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Li, Zhenguo

  1. PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
    2024/03/07 by Junsong Chen, Jun Song Chen, Chen, Junsong +18 · 2 voices · 71 citations
    Computer Science · #Advanced Data Compression Techniques #cs.CV
  2. DeepFM: A Factorization-Machine based Neural Network for CTR Prediction
    2017/03/13 by Huifeng Guo, Ruiming Tang, Guo, Huifeng +7 · 123 citations
    Computer Science · #Recommender Systems and Techniques #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques
  3. PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
    2023/09/30 by Jun Song Chen, Jincheng Yu, Chen, Junsong +19 · 133 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  4. T2I-CompBench++: An Enhanced and Comprehensive Benchmark for Compositional Text-to-image Generation
    2023/07/12 by Kaiyi Huang, Huang, Kaiyi, Kaiyue Sun +8 · 113 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  5. MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
    2023/09/21 by Longhui Yu, Yu, Longhui, Weisen Jiang +17 · 99 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  6. Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data
    2024/06/06 by Jingyang Ou, Shen Nie, Ou, Jingyang +11 · 109 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption
  7. DriveGPT4: Interpretable End-to-end Autonomous Driving via Large Language Model
    2023/10/02 by Zhenhua Xu, Xu, Zhenhua, Yujia Zhang +13 · 80 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
  8. Meta-SGD: Learning to Learn Quickly for Few-Shot Learning
    2017/07/31 by Zhenguo Li, Fengwei Zhou, Li, Zhenguo +5 · 59 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
  9. FILIP: Fine-grained Interactive Language-Image Pre-Training
    2021/11/09 by Lewei Yao, Runhui Huang, Yao, Lewei +17 · 43 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) #Multimodal Machine Learning Applications #Topic Modeling
  10. PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models
    2024/01/10 by Junsong Chen, Yue Wu, Chen, Junsong +13 · 1 voice · 21 citations
    #cs.CV
  11. MagicDrive: Street View Generation with Diverse 3D Geometry Control
    2023/10/04 by Gao, Ruiyuan, Chen, Kai, Xie, Enze +4 · 53 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models
    2023/05/29 by Weijian Luo, Luo, Weijian, Tianyang Hu +9 · 41 citations
    Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Machine Learning in Healthcare
  13. G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model
    2023/12/18 by Jiahui Gao, Renjie Pi, Gao, Jiahui +19 · 34 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Text Readability and Simplification
  14. One Million Scenes for Autonomous Driving: ONCE Dataset
    2021/06/21 by Mao, Jiageng, Niu, Minzhe, Jiang, Chenhan +10 · 20 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation
    2023/07/04 by Shentong Mo, Mo, Shentong, Enze Xie +11 · 24 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging
  16. Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning
    2024/10/18 by Ye, Jiacheng, Gao, Jiahui, Gong, Shansan +4 · 42 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Eyes Closed, Safety On: Protecting Multimodal LLMs via Image-to-Text Transformation
    2024/03/14 by Gou, Yunhao, Chen, Kai, Liu, Zhili +6 · 29 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Animate124: Animating One Image to 4D Dynamic Scene
    2023/11/24 by Yuyang Zhao, Zhao, Yuyang, Zhiwen Yan +9 · 26 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  19. GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing
    2024/07/08 by Zhenyu Wang, Wang, Zhenyu, Aoxue Li +5 · 32 citations
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques
  20. DDP: Diffusion Model for Dense Visual Prediction
    2023/03/30 by Yuanfeng Ji, Zhe Chen, Ji, Yuanfeng +15 · 20 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Video Surveillance and Tracking Methods #Image Retrieval and Classification Techniques
  21. CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects
    2024/01/18 by Zhao Wang, Wang, Zhao, Aoxue Li +9 · 1 voice · 11 citations
    #cs.CV
  22. Dream 7B: Diffusion Large Language Models
    2025/08/21 by Jiacheng Ye, Ye, Jiacheng, Zhihui Xie +13 · 112 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Language and cultural evolution #Topic Modeling
  23. DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection
    2022/09/20 by Lewei Yao, Jianhua Han, Yao, Lewei +15 · 16 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  24. T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation
    2024/07/19 by Kaiyue Sun, Kaiyi Huang, Sun, Kaiyue +11 · 26 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Video Analysis and Summarization
  25. DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving
    2023/04/03 by Tianqi Wang, Suk-Min Kim, Wang, Tianqi +13 · 16 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Traffic and Road Safety
  26. A Survey of Reasoning with Foundation Models
    2023/12/17 by Sun, Jiankai, Zheng, Chuanyang, Xie, Enze +31 · 19 citations
    #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)
  27. Federated Meta-Learning with Fast Convergence and Efficient Communication
    2018/02/22 by Fei Chen, Mi Luo, Chen, Fei +7 · 11 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  28. CODA: A Real-World Road Corner Case Dataset for Object Detection in Autonomous Driving
    2022/03/15 by Li, Kaican, Chen, Kai, Wang, Haoyu +10 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  29. LEGO-Prover: Neural Theorem Proving with Growing Libraries
    2023/10/01 by Haiming Wang, Wang, Haiming, Huajian Xin +24 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling
  30. Beyond One-to-One: Rethinking the Referring Image Segmentation
    2023/08/26 by Yutao Hu, Hu, Yutao, Qixiong Wang +11 · 14 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  31. GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation
    2023/06/07 by Chen, Kai, Xie, Enze, Chen, Zhe +4 · 13 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Progressive-Hint Prompting Improves Reasoning in Large Language Models
    2023/04/19 by Chuanyang Zheng, Zhengying Liu, Zheng, Chuanyang +7 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  33. MagicDrive-V2: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control
    2024/11/21 by Ruiyuan Gao, Gao, Ruiyuan, Kai Chen +9 · 23 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Accelerating Diffusion Sampling with Optimized Time Steps
    2024/02/27 by Shuchen Xue, Zhaoqiang Liu, Xue, Shuchen +11 · 15 citations
    Computer Science · #Speech and Audio Processing
  35. DriveCoT: Integrating Chain-of-Thought Reasoning with End-to-End Driving
    2024/03/25 by Tingkai Wang, Wang, Tianqi, Enze Xie +7 · 14 citations
    Computer Science · #Advanced Text Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Semantic Web and Ontologies
  36. UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation
    2023/08/15 by Haiyang Wang, Wang, Haiyang, Hao Tang +11 · 11 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
  37. DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-training via Word-Region Alignment
    2023/04/10 by Yao, Lewei, Han, Jianhua, Liang, Xiaodan +4 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  38. Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
    2024/10/02 by Yao Teng, Han Shi, Teng, Yao +13 · 19 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Video Analysis and Summarization
  39. MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes
    2024/05/23 by Gao, Ruiyuan, Chen, Kai, Li, Zhihao +3 · 14 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. Towards a Theoretical Framework of Out-of-Distribution Generalization
    2021/06/08 by Ye, Haotian, Xie, Chuanlong, Cai, Tianle +3 · 7 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  41. DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning
    2023/04/13 by Xie, Enze, Yao, Lewei, Shi, Han +5 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases
    2024/04/16 by Kai Chen, Yanze Li, Chen, Kai +23 · 12 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  43. DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection
    2024/04/14 by Lewei Yao, Renjie Pi, Yao, Lewei +13 · 12 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
  44. Revisiting Over-smoothing in BERT from the Perspective of Graph
    2022/02/17 by Shi, Han, Gao, Jiahui, Xu, Hang +5 · 7 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  45. SA-Solver: Stochastic Adams Solver for Fast Sampling of Diffusion Models
    2023/09/10 by Shuchen Xue, Xue, Shuchen, Mingyang Yi +11 · 10 citations
    Computer Science · Engineering · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Traffic Prediction and Management Techniques
  46. Forward-Backward Reasoning in Large Language Models for Mathematical Verification
    2023/08/15 by Jiang, Weisen, Shi, Han, Yu, Longhui +4 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  47. DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis
    2024/05/23 by Yao Teng, Teng, Yao, Yue Wu +13 · 9 citations
    Computer Science · #Medical Image Segmentation Techniques #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
  48. OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization
    2021/06/07 by Nanyang Ye, Kaican Li, Ye, Nanyang +13 · 4 citations
    Computer Science · #Machine Learning in Healthcare #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
  49. CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration
    2024/09/17 by Gao, Jiahui, Pi, Renjie, Han, Tianyang +5 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  50. SODA10M: A Large-Scale 2D Self/Semi-Supervised Object Detection Dataset for Autonomous Driving
    2021/06/21 by Jianhua Han, Han, Jianhua, Xiwen Liang +19 · 4 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 #Video Surveillance and Tracking Methods
  51. DetCo: Unsupervised Contrastive Learning for Object Detection
    2021/02/09 by Enze Xie, Jian Ding, Xie, Enze +13 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Visual Attention and Saliency Detection
  52. On the Generalization of Diffusion Model
    2023/05/24 by Mingyang Yi, Jiacheng Sun, Yi, Mingyang +3 · 5 citations
    Computer Science · Physics and Astronomy · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Statistical Mechanics and Entropy
  53. Complexity Matters: Rethinking the Latent Space for Generative Modeling
    2023/07/17 by Tianyang Hu, Fei Chen, Hu, Tianyang +11 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
  54. Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning
    2022/05/25 by Jiahui Gao, Renjie Pi, Gao, Jiahui +16 · 4 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Topic Modeling
  55. EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions
    2024/09/26 by Kai Chen, Yunhao Gou, Chen, Kai +57 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech and dialogue systems
  56. SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator
    2024/12/16 by Guoxuan Chen, Chen, Guoxuan, Han Shi +16 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  57. MetaAugment: Sample-Aware Data Augmentation Policy Learning
    2020/12/22 by Fengwei Zhou, Zhou, Fengwei, Jiawei Li +11 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
  58. TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search
    2021/05/25 by Duan, Yawen, Chen, Xin, Xu, Hang +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  59. Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models
    2024/02/12 by Jiacheng Ye, Ye, Jiacheng, Shansan Gong +18 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  60. FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities
    2025/05/26 by Jin Wang, Yao Lai, Wang, Jin +15 · 14 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
  61. DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception
    2024/03/20 by Yibo Wang, Wang, Yibo, Ruiyuan Gao +19 · 5 citations
    Computer Science · #Data Visualization and Analytics
  62. DiffComplete: Diffusion-based Generative 3D Shape Completion
    2023/06/28 by Ruihang Chu, Enze Xie, Chu, Ruihang +11 · 4 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 Pose and Action Recognition
  63. DAPE: Data-Adaptive Positional Encoding for Length Extrapolation
    2024/05/23 by Chuanyang Zheng, Zheng, Chuanyang, Yihang Gao +19 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Video Analysis and Summarization
  64. Meta Reinforcement Learning with Task Embedding and Shared Policy
    2019/05/16 by Lin Lan, Zhenguo Li, Lan, Lin +5 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  65. Drag-A-Video: Non-rigid Video Editing with Point-based Interaction
    2023/12/05 by Enze Xie, Teng, Yao, Yue Wu +8 · 4 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  66. AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction
    2020/03/25 by Bin Liu, Chenxu Zhu, Liu, Bin +15 · 4 citations
    Computer Science · #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Web Data Mining and Analysis
  67. Lyra: Orchestrating Dual Correction in Automated Theorem Proving
    2023/09/27 by Zheng, Chuanyang, Wang, Haiming, Xie, Enze +6 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  68. DARTS+: Improved Differentiable Architecture Search with Early Stopping
    2019/09/13 by Liang, Hanwen, Zhang, Shifeng, Sun, Jiacheng +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  69. Locally Differentially Private (Contextual) Bandits Learning
    2020/06/01 by Zheng, Kai, Cai, Tianle, Huang, Weiran +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  70. Dream-Coder 7B: An Open Diffusion Language Model for Code
    2025/09/01 by Zhihui Xie, Xie, Zhihui, Jiacheng Ye +18 · 20 citations
    Computer Science · #Topic Modeling #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
  71. Deep Meta-Learning: Learning to Learn in the Concept Space
    2018/02/10 by Fengwei Zhou, Bin Wu, Zhou, Fengwei +3 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  72. CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending
    2020/07/23 by Hang Xu, Shaoju Wang, Xu, Hang +9 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  73. ConsistentNeRF: Enhancing Neural Radiance Fields with 3D Consistency for Sparse View Synthesis
    2023/05/18 by Hu, Shoukang, Zhou, Kaichen, Li, Kaiyu +6 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  74. Proving Theorems Recursively
    2024/05/23 by Wang, Haiming, Xin, Huajian, Liu, Zhengying +8 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  75. How Well Does Self-Supervised Pre-Training Perform with Streaming Data?
    2021/04/25 by Hu, Dapeng, Yan, Shipeng, Lu, Qizhengqiu +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  76. Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis
    2023/10/16 by Chen, Kai, Wang, Chunwei, Yang, Kuo +11 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  77. SparseBERT: Rethinking the Importance Analysis in Self-attention
    2021/02/25 by Shi, Han, Gao, Jiahui, Ren, Xiaozhe +4 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  78. How Numerical Precision Affects Arithmetical Reasoning Capabilities of LLMs
    2024/10/17 by Guhao Feng, Feng, Guhao, Kai Yang +13 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematics, Computing, and Information Processing
  79. Adversarial Robustness for Unsupervised Domain Adaptation
    2021/09/02 by Muhammad Awais, Fengwei Zhou, Awais, Muhammad +11 · 2 citations
    Computer Science · #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)
  80. G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation
    2021/08/17 by Lewei Yao, Yao, Lewei, Renjie Pi +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
  81. Implicit Search via Discrete Diffusion: A Study on Chess
    2025/02/27 by Jiacheng Ye, Zhenyu Wu, Ye, Jiacheng +11 · 7 citations
    Computer Science · Decision Sciences · #Artificial Intelligence in Games #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research
  82. CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs
    2024/03/25 by Yingji Zhong, Lanqing Hong, Zhong, Yingji +5 · 3 citations
    Physics and Astronomy · Computer Science · Engineering · #Advanced X-ray Imaging Techniques #Optical measurement and interference techniques #Surface Roughness and Optical Measurements
  83. DevNet: Self-supervised Monocular Depth Learning via Density Volume Construction
    2022/09/14 by Kaichen Zhou, Zhou, Kaichen, Lanqing Hong +11 · 2 citations
    Computer Science · Environmental Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Remote Sensing and LiDAR Applications
  84. How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
    2025/02/16 by Yixin Ou, Yunzhi Yao, Ou, Yixin +13 · 6 citations
    Social Sciences · #Higher Education Learning Practices
  85. Jailbreaking as a Reward Misspecification Problem
    2024/06/20 by Zhihui Xie, Jiahui Gao, Xie, Zhihui +9 · 3 citations
    Economics, Econometrics and Finance · #Law, Economics, and Judicial Systems
  86. MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation
    2023/04/19 by Chongjian Ge, Ge, Chongjian, Jun Song Chen +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  87. Any-Order GPT as Masked Diffusion Model: Decoupling Formulation and Architecture
    2025/06/24 by Xue, Shuchen, Xie, Tianyu, Hu, Tianyang +5 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  88. Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation
    2023/12/12 by Mo, Shentong, Xie, Enze, Wu, Yue +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  89. Editing Massive Concepts in Text-to-Image Diffusion Models
    2024/03/20 by Tianwei Xiong, Xiong, Tianwei, Wu, Yue +7 · 2 citations
    Arts and Humanities · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Machine Learning (cs.LG)
  90. AlgoFormer: An Efficient Transformer Framework with Algorithmic Structures
    2024/02/21 by Yihang Gao, Chuanyang Zheng, Gao, Yihang +15 · 2 citations
    Engineering · Materials Science · #Artificial Intelligence (cs.AI) #Control and Stability of Dynamical Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Magnetic Properties and Applications #Numerical Analysis (math.NA) #Power Quality and Harmonics
  91. DAPE V2: Process Attention Score as Feature Map for Length Extrapolation
    2024/10/07 by Zheng, Chuanyang, Gao, Yihang, Shi, Han +9 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  92. MetaSelector: Meta-Learning for Recommendation with User-Level Adaptive Model Selection
    2020/01/22 by Luo, Mi, Chen, Fei, Cheng, Pengxiang +4 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  93. Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search
    2021/02/09 by Peidong Liu, Gengwei Zhang, Liu, Peidong +11 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Visual Attention and Saliency Detection
  94. Boosting Few-Shot Learning With Adaptive Margin Loss
    2020/05/28 by Li, Aoxue, Huang, Weiran, Lan, Xu +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  95. An Asymptotically Optimal Multi-Armed Bandit Algorithm and Hyperparameter Optimization
    2020/07/11 by Huang, Yimin, Li, Yujun, Ye, Hanrong +2 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
  96. iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression
    2021/03/30 by Shifeng Zhang, Zhang, Shifeng, Chen Zhang +5 · 1 citation
    Computer Science · #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #Algorithms and Data Compression
  97. Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation
    2021/05/27 by Lewei Yao, Yao, Lewei, Renjie Pi +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #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
  98. AutoBERT-Zero: Evolving BERT Backbone from Scratch
    2021/07/15 by Jiahui Gao, Hang Xu, Gao, Jiahui +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  99. Towards Understanding the Generative Capability of Adversarially Robust Classifiers
    2021/08/20 by Yao Zhu, Jiacheng Ma, Zhu, Yao +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG)
  100. MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps
    2021/11/09 by Muhammad Awais, Fengwei Zhou, Awais, Muhammad +9 · 1 citation
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  101. The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling
    2024/02/23 by Jiajun Ma, Shuchen Xue, Ma, Jiajun +13 · 2 citations
    Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Survey Sampling and Estimation Techniques
  102. On Effective Scheduling of Model-based Reinforcement Learning
    2021/11/16 by Lai, Hang, Shen, Jian, Zhang, Weinan +5 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  103. iFlow: Numerically Invertible Flows for Efficient Lossless Compression via a Uniform Coder
    2021/11/01 by Shifeng Zhang, Ning Kang, Zhang, Shifeng +5 · 1 citation
    Computer Science · #Algorithms and Data Compression #Generative Adversarial Networks and Image Synthesis #Computational Physics and Python Applications
  104. CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds
    2022/10/09 by Haiyang Wang, Wang, Haiyang, Lihe Ding +13 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics and Sensor-Based Localization
  105. Generative Negative Text Replay for Continual Vision-Language Pretraining
    2022/10/31 by Yan, Shipeng, Hong, Lanqing, Xu, Hang +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  106. DeepFM: An End-to-End Wide & Deep Learning Framework for CTR Prediction
    2018/04/12 by Huifeng Guo, Guo, Huifeng, Ruiming Tang +9 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
  107. Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search
    2022/04/12 by Huang, Minbin, Huang, Zhijian, Li, Changlin +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  108. Adding Additional Control to One-Step Diffusion with Joint Distribution Matching
    2025/03/09 by Luo, Yihong, Hu, Tianyang, Song, Yifan +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  109. Mixed Autoencoder for Self-supervised Visual Representation Learning
    2023/03/30 by Kai Chen, Zhili Liu, Chen, Kai +9 · 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 #Image Enhancement Techniques #Machine Learning (cs.LG)
  110. Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism
    2024/05/24 by Wang, Zhiwei, Wang, Yunji, Zhang, Zhongwang +7 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  111. Make-A-Protagonist: Generic Video Editing with An Ensemble of Experts
    2023/05/15 by Yuyang Zhao, Zhao, Yuyang, Enze Xie +7 · 1 citation
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  112. Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization
    2023/06/05 by Chen, Yimeng, Hu, Tianyang, Zhou, Fengwei +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  113. ContraNeRF: Generalizable Neural Radiance Fields for Synthetic-to-real Novel View Synthesis via Contrastive Learning
    2023/03/20 by Hao Yang, Lanqing Hong, Yang, Hao +11 · 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
  114. Fair-CDA: Continuous and Directional Augmentation for Group Fairness
    2023/04/01 by Rui Sun, Sun, Rui, Fengwei Zhou +15 · 1 citation
    Computer Science · Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
  115. Efficient Multi-modal Large Language Models via Visual Token Grouping
    2024/11/26 by Huang, Minbin, Huang, Runhui, Shi, Han +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  116. Robustness May be More Brittle than We Think under Different Degrees of Distribution Shifts
    2023/10/10 by Li, Kaican, Zhang, Yifan, Hong, Lanqing +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  117. ProofAug: Efficient Neural Theorem Proving via Fine-grained Proof Structure Analysis
    2025/01/30 by Haoxiong Liu, Jiacheng Sun, Liu, Haoxiong +5 · 2 citations
    Computer Science · Engineering · #Advanced Numerical Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Neural Networks and Applications
  118. Mathesis: Towards Formal Theorem Proving from Natural Languages
    2025/06/08 by Yu Xuejun, Xuejun, Yu, Jianyuan Zhong +32 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, programming, and type systems #Mathematics, Computing, and Information Processing #Topic Modeling
  119. Implicit Concept Removal of Diffusion Models
    2023/10/09 by Zhili Liu, Liu, Zhili, Kai Chen +15 · 1 citation
    Computer Science · Engineering · #Advanced Numerical Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Mathematics, Computing, and Information Processing
  120. ATG: Benchmarking Automated Theorem Generation for Generative Language Models
    2024/05/05 by Xiaohan Lin, Qingxing Cao, Lin, Xiaohan +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  121. Task-customized Masked AutoEncoder via Mixture of Cluster-conditional Experts
    2024/02/08 by Liu, Zhili, Chen, Kai, Han, Jianhua +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  122. Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment
    2024/05/01 by Zhili Liu, Liu, Zhili, Yunhao Gou +19 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #Computation and Language (cs.CL) #FOS: Computer and information sciences
  123. Self-Adjust Softmax
    2025/02/25 by Zheng, Chuanyang, Gao, Yihang, Chen, Guoxuan +7 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  124. Enhancing Text-to-Image Editing via Hybrid Mask-Informed Fusion
    2024/05/24 by Aoxue Li, Mingyang Yi, Li, Aoxue +3 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques
  125. Forewarned is Forearmed: Leveraging LLMs for Data Synthesis through Failure-Inducing Exploration
    2024/10/22 by Li, Qintong, Gao, Jiahui, Wang, Sheng +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences