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Xian‐Sheng Hua

  1. Counterfactual VQA: A Cause-Effect Look at Language Bias
    2020/06/08 by Yulei Niu, Niu, Yulei, Kaihua Tang +9 · 40 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  2. A Survey on Deep Hashing Methods
    2020/03/04 by Xiao Luo, Haixin Wang, Luo, Xiao +11 · 14 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Video Surveillance and Tracking Methods #Video Analysis and Summarization
  3. Causal Intervention for Weakly-Supervised Semantic Segmentation
    2020/09/26 by Dong Zhang, Hanwang Zhang, Zhang, Dong +7 · 17 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 #Multimodal Machine Learning Applications
  4. A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond
    2025/03/27 by Xiaoye Qu, Qu, Xiaoye, Yafu Li +31 · 76 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  5. HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation
    2019/12/27 by Chao Chen, Zhihang Fu, Chen, Chao +11 · 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 #Multimodal Machine Learning Applications
  6. Gradient Centralization: A New Optimization Technique for Deep Neural Networks
    2020/04/03 by Hongwei Yong, Jianqiang Huang, Yong, Hongwei +5 · 11 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  7. PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction
    2023/05/19 by Hao Wu, Fan Xu, Wu, Hao +9 · 17 citations
    Computer Science · #Advanced Image Processing Techniques #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods
  8. Deep CTR Prediction in Display Advertising
    2016/09/20 by Junxuan Chen, Baigui Sun, Chen, Junxuan +7 · 7 citations
    Business, Management and Accounting · Computer Science · #Consumer Market Behavior and Pricing #Image Retrieval and Classification Techniques #Recommender Systems and Techniques
  9. Disentangled Representation Learning for Text-Video Retrieval
    2022/03/14 by Qiang Wang, Wang, Qiang, Yanhao Zhang +7 · 10 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 Analysis and Summarization
  10. Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation
    2022/03/02 by Zhaozheng Chen, Tan Wang, Chen, Zhaozheng +9 · 9 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
  11. Dense Interaction Learning for Video-based Person Re-identification
    2021/03/16 by Tianyu He, He, Tianyu, Xin Jin +9 · 7 citations
    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
  12. Counterfactual Zero-Shot and Open-Set Visual Recognition
    2021/03/01 by Zhongqi Yue, Tan Wang, Yue, Zhongqi +7 · 7 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 #Machine Learning and ELM #Multimodal Machine Learning Applications
  13. Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization
    2021/03/29 by Xin Jin, Jin, Xin, Tianyu He +17 · 7 citations
    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
  14. Feature Pyramid Transformer
    2020/07/18 by Dong Zhang, Hanwang Zhang, Zhang, Dong +9 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  15. Interventional Few-Shot Learning
    2020/09/28 by Zhongqi Yue, Yue, Zhongqi, Hanwang Zhang +5 · 6 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Orthopedic Infections and Treatments #Radiology practices and education
  16. Distilling Causal Effect of Data in Class-Incremental Learning
    2021/03/02 by Xinting Hu, Kaihua Tang, Hu, Xinting +7 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM #Multimodal Machine Learning Applications
  17. CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification
    2023/06/08 by Nan Yin, Li Shen, Yin, Nan +13 · 8 citations
    Computer Science · Social Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Knowledge Management and Sharing #Machine Learning (cs.LG)
  18. Box-supervised Instance Segmentation with Level Set Evolution
    2022/07/19 by Wentong Li, Li, Wentong, Wenyu Liu +9 · 5 citations
    Computer Science · #Image and Object Detection Techniques #Medical Image Segmentation Techniques #Image Retrieval and Classification Techniques
  19. Random Boxes Are Open-world Object Detectors
    2023/07/17 by Yanghao Wang, Zhongqi Yue, Wang, Yanghao +5 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  20. Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation
    2023/05/06 by Deyi Ji, Ji, Deyi, Haoran Wang +9 · 6 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 #Image Retrieval and Classification Techniques
  21. Transporting Causal Mechanisms for Unsupervised Domain Adaptation
    2021/07/23 by Zhongqi Yue, Yue, Zhongqi, Qianru Sun +5 · 4 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 #Multimodal Machine Learning Applications
  22. Camera-aware Proxies for Unsupervised Person Re-Identification
    2020/12/19 by Menglin Wang, Wang, Menglin, Baisheng Lai +7 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  23. Towards Federated Learning in UAV-Enabled Internet of Vehicles: A Multi-Dimensional Contract-Matching Approach
    2020/04/08 by Wei Yang Bryan Lim, Lim, Wei Yang Bryan, Jianqiang Huang +13 · 3 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #UAV Applications and Optimization #Vehicular Ad Hoc Networks (VANETs) #electronic engineering #information engineering
  24. Spatiotemporal Self-attention Modeling with Temporal Patch Shift for Action Recognition
    2022/07/27 by Wangmeng Xiang, Chao Li, Xiang, Wangmeng +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Machine Learning (cs.LG)
  25. Dynamic Hypergraph Structure Learning for Traffic Flow Forecasting
    2023/09/21 by Yusheng Zhao, Zhao, Yusheng, Xiao Luo +9 · 4 citations
    Computer Science · Engineering · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Traffic Prediction and Management Techniques
  26. NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results
    2022/05/11 by Yawei Li, Li, Yawei, Kai Zhang +207 · 3 citations
    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 Video Processing (eess.IV) #Image and Video Quality Assessment #electronic engineering #information engineering
  27. Boosting Semantic Human Matting with Coarse Annotations
    2020/04/10 by Jinlin Liu, Yuan Yao, Liu, Jinlin +11 · 2 citations
    Computer Science · Materials Science · Medicine · #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) #Textile materials and evaluations #Thermoregulation and physiological responses #electronic engineering #information engineering
  28. Spatio-Temporal Inception Graph Convolutional Networks for Skeleton-Based Action Recognition
    2020/11/26 by Zhen Huang, Xu Shen, Huang, Zhen +9 · 2 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimedia (cs.MM)
  29. DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation
    2020/11/19 by Xing Shen, Shen, Xing, Jirui Yang +13 · 2 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 #Image and Object Detection Techniques
  30. Revisiting Knowledge Distillation: An Inheritance and Exploration Framework
    2021/07/01 by Zhen Huang, Xu Shen, Huang, Zhen +15 · 2 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
  31. Dense Learning based Semi-Supervised Object Detection
    2022/04/15 by Binghui Chen, Chen, Binghui, Pengyu Li +9 · 2 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
  32. SP-ViT: Learning 2D Spatial Priors for Vision Transformers
    2022/06/15 by Yuxuan Zhou, Zhou, Yuxuan, Wangmeng Xiang +13 · 2 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.4
  33. Identifying Hard Noise in Long-Tailed Sample Distribution
    2022/07/27 by Xuanyu Yi, Yi, Xuanyu, Kaihua Tang +7 · 2 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
  34. Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification
    2021/12/28 by Beier Zhu, Zhu, Beier, Yulei Niu +5 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #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
  35. Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution
    2022/12/03 by Wentong Li, Li, Wentong, Wenyu Liu +11 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Medical Image Segmentation Techniques
  36. TGNN: A Joint Semi-supervised Framework for Graph-level Classification
    2023/04/23 by Lili Ju, Ju, Wei, Xiao Luo +13 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  37. Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images
    2018/04/14 by Zhi-Qi Cheng, Cheng, Zhi-Qi, Xiao Wu +5 · 1 citation
    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 #Video Surveillance and Tracking Methods
  38. PyRetri: A PyTorch-based Library for Unsupervised Image Retrieval by Deep Convolutional Neural Networks
    2020/05/02 by Benyi Hu, Renjie Song, Hu, Benyi +9 · 1 citation
    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 #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimedia (cs.MM)
  39. Joint Auction-Coalition Formation Framework for Communication-Efficient Federated Learning in UAV-Enabled Internet of Vehicles
    2020/07/13 by Jer Shyuan Ng, Wei Yang Bryan Lim, Ng, Jer Shyuan +15 · 1 citation
    Computer Science · Engineering · #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #UAV Applications and Optimization #electronic engineering #information engineering
  40. Apparel-invariant Feature Learning for Apparel-changed Person Re-identification
    2020/08/14 by Zhengxu Yu, Yu, Zhengxu, Yilun Zhao +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  41. SpineOne: A One-Stage Detection Framework for Degenerative Discs and Vertebrae
    2021/10/28 by Jiabo He, Wei Liu, He, Jiabo +7 · 1 citation
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Spinal Fractures and Fixation Techniques #Spine and Intervertebral Disc Pathology
  42. Meta Clustering Learning for Large-scale Unsupervised Person Re-identification
    2021/11/19 by Xin Jin, Jin, Xin, Tianyu He +13 · 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
  43. Efficient Token Compression for Vision Transformer with Spatial Information Preserved
    2025/03/30 by Junzhu Mao, Yang Shen, Mao, Junzhu +7 · 2 citations
    Computer Science · #Advanced Data Compression Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM)
  44. POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position Search
    2024/10/12 by Chong-Yang Xiang, Xiang, Chong-Yang, Jun-Yan He +7 · 1 citation
    Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
  45. Towards Graph Prompt Learning: A Survey and Beyond
    2024/08/26 by Qingqing Long, Long, Qingqing, Yuchen Yan +26 · 1 citation
    Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence in Healthcare
  46. UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval
    2024/12/14 by Haoyu Jiang, Jiang, Haoyu, Zhi-Qi Cheng +14 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling