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Zhao, Bingchen

  1. Humanity's Last Exam
    2025/01/24 by Long Phan, Alice Gatti, Phan, Long +2240 · 9 voices · 105 citations
    #cs.LG #cs.AI #cs.CL
  2. What If We Recaption Billions of Web Images with LLaMA-3?
    2024/06/12 by Xianhang Li, Xiangde Li, Haoqin Tu +22 · 2 voices · 17 citations
    Computer Science · #Medical Image Segmentation Techniques #cs.CL #cs.CV
  3. HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
    2024/04/15 by Mude Hui, Siwei Yang, Hui, Mude +13 · 43 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
  4. Parametric Classification for Generalized Category Discovery: A Baseline Study
    2022/11/21 by Xin Wen, Bingchen Zhao, Wen, Xin +3 · 21 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification
  5. Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence
    2024/04/08 by Peng, Bo, Goldstein, Daniel, Anthony, Quentin +27 · 22 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation
    2021/07/07 by Bingchen Zhao, Zhao, Bingchen, Kai Han +1 · 13 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. Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery
    2023/05/10 by Zhao, Bingchen, Wen, Xin, Han, Kai · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. XCon: Learning with Experts for Fine-grained Category Discovery
    2022/08/03 by Fei, Yixin, Zhao, Zhongkai, Yang, Siwei +1 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs
    2023/11/27 by Haoqin Tu, Tu, Haoqin, Chenhang Cui +15 · 10 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning
    2023/12/18 by Bingchen Zhao, Haoqin Tu, Zhao, Bingchen +7 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  11. Benchmarking Multi-Image Understanding in Vision and Language Models: Perception, Knowledge, Reasoning, and Multi-Hop Reasoning
    2024/06/18 by Zhao, Bingchen, Zong, Yongshuo, Zhang, Letian +1 · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset
    2025/07/28 by Yuhan Wang, Wang, Yuhan, Siwei Yang +11 · 29 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  13. AttnGCG: Enhancing Jailbreaking Attacks on LLMs with Attention Manipulation
    2024/10/11 by Zijun Wang, Haoqin Tu, Wang, Zijun +9 · 9 citations
    Computer Science · #Digital and Cyber Forensics #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques
  14. CLIPS: An Enhanced CLIP Framework for Learning with Synthetic Captions
    2024/11/25 by Yanqing Liu, Liu, Yanqing, Xianhang Li +7 · 9 citations
    Arts and Humanities · Computer Science · #Subtitles and Audiovisual Media #Translation Studies and Practices #Video Analysis and Summarization
  15. PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery
    2024/07/26 by Cendra, Fernando Julio, Zhao, Bingchen, Han, Kai · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Incremental Generalized Category Discovery
    2023/04/27 by Bingchen Zhao, Zhao, Bingchen, Oisin Mac Aodha +1 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Image Retrieval and Classification Techniques
  17. What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights
    2024/05/31 by Xin Wen, Wen, Xin, Bingchen Zhao +7 · 4 citations
    Computer Science · #Semantic Web and Ontologies #Imbalanced Data Classification Techniques #Data Mining Algorithms and Applications
  18. OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images
    2021/11/29 by Zhao, Bingchen, Yu, Shaozuo, Ma, Wufei +6 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Complex-Edit: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark
    2025/04/17 by Siwei Yang, Yang, Siwei, Mude Hui +9 · 6 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  20. Self-Supervised Visual Representation Learning with Semantic Grouping
    2022/05/30 by Wen, Xin, Zhao, Bingchen, Zheng, Anlin +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?
    2024/09/23 by Yunfei Xie, Jianzhen Wu, Xie, Yunfei +14 · 4 citations
    Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images
    2023/04/17 by Zhao, Bingchen, Wang, Jiahao, Ma, Wufei +7 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Fool Your (Vision and) Language Model With Embarrassingly Simple Permutations
    2023/10/02 by Zong, Yongshuo, Yu, Tingyang, Chavhan, Ruchika +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery
    2024/04/13 by Wang, Ye, Wang, Yaxiong, Wu, Yujiao +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Rail-5k: a Real-World Dataset for Rail Surface Defects Detection
    2021/06/28 by Zihao Zhang, Shaozuo Yu, Zhang, Zihao +7 · 1 citation
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Railway Engineering and Dynamics #Tunneling and Rock Mechanics
  26. Contextuality Helps Representation Learning for Generalized Category Discovery
    2024/07/29 by Luo, Tingzhang, Du, Mingxuan, Shi, Jiatao +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Vision Learners Meet Web Image-Text Pairs
    2023/01/17 by Bingchen Zhao, Zhao, Bingchen, Quan Cui +8 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  28. Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis
    2025/03/11 by Zhang, Letian, Cui, Quan, Zhao, Bingchen +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models
    2023/10/10 by Zhang, Letian, Zhai, Xiaotong, Zhao, Zhongkai +3 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. AQA-Bench: An Interactive Benchmark for Evaluating LLMs' Sequential Reasoning Ability
    2024/02/14 by Yang, Siwei, Zhao, Bingchen, Xie, Cihang · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. "Principal Components" Enable A New Language of Images
    2025/03/11 by Wen, Xin, Zhao, Bingchen, Elezi, Ismail +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. A Data-Centric Revisit of Pre-Trained Vision Models for Robot Learning
    2025/03/10 by Wen, Xin, Zhao, Bingchen, Chen, Yilun +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  33. Beyond the Known: Novel Class Discovery for Open-world Graph Learning
    2024/03/29 by Yucheng Jin, Yun Xiong, Jin, Yucheng +13 · 1 citation
    Computer Science · #Educational Technology and Assessment #Data Mining Algorithms and Applications #Open Education and E-Learning
  34. The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements
    2025/06/27 by Zhao, Bingchen, Magka, Despoina, Jiang, Minqi +20 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)