/10/24 by Zonghao Ying, Aishan Liu, Ying, Zonghao +11 · 17 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  58. HandRefiner: Refining Malformed Hands in Generated Images by Diffusion-based Conditional Inpainting
    2023/11/29 by Wenquan Lu, Yufei Xu, Lu, Wenquan +7 · 1 voice · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  59. Triplet-Based Deep Hashing Network for Cross-Modal Retrieval
    2019/04/04 by Cheng Deng, Deng, Cheng, Zhaojia Chen +7 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Video Surveillance and Tracking Methods #Video Analysis and Summarization
  60. Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models
    2025/02/16 by Zonghao Ying, Deyue Zhang, Ying, Zonghao +17 · 22 citations
    Computer Science · Psychology · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Deception detection and forensic psychology #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
  61. Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things
    2020/11/17 by Jing Zhang, Dacheng Tao, Zhang, Jing +1 · 6 citations
    Computer Science · #IoT and Edge/Fog Computing #Context-Aware Activity Recognition Systems #Anomaly Detection Techniques and Applications
  62. CktGNN: Circuit Graph Neural Network for Electronic Design Automation
    2023/08/31 by Zehao Dong, Weidong Cao, Dong, Zehao +9 · 9 citations
    Engineering · Materials Science · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning in Materials Science #VLSI and FPGA Design Techniques
  63. Nighttime Dehazing with a Synthetic Benchmark
    2020/08/10 by Jing Zhang, Yang Cao, Zhang, Jing +5 · 5 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods #electronic engineering #information engineering
  64. FedSpeed: Larger Local Interval, Less Communication Round, and Higher Generalization Accuracy
    2023/02/21 by Yan Sun, Li Shen, Sun, Yan +7 · 7 citations
    Computer Science · #Age of Information Optimization #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  65. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
    2025/04/22 by Kun Wang, Wang, Kun, Guibin Zhang +193 · 30 citations
    Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
  66. Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities
    2022/04/15 by Chuang Liu, Yibing Zhan, Liu, Chuang +13 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Cloud Computing and Resource Management #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  67. Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?
    2022/03/17 by Yibo Yang, Shixiang Chen, Yang, Yibo +9 · 6 citations
    Computer Science · Engineering · #Imbalanced Data Classification Techniques #Infrastructure Maintenance and Monitoring #Domain Adaptation and Few-Shot Learning
  68. DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training
    2022/06/01 by Rongji Dai, Dai, Rong, Li Shen +7 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  69. A Survey on Gradient Inversion: Attacks, Defenses and Future Directions
    2022/06/15 by Rui Zhang, Song Guo, Zhang, Rui +7 · 6 citations
    Computer Science · Engineering · Medicine · #Adversarial Robustness in Machine Learning #Boron Compounds in Chemistry #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG)
  70. Toward Real-world Single Image Deraining: A New Benchmark and Beyond
    2022/06/11 by Wei Li, Qiming Zhang, Li, Wei +9 · 6 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  71. Deep Automatic Natural Image Matting
    2021/07/15 by Jizhizi Li, Jing Zhang, Li, Jizhizi +3 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Visual Attention and Saliency Detection
  72. Exploring the Relationship between Architecture and Adversarially Robust Generalization
    2022/09/28 by Aishan Liu, Shiyu Tang, Liu, Aishan +10 · 8 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG)
  73. A Survey on Self-Evolution of Large Language Models
    2024/04/22 by Zhengwei Tao, Ting-En Lin, Tao, Zhengwei +16 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  74. Contrastive Boundary Learning for Point Cloud Segmentation
    2022/03/10 by Liyao Tang, Yibing Zhan, Tang, Liyao +7 · 5 citations
    Earth and Planetary Sciences · Environmental Science · Engineering · #3D Surveying and Cultural Heritage #Remote Sensing and LiDAR Applications #3D Shape Modeling and Analysis
  75. A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models
    2024/06/20 by Xincheng Shuai, Shuai, Xincheng, Henghui Ding +9 · 10 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  76. Dynamic Focus-aware Positional Queries for Semantic Segmentation
    2022/04/04 by Haoyu He, Jianfei Cai, He, Haoyu +11 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  77. On the learnability of quantum neural networks
    2020/07/24 by Yuxuan Du, Du, Yuxuan, Min-Hsiu Hsieh +7 · 4 citations
    Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
  78. Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety
    2025/02/02 by Xingjun Ma, Ma, Xingjun, Yifeng Gao +88 · 20 citations
    Health Professions · Decision Sciences · Engineering · #Occupational Health and Safety Research #Risk and Safety Analysis #Safety Systems Engineering in Autonomy
  79. Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach
    2022/10/11 by Peng Mi, Li Shen, Mi, Peng +11 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Optimization and Control (math.OC)
  80. Training Robust Deep Neural Networks via Adversarial Noise Propagation
    2019/09/19 by Aishan Liu, Xianglong Liu, Liu, Aishan +9 · 5 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG)
  81. Unified Discrete Diffusion for Simultaneous Vision-Language Generation
    2022/11/27 by Minghui Hu, Chuanxia Zheng, Hu, Minghui +13 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  82. Diff-Font: Diffusion Model for Robust One-Shot Font Generation
    2022/12/12 by Haibin He, He, Haibin, Xinyuan Chen +11 · 5 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Human Motion and Animation #Video Analysis and Summarization
  83. A Comprehensive Survey and Taxonomy on Single Image Dehazing Based on Deep Learning
    2021/06/07 by Jie Gui, Gui, Jie, Xiaofeng Cong +13 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Image Enhancement Techniques #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  84. UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather
    2024/04/08 by Haimei Zhao, Zhao, Haimei, Jing Zhang +7 · 7 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  85. Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion
    2023/12/11 by Anke Tang, Tang, Anke, Luo, Xianglin +11 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
  86. Vision Transformer with Quadrangle Attention
    2023/03/27 by Qiming Zhang, Jing Zhang, Zhang, Qiming +5 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #Advanced Image and Video Retrieval Techniques
  87. DB-LLM: Accurate Dual-Binarization for Efficient LLMs
    2024/02/19 by Hong Chen, Chen, Hong, Chengtao Lv +19 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Digital Rights Management and Security #Text and Document Classification Technologies
  88. Dynamic Parallel Tree Search for Efficient LLM Reasoning
    2025/02/22 by Yifu Ding, Wentao Jiang, Ding, Yifu +21 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Digital Rights Management and Security #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
  89. Image-Question-Answer Synergistic Network for Visual Dialog
    2019/02/26 by Dalu Guo, Chang Xu, Guo, Dalu +3 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  90. Rethinking Portrait Matting with Privacy Preserving
    2022/03/31 by Sihan Ma, Jizhizi Li, Ma, Sihan +7 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  91. Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval
    2018/04/04 by Chao Li, Cheng Deng, Li, Chao +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Surveillance and Tracking Methods
  92. Revisiting Knowledge Distillation for Autoregressive Language Models
    2024/02/19 by Qihuang Zhong, Zhong, Qihuang, Liang Ding +9 · 6 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  93. ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding
    2024/02/19 by Qihuang Zhong, Zhong, Qihuang, Liang Ding +7 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  94. AdderSR: Towards Energy Efficient Image Super-Resolution
    2020/09/18 by Dehua Song, Song, Dehua, Yunhe Wang +9 · 4 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  95. Diffusion Model-Based Video Editing: A Survey
    2024/06/26 by Wenhao Sun, Rong-Cheng Tu, Sun, Wenhao +5 · 7 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimedia Communication and Technology #Video Analysis and Summarization
  96. VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search
    2025/04/12 by Yikun Wang, Wang, Yikun, Siyin Wang +13 · 13 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation
  97. SCOP: Scientific Control for Reliable Neural Network Pruning
    2020/10/21 by Yehui Tang, Yunhe Wang, Tang, Yehui +11 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  98. Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing
    2020/12/25 by Jun Yu, Yu, Jun, Hao Zhou +5 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Video Analysis and Summarization
  99. UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
    2025/06/16 by Zhucun Xue, Jiangning Zhang, Xue, Zhucun +19 · 16 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Coding and Compression Technologies
  100. One-Shot Affordance Detection
    2021/06/28 by Hongchen Luo, Luo, Hongchen, Wei Zhai +7 · 3 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Image Processing Techniques and Applications #Domain Adaptation and Few-Shot Learning
