Jingkang Yang
- Learning to Prompt for Vision-Language Models
2022/07/31 by Kaiyang Zhou, Jingkang Yang, Chen Change Loy +1 · 223 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
- Conditional Prompt Learning for Vision-Language Models
2022/03/10 by Kaiyang Zhou, Jingkang Yang, Zhou, Kaiyang +5 · 169 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Generalized Out-of-Distribution Detection: A Survey
2021/10/21 by Jingkang Yang, Yang, Jingkang, Kaiyang Zhou +5 · 97 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Long Context Transfer from Language to Vision
2024/06/24 by Peiyuan Zhang, Kaichen Zhang, Zhang, Peiyuan +17 · 108 citations
Computer Science · Engineering · #Speech and dialogue systems #Robotics and Automated Systems
- Generalized Out-of-Distribution Detection: A Survey
2024/06/23 by Jingkang Yang, Kaiyang Zhou, Yixuan Li +1 · 83 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Water Systems and Optimization #Digital Media Forensic Detection
- LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models
2024/07/17 by Kaichen Zhang, Bo Li, Zhang, Kaichen +19 · 81 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems
- OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection
2023/06/15 by Jingyang Zhang, Jingkang Yang, Zhang, Jingyang +21 · 23 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
- MIMIC-IT: Multi-Modal In-Context Instruction Tuning
2023/06/08 by Bo Li, Yuanhan Zhang, Li, Bo +13 · 22 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Subtitles and Audiovisual Media
- Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models
2024/11/21 by Yuhao Dong, Zuyan Liu, Dong, Yuhao +11 · 37 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Panoptic Scene Graph Generation
2022/07/22 by Jingkang Yang, Yi Zhe Ang, Yang, Jingkang +9 · 13 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
- Large Language Models are Visual Reasoning Coordinators
2023/10/23 by Liangyu Chen, Chen, Liangyu, Bo Li +13 · 15 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 #Multimodal Machine Learning Applications
- Sparse Mixture-of-Experts are Domain Generalizable Learners
2022/06/08 by Bo Li, Li, Bo, Yifei Shen +13 · 11 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Octopus: Embodied Vision-Language Programmer from Environmental Feedback
2023/10/12 by Jingkang Yang, Yuhao Dong, Yang, Jingkang +19 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO)
- Towards Language-Driven Video Inpainting via Multimodal Large Language Models
2024/01/18 by Jianzong Wu, Wu, Jianzong, Xiangtai Li +19 · 1 voice · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization #cs.CV
- EgoLife: Towards Egocentric Life Assistant
2025/03/05 by Jingkang Yang, Shuai Liu, Yang, Jingkang +38 · 17 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey
2024/07/31 by Atsuyuki Miyai, Jingkang Yang, Miyai, Atsuyuki +23 · 10 citations
Computer Science · Engineering · #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) #Remote-Sensing Image Classification #Text and Document Classification Technologies
- OtterHD: A High-Resolution Multi-modality Model
2023/11/07 by Bo Li, Peiyuan Zhang, Li, Bo +9 · 4 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #CCD and CMOS Imaging Sensors
- Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning
2025/06/16 by Shulin Tian, Ruiqi Wang, Tian, Shulin +16 · 14 citations
Computer Science · #Artificial Intelligence in Games
- Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models
2024/03/29 by Atsuyuki Miyai, Miyai, Atsuyuki, Jingkang Yang +17 · 4 citations
Computer Science · #Semantic Web and Ontologies
- WorldQA: Multimodal World Knowledge in Videos through Long-Chain Reasoning
2024/05/06 by Yuanhan Zhang, Kaichen Zhang, Zhang, Yuanhan +11 · 4 citations
Computer Science · #AI-based Problem Solving and Planning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
- 4D Panoptic Scene Graph Generation
2024/05/16 by Jingkang Yang, Jun Cen, Yang, Jingkang +15 · 3 citations
Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation
- Pair then Relation: Pair-Net for Panoptic Scene Graph Generation
2023/07/17 by Jinghao Wang, Zhengyu Wen, Wang, Jinghao +9 · 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 #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene
2025/03/19 by Shengqiong Wu, Wu, Shengqiong, Fei, Hao +10 · 2 citations
Computer Science · Engineering · #3D Modeling in Geospatial Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Multimodal Machine Learning Applications