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Chen, Guangyi

  1. DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting
    2021/12/02 by Yongming Rao, Rao, Yongming, Wenliang Zhao +13 · 47 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  2. Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion
    2022/03/25 by Tianpei Gu, Guangyi Chen, Gu, Tianpei +11 · 32 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  3. FineDiving: A Fine-grained Dataset for Procedure-aware Action Quality Assessment
    2022/04/07 by Jinglin Xu, Xu, Jinglin, Yongming Rao +9 · 17 citations
    Computer Science · Psychology · #Human Pose and Action Recognition #Sport Psychology and Performance #Anomaly Detection Techniques and Applications
  4. PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery
    2022/12/11 by Sheng Zhang, Salman Khan, Zhang, Sheng +9 · 16 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  5. Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification
    2021/08/19 by Yongming Rao, Rao, Yongming, Guangyi Chen +5 · 9 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) #Video Surveillance and Tracking Methods
  6. Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities of Large Language Models
    2024/02/19 by Li, Loka, Chen, Zhenhao, Chen, Guangyi +4 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. Understanding Masked Autoencoders via Hierarchical Latent Variable Models
    2023/06/08 by Lingjing Kong, Kong, Lingjing, Martin Q. Ma +11 · 7 citations
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Image Processing Techniques and Applications
  8. Efficient Inference of Vision Instruction-Following Models with Elastic Cache
    2024/07/25 by Liu, Zuyan, Liu, Benlin, Wang, Jiahui +5 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Subspace Identification for Multi-Source Domain Adaptation
    2023/10/07 by Zijian Li, Li, Zijian, Ruichu Cai +9 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. PLOT: Prompt Learning with Optimal Transport for Vision-Language Models
    2022/10/03 by Guangyi Chen, Weiran Yao, Chen, Guangyi +9 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #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
  11. Adversarial Alignment for Source Free Object Detection
    2023/01/11 by Chu, Qiaosong, Li, Shuyan, Chen, Guangyi +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Temporally Disentangled Representation Learning under Unknown Nonstationarity
    2023/10/28 by Xiangchen Song, Song, Xiangchen, Weiran Yao +13 · 5 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  13. Tem-adapter: Adapting Image-Text Pretraining for Video Question Answer
    2023/08/16 by Guangyi Chen, Chen, Guangyi, Xiao Liu +11 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  14. Learning Discrete Concepts in Latent Hierarchical Models
    2024/06/01 by Lingjing Kong, Guangyi Chen, Kong, Lingjing +9 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Text and Document Classification Technologies
  15. CT4D: Consistent Text-to-4D Generation with Animatable Meshes
    2024/08/15 by Chen, Ce, Huang, Shaoli, Chen, Xuelin +4 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  16. Narrative Action Evaluation with Prompt-Guided Multimodal Interaction
    2024/04/22 by Shiyi Zhang, Zhang, Shiyi, Sule Bai +11 · 4 citations
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Speech and dialogue systems
  17. Temporally Disentangled Representation Learning
    2022/10/24 by Weiran Yao, Guangyi Chen, Yao, Weiran +3 · 5 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
  18. Causal Representation Learning from Multimodal Biomedical Observations
    2024/11/10 by Yuewen Sun, Sun, Yuewen, Lingjing Kong +23 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · #Biomedical Text Mining and Ontologies #FOS: Biological sciences #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Methodology (stat.ME) #Quantitative Methods (q-bio.QM)
  19. CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process
    2024/01/25 by Chen, Guangyi, Shen, Yifan, Chen, Zhenhao +5 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
  20. Human Trajectory Prediction via Counterfactual Analysis
    2021/07/29 by Chen, Guangyi, Li, Junlong, Lu, Jiwen +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Nonstationary Time Series Forecasting via Unknown Distribution Adaptation
    2024/02/20 by Zijian Li, Ruichu Cai, Li, Zijian +15 · 2 citations
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Forecasting Techniques and Applications
  22. Learning Latent Causal Dynamics
    2022/02/10 by Yao, Weiran, Chen, Guangyi, Zhang, Kun · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  23. Federated Causal Discovery from Heterogeneous Data
    2024/02/20 by Li, Loka, Ng, Ignavier, Luo, Gongxu +5 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Learning General Causal Structures with Hidden Dynamic Process for Climate Analysis
    2025/01/21 by Minghao Fu, Biwei Huang, Fu, Minghao +12 · 4 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Data Analysis with R #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
  25. Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective
    2024/06/25 by Hanqi Yan, Yanzheng Xiang, Yan, Hanqi +9 · 2 citations
    Computer Science · Arts and Humanities · #Natural Language Processing Techniques #Text Readability and Simplification #Syntax, Semantics, Linguistic Variation
  26. Causality for Large Language Models
    2024/10/20 by Anpeng Wu, Kun Kuang, Wu, Anpeng +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
  27. Causal Temporal Representation Learning with Nonstationary Sparse Transition
    2024/09/05 by Song, Xiangchen, Li, Zijian, Chen, Guangyi +4 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  28. Language-free Compositional Action Generation via Decoupling Refinement
    2023/07/07 by Liu, Xiao, Chen, Guangyi, Tang, Yansong +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. On the Identification of Temporally Causal Representation with Instantaneous Dependence
    2024/05/24 by Li, Zijian, Shen, Yifan, Zheng, Kaitao +5 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  30. Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment
    2023/08/24 by Zhang, Sheng, Naseer, Muzammal, Chen, Guangyi +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. Identifying Semantic Component for Robust Molecular Property Prediction
    2023/11/08 by Li, Zijian, Xu, Zunhong, Cai, Ruichu +5 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
  32. Towards Understanding Extrapolation: a Causal Lens
    2025/01/15 by Kong, Lingjing, Chen, Guangyi, Stojanov, Petar +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  33. Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning
    2025/03/01 by Zijian Li, Shunxing Fan, Li, Zijian +15 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  34. SmartCLIP: Modular Vision-language Alignment with Identification Guarantees
    2025/07/29 by Xie, Shaoan, Kong, Lingjing, Zheng, Yujia +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition
    2024/02/20 by Li, Yuke, Chen, Guangyi, Abramowitz, Ben +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Reflection-Window Decoding: Text Generation with Selective Refinement
    2025/02/05 by Zeyu Tang, Tang, Zeyu, Zhenhao Chen +15 · 2 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