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Chunliang Li

  1. Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes
    2023/05/03 by Cheng-Yu Hsieh, Chunliang Li, Chun-Liang Li +18 · 5 voices · 108 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
  2. FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence
    2020/01/21 by Kihyuk Sohn, Sohn, Kihyuk, David Berthelot +15 · 165 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
  3. CutPaste: Self-Supervised Learning for Anomaly Detection and Localization
    2021/04/08 by Chunliang Li, Kihyuk Sohn, Li, Chun-Liang +5 · 50 citations
    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
  4. MMD GAN: Towards Deeper Understanding of Moment Matching Network
    2017/05/24 by Chunliang Li, Li, Chun-Liang, Wei-Cheng Chang +7 · 25 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
  5. On Completeness-aware Concept-Based Explanations in Deep Neural Networks
    2019/10/17 by Chih‐Kuan Yeh, Been Kim, Yeh, Chih-Kuan +9 · 12 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  6. Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval
    2023/02/06 by Kuniaki Saito, Saito, Kuniaki, Kihyuk Sohn +11 · 15 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
  7. A Simple Semi-Supervised Learning Framework for Object Detection
    2020/05/10 by Kihyuk Sohn, Sohn, Kihyuk, Zizhao Zhang +9 · 16 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  8. PseudoSeg: Designing Pseudo Labels for Semantic Segmentation
    2020/10/19 by Yuliang Zou, Zizhao Zhang, Zou, Yuliang +11 · 11 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications
  9. FastVLM: Efficient Vision Encoding for Vision Language Models
    2024/12/17 by Pavan Kumar Anasosalu Vasu, Vasu, Pavan Kumar Anasosalu, Fartash Faghri +19 · 25 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  10. Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization
    2024/06/23 by Cheng-Yu Hsieh, Yung-Sung Chuang, Hsieh, Cheng-Yu +18 · 16 citations
    Neuroscience · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Behavioral Psychology Studies
  11. Learning and Evaluating Representations for Deep One-class Classification
    2020/11/04 by Kihyuk Sohn, Chunliang Li, Sohn, Kihyuk +7 · 7 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 and Data Classification
  12. CodecLM: Aligning Language Models with Tailored Synthetic Data
    2024/04/08 by Zifeng Wang, Chunliang Li, Wang, Zifeng +13 · 7 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 #Speech and dialogue systems #Topic Modeling
  13. The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
    2024/06/07 by Scott Geng, Cheng-Yu Hsieh, Geng, Scott +11 · 8 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surgical Simulation and Training
  14. FormNet: Structural Encoding beyond Sequential Modeling in Form Document\n Information Extraction
    2022/03/16 by Chen-Yu Lee, Lee, Chen-Yu, Chunliang Li +17 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Natural Language Processing Techniques
  15. Implicit Kernel Learning
    2019/02/26 by Chunliang Li, Wei-Cheng Chang, Li, Chun-Liang +7 · 3 citations
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Music and Audio Processing
  16. FastGrasp: Efficient Grasp Synthesis with Diffusion
    2024/11/22 by Xiaofei Wu, Wu, Xiaofei, Tao Liu +8 · 5 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Robotics (cs.RO) #Software Testing and Debugging Techniques
  17. Self-supervise, Refine, Repeat: Improving Unsupervised Anomaly Detection
    2021/06/11 by Jinsung Yoon, Yoon, Jinsung, Kihyuk Sohn +9 · 2 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Influenza Virus Research Studies #Machine Learning (cs.LG)
  18. Prefix Conditioning Unifies Language and Label Supervision
    2022/06/02 by Kuniaki Saito, Kihyuk Sohn, Saito, Kuniaki +11 · 1 citation
    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
  19. Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond
    2018/04/05 by Xi Ouyang, Yu Cheng, Ouyang, Xi +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Video Surveillance and Tracking Methods
  20. FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
    2023/05/04 by Chen-Yu Lee, Lee, Chen-Yu, Chunliang Li +29 · 1 citation
    Computer Science · #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Topic Modeling
  21. FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations
    2025/04/11 by Cheng-Yu Hsieh, Pavan Kumar Anasosalu Vasu, Hsieh, Cheng-Yu +13 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  22. The Delta Learning Hypothesis: Preference Tuning on Weak Data can Yield Strong Gains
    2025/07/08 by Scott Geng, Geng, Scott, Hamish Ivison +11 · 3 citations
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification
  23. Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions
    2024/07/09 by Yu-Guan Hsieh, Cheng-Yu Hsieh, Hsieh, Yu-Guan +17 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  24. Chemokine-Dependent Natural Killer Cells Prevent Pulmonary Metastasis in a Newly Established Mouse Osteosarcoma Model
    2026/07/20 by Jifeng Yang, Frédérique Zindy, Shaela Fields +13 · 1 voice
    Medicine · Immunology and Microbiology · #Sarcoma Diagnosis and Treatment #Immune Cell Function and Interaction #Chemokine receptors and signaling