  101. Improving the Model Consistency of Decentralized Federated Learning
    2023/02/08 by Yifan Shi, Shi, Yifan, Li Shen +11 · 4 citations
    Computer Science · Social Sciences · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  102. The dilemma of quantum neural networks
    2021/06/09 by Xinbiao Wang, Qian, Yang, Wang, Xinbiao +6 · 3 citations
    Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
  103. Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases
    2024/02/13 by Ziyi Zhang, Zhang, Ziyi, Sen Zhang +9 · 5 citations
    Economics, Econometrics and Finance · #Computer Vision and Pattern Recognition (cs.CV) #Economic Policies and Impacts #FOS: Computer and information sciences #Machine Learning (cs.LG)
  104. Learning Student Networks via Feature Embedding
    2018/12/17 by Hanting Chen, Chen, Hanting, Yunhe Wang +7 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning and ELM
  105. FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis
    2021/12/02 by Yu Feng, Feng, Yu, Benteng Ma +9 · 3 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Autopsy Techniques and Outcomes #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
  106. Harnessing Perceptual Adversarial Patches for Crowd Counting
    2021/09/16 by Shunchang Liu, Jiakai Wang, Liu, Shunchang +11 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  107. On Unifying Multi-View Self-Representations for Clustering by Tensor Multi-Rank Minimization
    2016/10/23 by Yuan Xie, Xie, Yuan, Dacheng Tao +9 · 2 citations
    Computer Science · Engineering · Mathematics · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
  108. Q-value Regularized Transformer for Offline Reinforcement Learning
    2024/05/27 by Shengchao Hu, Hu, Shengchao, Ziqing Fan +11 · 5 citations
    Engineering · Computer Science · #Elevator Systems and Control #Iterative Learning Control Systems #Adaptive Dynamic Programming Control
  109. Referring Image Matting
    2022/06/10 by Jizhizi Li, Li, Jizhizi, Jing Zhang +3 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
  110. R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO
    2025/05/22 by Huanjin Yao, Yao, Huanjin, Jingyi Zhang +18 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  111. Grounded Affordance from Exocentric View
    2022/08/28 by Hongchen Luo, Luo, Hongchen, Wei Zhai +7 · 3 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robot Manipulation and Learning
  112. Online Continual Learning with Contrastive Vision Transformer
    2022/07/24 by Zhen Wang, Liu Liu, Wang, Zhen +7 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  113. Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models
    2022/10/11 by Qihuang Zhong, Liang Ding, Zhong, Qihuang +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  114. ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding
    2023/12/18 by Lunhao Duan, Shanshan Zhao, Duan, Lunhao +9 · 4 citations
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  115. Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging
    2025/01/16 by Anke Tang, Tang, Anke, Enneng Yang +11 · 7 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Simulation Techniques and Applications
  116. Continual Learning on Graphs: Challenges, Solutions, and Opportunities
    2024/02/18 by Xikun Zhang, Dongjin Song, Zhang, Xikun +3 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Text and Document Classification Technologies
  117. A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning
    2024/05/30 by Xiaofeng Cong, Yu Zhao, Cong, Xiaofeng +7 · 4 citations
    Computer Science · Earth and Planetary Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Signal Denoising Methods #Underwater Acoustics Research
  118. Towards Theoretical Understandings of Self-Consuming Generative Models
    2024/02/19 by Shi Hong Fu, Zhang Sen, Fu, Shi +7 · 4 citations
    Decision Sciences · #Complex Systems and Decision Making
  119. Free-Form Motion Control: A Synthetic Video Generation Dataset with Controllable Camera and Object Motions
    2025/01/02 by Xincheng Shuai, Henghui Ding, Shuai, Xincheng +8 · 8 citations
    Computer Science · #Advanced Vision and Imaging #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  120. Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman
    2023/06/05 by Jiarui Feng, Feng, Jiarui, Lecheng Kong +11 · 3 citations
    Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  121. On exploring the potential of quantum auto-encoder for learning quantum systems
    2021/06/29 by Yuxuan Du, Dacheng Tao, Du, Yuxuan +1 · 2 citations
    Computer Science · Engineering · #Quantum Computing Algorithms and Architecture #Advancements in Semiconductor Devices and Circuit Design #Quantum Information and Cryptography
  122. Learning Oracle Attention for High-fidelity Face Completion
    2020/03/31 by Tong Zhou, Changxing Ding, Zhou, Tong +7 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  123. Benchmarking Reasoning Robustness in Large Language Models
    2025/03/06 by Tong Yu, Yongcheng Jing, Yu, Tong +15 · 8 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  124. Towards Understanding the Safety Boundaries of DeepSeek Models: Evaluation and Findings
    2025/03/19 by Zonghao Ying, Ying, Zonghao, Zheng, Guangyi +14 · 9 citations
    Decision Sciences · #Scientific Computing and Data Management
  125. OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models
    2024/01/12 by Shuai Wang, Wang, Shuai, Liang Ding +9 · 3 citations
    Computer Science · #Software Engineering Research #Parallel Computing and Optimization Techniques #Software System Performance and Reliability
  126. JustLogic: A Comprehensive Benchmark for Evaluating Deductive Reasoning in Large Language Models
    2025/01/24 by Michael K. Chen, Chen, Michael K., Xikun Zhang +3 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Topic Modeling
  127. Positive-Unlabeled Compression on the Cloud
    2019/09/21 by Yixing Xu, Xu, Yixing, Yunhe Wang +11 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  128. Unified Domain Adaptive Semantic Segmentation
    2023/11/22 by Zhe Zhang, Gaochang Wu, Zhang, Zhe +8 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection #electronic engineering #information engineering
  129. Towards Data-Efficient Detection Transformers
    2022/03/17 by Wen Wang, Wang, Wen, Jing Zhang +7 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification #Video Surveillance and Tracking Methods
  130. Compromising Embodied Agents with Contextual Backdoor Attacks
    2024/08/06 by Aishan Liu, Liu, Aishan, Yuguang Zhou +21 · 4 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Reinforcement Learning in Robotics
  131. BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation
    2022/04/06 by Sanqing Qu, Guang Chen, Qu, Sanqing +9 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning
  132. Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging
    2024/10/29 by Li Shen, Anke Tang, Shen, Li +15 · 5 citations
    Computer Science · #Mobile Crowdsensing and Crowdsourcing #Target Tracking and Data Fusion in Sensor Networks #Energy Efficient Wireless Sensor Networks
  133. Part-Stacked CNN for Fine-Grained Visual Categorization
    2015/12/26 by Shaoli Huang, Zhe Xu, Huang, Shaoli +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications
  134. Ada-R1: Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization
    2025/04/30 by Haibo He, Luo, Haotian, Yibo Wang +12 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques
  135. VSA: Learning Varied-Size Window Attention in Vision Transformers
    2022/04/18 by Qiming Zhang, Yufei Xu, Zhang, Qiming +5 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis #Visual Attention and Saliency Detection
  136. A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation
    2022/04/21 by Yu Cao, Cao, Yu, Wei Bi +7 · 2 citations
    Computer Science · #Persona Design and Applications #Topic Modeling #AI in Service Interactions
  137. WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge
    2024/01/12 by Wenbin Wang, Wang, Wenbin, Liang Ding +9 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
  138. Stochastic Zeroth-order Optimization via Variance Reduction method
    2018/05/30 by Liu Liu, Liu, Liu, Minhao Cheng +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  139. MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators
    2024/09/22 by Qingyu Lu, Lu, Qingyu, Liang Ding +7 · 1 voice · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  140. Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE
    2022/12/04 by Qihuang Zhong, Zhong, Qihuang, Liang Ding +25 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  141. Toward Trainability of Quantum Neural Networks
    2020/11/12 by Kaining Zhang, Min-Hsiu Hsieh, Zhang, Kaining +5 · 3 citations
    Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Stochastic Gradient Optimization Techniques
  142. AdaSAM: Boosting Sharpness-Aware Minimization with Adaptive Learning Rate and Momentum for Training Deep Neural Networks
    2023/03/01 by Hao Sun, Sun, Hao, Li Shen +15 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Optimization and Control (math.OC) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  143. Fusion of Global and Local Knowledge for Personalized Federated Learning
    2023/02/21 by Tiansheng Huang, Li Shen, Huang, Tiansheng +7 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  144. Uncertainty Aware Learning for Language Model Alignment
    2024/06/07 by Yikun Wang, Rui Zheng, Wang, Yikun +8 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  145. Where Does the Performance Improvement Come From? -- A Reproducibility Concern about Image-Text Retrieval
    2022/03/08 by Jun Rao, Rao, Jun, Fei Wang +11 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
  146. Upcycling Models under Domain and Category Shift
    2023/03/13 by Sanqing Qu, Qu, Sanqing, Tianpei Zou +11 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning
  147. 1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results
    2022/11/24 by Benjamin Kiefer, Matej Kristan, Kiefer, Benjamin +142 · 2 citations
    Engineering · #Maritime Navigation and Safety #Underwater Vehicles and Communication Systems #Infrared Target Detection Methodologies
  148. Cocktail: Mixing Multi-Modality Controls for Text-Conditional Image Generation
    2023/06/01 by Minghui Hu, Jianbin Zheng, Hu, Minghui +11 · 2 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  149. Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking
    2023/06/01 by Qingyue Wang, Wang, Qingyue, Liang Ding +13 · 2 citations
    Computer Science · Neuroscience · #Speech and dialogue systems #Context-Aware Activity Recognition Systems #EEG and Brain-Computer Interfaces
  150. Dynamic Contrastive Distillation for Image-Text Retrieval
    2022/07/04 by Jun Rao, Liang Ding, Rao, Jun +11 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  151. GFNet: Geometric Flow Network for 3D Point Cloud Semantic Segmentation
    2022/07/06 by Haibo Qiu, Baosheng Yu, Qiu, Haibo +3 · 2 citations
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  152. Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks
    2016/08/03 by Jinghua Wang, Zhenhua Wang, Wang, Jinghua +7 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Industrial Vision Systems and Defect Detection
  153. QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning
    2024/08/20 by Hangyu Mao, Kong, Yilun, Mao, Hangyu +16 · 3 citations
    Engineering · Computer Science · #Advanced Optical Network Technologies #Software-Defined Networks and 5G #Network Traffic and Congestion Control
  154. Learning with Bounded Instance- and Label-dependent Label Noise
    2017/09/12 by Jiacheng Cheng, Cheng, Jiacheng, Tongliang Liu +5 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  155. Multimodal deep representation learning for quantum cross-platform verification
    2023/11/07 by Qian Yang, Qian, Yang, Yuxuan Du +7 · 3 citations
    Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
  156. Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning
    2025/06/10 by Kongcheng Zhang, Zhang, Kongcheng, Qi Yao +13 · 8 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Explainable Artificial Intelligence (XAI)
  157. Transfer Metric Learning: Algorithms, Applications and Outlooks
    2018/10/09 by Yong Luo, Luo, Yong, Yonggang Wen +5 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Text and Document Classification Technologies
  158. AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding
    2025/06/16 by Zhucun Xue, Jiangning Zhang, Xue, Zhucun +11 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  159. Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images
    2019/04/08 by Lefei Zhang, Qian Zhang, Zhang, Lefei +9 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Remote Sensing and Land Use #Remote-Sensing Image Classification
  160. Cost-Sensitive Feature Selection by Optimizing F-Measures
    2019/04/04 by Meng Liu, Liu, Meng, Chang Xu +9 · 1 citation
    Computer Science · #Imbalanced Data Classification Techniques #Face and Expression Recognition #Text and Document Classification Technologies
  161. Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search
    2019/04/18 by Xianglong Liu, Lei Huang, Liu, Xianglong +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  162. Person Re-identification with Metric Learning using Privileged Information
    2019/04/10 by Xun Yang, Yang, Xun, Meng Wang +3 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  163. Likelihood-Free Overcomplete ICA and Applications in Causal Discovery
    2019/09/04 by Chenwei Ding, Ding, Chenwei, Mingming Gong +5 · 1 citation
    Chemistry · Computer Science · #Blind Source Separation Techniques #Electrochemical Analysis and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Spectroscopy and Chemometric Analyses
  164. Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction
    2024/03/15 by Ziyang Xu, Xu, Ziyang, Keqin Peng +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  165. NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models
    2024/10/11 by Zheng Yi Ho, Ho, Zheng Yi, Siyuan Liang +7 · 3 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #FOS: Computer and information sciences
  166. Low-Precision Training of Large Language Models: Methods, Challenges, and Opportunities
    2025/05/02 by Zhiwei Hao, Hao, Zhiwei, Jianyuan Guo +15 · 5 citations
    Computer Science · #cs.AI #cs.LG
  167. A Theoretical Survey on Foundation Models
    2024/10/15 by Shi Hong Fu, Fu, Shi, Yuzhu Chen +5 · 3 citations
    Computer Science · Arts and Humanities · Economics, Econometrics and Finance · #Explainable Artificial Intelligence (XAI) #Philosophy and History of Science #Credit Risk and Financial Regulations
  168. Black-Box Adversarial Attack on Vision Language Models for Autonomous Driving
    2025/01/23 by Lu Wang, Tianyuan Zhang, Wang, Lu +13 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  169. Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting
    2020/11/12 by Zeke Xie, Xie, Zeke, Fengxiang He +9 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications #Explainable Artificial Intelligence (XAI)
  170. On the Guaranteed Almost Equivalence between Imitation Learning from Observation and Demonstration
    2020/10/16 by Zhihao Cheng, Liu Liu, Cheng, Zhihao +9 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  171. Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning
    2023/03/20 by Zixuan Hu, Li Shen, Hu, Zixuan +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  172. SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data
    2020/12/09 by Shaoli Huang, Huang, Shaoli, Xinchao Wang +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification
  173. DUT: Learning Video Stabilization by Simply Watching Unstable Videos
    2020/11/30 by Yufei Xu, Jing Zhang, Xu, Yufei +5 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Image and Video Stabilization #Vehicle License Plate Recognition
  174. End-to-end One-shot Human Parsing
    2021/05/04 by Haoyu He, Bohan Zhuang, He, Haoyu +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  175. I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection
    2021/08/03 by Boxue Du, Jian Ye, Du, Bo +7 · 1 citation
    Computer Science · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  176. TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition
    2021/06/20 by Wenyuan Xue, Baosheng Yu, Xue, Wenyuan +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Text and Document Classification Technologies
  177. Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization
    2021/08/20 by Yufei Xu, Jing Zhang, Xu, Yufei +3 · 1 citation
    Computer Science · Engineering · Medicine · #Advanced Optical Imaging Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Stabilization #Retinal and Macular Surgery
  178. Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition
    2024/11/18 by Yang Chen, Chen, Yang, Jingcai Guo +5 · 3 citations
    Computer Science · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications
  179. BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning
    2022/03/03 by Zhi Hou, Baosheng Yu, Hou, Zhi +3 · 1 citation
    Computer Science · Engineering · Medicine · #Domain Adaptation and Few-Shot Learning #Geophysical Methods and Applications #COVID-19 diagnosis using AI
  180. Neural Maximum A Posteriori Estimation on Unpaired Data for Motion Deblurring
    2022/04/26 by Youjian Zhang, Zhang, Youjian, Chaoyue Wang +3 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  181. SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing
    2024/11/28 by Rong-Cheng Tu, Wenhao Sun, Tu, Rong-Cheng +9 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Multiagent Systems (cs.MA)
  182. Defensive Patches for Robust Recognition in the Physical World
    2022/04/13 by Jiakai Wang, Wang, Jiakai, Zixin Yin +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
  183. VORTA: Efficient Video Diffusion via Routing Sparse Attention
    2025/05/24 by Wenhao Sun, Sun, Wenhao, Rong-Cheng Tu +11 · 5 citations
    Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Coding and Compression Technologies
  184. Towards Scale Consistent Monocular Visual Odometry by Learning from the\n Virtual World
    2022/03/10 by Sen Zhang, Zhang, Sen, Jing Zhang +3 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  185. SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models
    2024/08/19 by Anke Tang, Li Shen, Tang, Anke +13 · 2 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  186. Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation
    2022/04/10 by Xiangtai Li, Li, Xiangtai, Shilin Xu +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  187. R1-Compress: Long Chain-of-Thought Compression via Chunk Compression and Search
    2025/05/22 by Yibo Wang, Wang, Yibo, Haotian Luo +16 · 6 citations
    Computer Science · #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  188. 3DDesigner: Towards Photorealistic 3D Object Generation and Editing with Text-guided Diffusion Models
    2022/11/25 by Gang Li, Li, Gang, Heliang Zheng +9 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  189. FREE: Faster and Better Data-Free Meta-Learning
    2024/05/02 by Yongxian Wei, Zixuan Hu, Wei, Yongxian +9 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  190. HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens
    2020/05/29 by Zhaohui Yang, Yang, Zhaohui, Yunhe Wang +15 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  191. Reasoning with Reinforced Functional Token Tuning
    2025/02/19 by K. Zhang, Zhang, Kongcheng, Qi Yao +13 · 3 citations
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Logic, Reasoning, and Knowledge
  192. Enhance Local Consistency in Federated Learning: A Multi-Step Inertial Momentum Approach
    2023/02/11 by Yixing Liu, Yan Sun, Liu, Yixing +9 · 1 citation
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Age of Information Optimization #Human Mobility and Location-Based Analysis
  193. T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks
    2025/05/10 by Jiayang Liu, Liu, Jiayang, Siyuan Liang +12 · 5 citations
    Computer Science · #Advanced Malware Detection Techniques #Network Security and Intrusion Detection #Internet Traffic Analysis and Secure E-voting
  194. Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE
    2023/02/18 by Qihuang Zhong, Liang Ding, Zhong, Qihuang +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  195. Domain Re-Modulation for Few-Shot Generative Domain Adaptation
    2023/02/06 by Yi Wu, Ziqiang Li, Wu, Yi +11 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research #Image Processing Techniques and Applications
  196. Graph Decision Transformer
    2023/03/07 by Shengchao Hu, Hu, Shengchao, Li Shen +5 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  197. Scalable Mask Annotation for Video Text Spotting
    2023/05/02 by Haibin He, Jing Zhang, He, Haibin +9 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Vehicle License Plate Recognition
  198. Revisiting Token Dropping Strategy in Efficient BERT Pretraining
    2023/05/24 by Qihuang Zhong, Liang Ding, Zhong, Qihuang +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  199. Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning
    2025/03/03 by Wenjie Wu, Wu, Wenjie, Yongcheng Jing +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies
  200. Towards the Flatter Landscape and Better Generalization in Federated Learning under Client-level Differential Privacy
    2023/05/01 by Yifan Shi, Wei Kang, Shi, Yifan +11 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  201. PAD-Net: An Efficient Framework for Dynamic Networks
    2022/11/10 by Shwai He, He, Shwai, Liang Ding +9 · 1 citation
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  202. Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants
    2023/08/03 by Yibo Yang, Yang, Yibo, Haobo Yuan +15 · 1 citation
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  203. GraMMaR: Ground-aware Motion Model for 3D Human Motion Reconstruction
    2023/06/29 by Sihan Ma, Ma, Sihan, Qiong Cao +7 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  204. Temporal Feature Matters: A Framework for Diffusion Model Quantization
    2024/07/28 by Yushi Huang, Ruihao Gong, Huang, Yushi +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
  205. Stochastic Optimization for Non-convex Problem with Inexact Hessian Matrix, Gradient, and Function
    2023/10/18 by Liu Liu, Liu, Liu, Xuanqing Liu +5 · 1 citation
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Machine Learning and ELM
  206. PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation
    2023/12/27 by Yunhe Wang, Hanting Chen, Wang, Yunhe +36 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  207. Zero-Shot Sharpness-Aware Quantization for Pre-trained Language Models
    2023/10/20 by Miaoxi Zhu, Zhu, Miaoxi, Qihuang Zhong +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Speech Recognition and Synthesis
  208. BDefects4NN: A Backdoor Defect Database for Controlled Localization Studies in Neural Networks
    2024/12/01 by Yisong Xiao, Aishan Liu, Xiao, Yisong +15 · 3 citations
    Engineering · Computer Science · #Industrial Vision Systems and Defect Detection #Integrated Circuits and Semiconductor Failure Analysis #Adversarial Robustness in Machine Learning
  209. Offline Behavior Distillation
    2024/10/30 by Shiye Lei, Lei, Shiye, Zhang, Sen +2 · 2 citations
    Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Water Quality Monitoring Technologies
  210. Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis
    2024/03/17 by Yiyang Chen, Chen, Yiyang, Lunhao Duan +7 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
  211. Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning
    2024/03/21 by Changtong Zan, Zan, Changtong, Liang Ding +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  212. GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning
    2024/03/21 by Sanqing Qu, Qu, Sanqing, Tianpei Zou +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  213. PoseBench: Benchmarking the Robustness of Pose Estimation Models under Corruptions
    2024/06/20 by Sihan Ma, Jing Zhang, Ma, Sihan +5 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robot Manipulation and Learning
  214. EMOv2: Pushing 5M Vision Model Frontier
    2024/12/09 by J Zhang, Teng Hu, Zhang, Jiangning +15 · 2 citations
    Engineering · #Satellite Image Processing and Photogrammetry
  215. Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models
    2024/05/26 by Yongxian Wei, Wei, Yongxian, Zixuan Hu +11 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Speech Recognition and Synthesis #Machine Learning and Data Classification
  216. Contact-aware Human Motion Generation from Textual Descriptions
    2024/03/23 by Sihan Ma, Qiong Cao, Ma, Sihan +5 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Motion and Animation #Human Pose and Action Recognition
  217. Advances in Radiance Field for Dynamic Scene: From Neural Field to Gaussian Field
    2025/05/15 by Jinlong Fan, Xuepu Zeng, Fan, Jinlong +9 · 2 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging
  218. CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks
    2024/12/02 by Zhixiang Guo, Siyuan Liang, Guo, Zhixiang +5 · 2 citations
    Computer Science · #Law, AI, and Intellectual Property #Digital Rights Management and Security
  219. Human-imperceptible, Machine-recognizable Images
    2023/06/06 by Fusheng Hao, Fengxiang He, Hao, Fusheng +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Chaos-based Image/Signal Encryption #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  220. Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages
    2023/10/11 by Guozheng Ma, Ma, Guozheng, Lu Li +15 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural dynamics and brain function
  221. Natural Reflection Backdoor Attack on Vision Language Model for Autonomous Driving
    2025/05/09 by Ming Liu, Siyuan Liang, Liu, Ming +8 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  222. ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks
    2025/07/02 by Ziming Ren, Siyuan Liang, Ren, Zhiyao +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  223. Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer
    2025/05/30 by Yilun Kong, Kong, Yilun, Guozheng Ma +11 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques
  224. Continual Task Learning through Adaptive Policy Self-Composition
    2024/11/18 by Shengchao Hu, Hu, Shengchao, Yuhang Zhou +11 · 1 citation
    Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Knowledge Management and Sharing #Machine Learning (cs.LG) #Personal Information Management and User Behavior
  225. Improving Simultaneous Machine Translation with Monolingual Data
    2022/12/02 by Hexuan Deng, Deng, Hexuan, Liang Ding +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  226. Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs
    2024/12/03 by Zixuan Hu, Hu, Zixuan, Yongxian Wei +7 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  227. Distilling Channels for Efficient Deep Tracking
    2024/09/18 by Shiming Ge, Ge, Shiming, Zhao Luo +7 · 1 citation
    Computer Science · #Blind Source Separation Techniques
  228. SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks
    2021/12/22 by Weigang Lu, Yibing Zhan, Lu, Weigang +15 · 1 citation
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG)
  229. Benefits of Permutation-Equivariance in Auction Mechanisms
    2022/10/11 by Tian Qin, Qin, Tian, Fengxiang He +7 · 1 citation
    Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods
  230. Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding
    2025/02/19 by Keqin Peng, Peng, Keqin, Liang Ding +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text and Document Classification Technologies
  231. DATABench: Evaluating Dataset Auditing in Deep Learning from an Adversarial Perspective
    2025/07/08 by Shuo Shao, Shao, Shuo, Yiming Li +16 · 5 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  232. TeZO: Empowering the Low-Rankness on the Temporal Dimension in the Zeroth-Order Optimization for Fine-tuning LLMs
    2025/01/31 by Yan Sun, Sun, Yan, Liang Ding +6 · 1 citation
    Engineering · Physics and Astronomy · #Advanced Control Systems Design #FOS: Computer and information sciences #Iterative Learning Control Systems #Machine Learning (cs.LG) #Model Reduction and Neural Networks
  233. ACE-Data-0: Human-Centric Ambient Capture as Embodied Data Engine
    2026/07/30 by Yukang Cao, Haozhe Xie, Beichen Wen +13
    Computer Science · #cs.CV
  234. Stochastic Pauli-path simulator for large-scale quantum optimization
    2026/07/20 by Kaining Zhang, Xinbiao Wang, Kunsheng Li +4
    #quant-ph