Xu, Shilin
- Towards Open Vocabulary Learning: A Survey
2023/06/28 by Wu, Jianzong, Li, Xiangtai, Xu, Shilin +9 · 22 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos
2025/01/07 by Haobo Yuan, Yuan, Haobo, Xiangtai Li +18 · 40 citations
Computer Science · Medicine · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
- An Open and Comprehensive Pipeline for Unified Object Grounding and Detection
2024/01/04 by Zhao, Xiangyu, Chen, Yicheng, Xu, Shilin +4 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- LLAVADI: What Matters For Multimodal Large Language Models Distillation
2024/07/28 by Shilin Xu, Xiangtai Li, Xu, Shilin +9 · 9 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- An Empirical Study of GPT-4o Image Generation Capabilities
2025/04/08 by Sixiang Chen, Jinbin Bai, Chen, Sixiang +31 · 9 citations
Computer Science · Arts and Humanities · #Generative Adversarial Networks and Image Synthesis #Digital Humanities and Scholarship #Music Technology and Sound Studies
- Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models
2025/05/30 by Shilin Xu, Yanwei Li, Xu, Shilin +19 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World
2025/06/30 by Xiangtai Li, Li, Xiangtai, Tao Zhang +29 · 1 voice · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything
2024/01/18 by Xu, Shilin, Yuan, Haobo, Shi, Qingyu +9 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Direct Preference Optimization for LLM-Enhanced Recommendation Systems
2024/10/08 by Chao Sun, Sun, Chao, Yaobo Liang +9 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques
- PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation
2023/01/03 by Li, Xiangtai, Xu, Shilin, Yang, Yibo +6 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs
2025/01/08 by Zhou, Yikang, Zhang, Tao, Xu, Shilin +7 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- On Path to Multimodal Generalist: General-Level and General-Bench
2025/05/07 by Fei Hao, Fei, Hao, Yuan Zhou +57 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text Readability and Simplification #Topic Modeling
- DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection
2023/10/02 by Shilin Xu, Xu, Shilin, Xiangtai Li +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling