Wu, Jiannan
- InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks
2023/12/21 by Chen, Zhe, Wu, Jiannan, Wang, Wenhai +12 · 568 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks
2023/05/18 by Wenhai Wang, Wang, Wenhai, Zhe Chen +19 · 57 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques
- Language as Queries for Referring Video Object Segmentation
2022/01/03 by Jiannan Wu, Wu, Jiannan, Yi Jiang +7 · 36 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- Universal Instance Perception as Object Discovery and Retrieval
2023/03/12 by Bin Yan, Yi Jiang, Yan, Bin +11 · 34 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
- VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
2024/06/12 by Jiannan Wu, Wu, Jiannan, Muyan Zhong +23 · 41 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models
2024/04/19 by Chuofan Ma, Yi Jiang, Ma, Chuofan +7 · 35 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving
2020/10/19 by Ming Zhou, Zhou, Ming, Jun Luo +68 · 12 citations
Computer Science · Engineering · #Reinforcement Learning in Robotics #Autonomous Vehicle Technology and Safety #Transportation and Mobility Innovations
- UniRef++: Segment Every Reference Object in Spatial and Temporal Spaces
2023/12/25 by Jiannan Wu, Yi Jiang, Wu, Jiannan +9 · 7 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
- Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders
2022/10/09 by Haosen Yang, Huang Deng, Yang, Haosen +13 · 2 citations
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 #Multimodal Machine Learning Applications
- The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs
2025/07/10 by Jierun Chen, Tiezheng Yu, Chen, Jierun +24 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Exploring Transformers for Open-world Instance Segmentation
2023/08/08 by Jiannan Wu, Yi Jiang, Wu, Jiannan +9 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- InSight-o3: Empowering Multimodal Foundation Models with Generalized Visual Search
2025/12/21 by Li, Kaican, Yao, Lewei, Wu, Jiannan +7 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)