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Shilong Liu

  1. Recognize Anything: A Strong Image Tagging Model
    2023/06/06 by Youcai Zhang, Xinyu Huang, Zhang, Youcai +21 · 2 voices · 41 citations
    Computer Science · #cs.CV
  2. DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection
    2022/03/07 by Hao Zhang, Feng Li, Zhang, Hao +13 · 162 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications
  3. Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks
    2024/01/25 by Tianhe Ren, Shilong Liu, Ren, Tianhe +31 · 215 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
  4. LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents
    2023/11/09 by Shilong Liu, Hao Cheng, Liu, Shilong +23 · 1 voice · 42 citations
    #cs.CV #cs.AI #cs.CL #cs.LG #cs.MM
  5. DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR
    2022/01/28 by Shilong Liu, Liu, Shilong, Feng Li +13 · 55 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. DN-DETR: Accelerate DETR Training by Introducing Query DeNoising
    2022/03/02 by Feng Li, Hao Zhang, Li, Feng +9 · 35 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Network Packet Processing and Optimization
  7. Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation
    2022/06/06 by Feng Li, Li, Feng, Hao Zhang +11 · 33 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  8. Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection
    2024/05/16 by Tianhe Ren, Qing Jiang, Ren, Tianhe +29 · 31 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models
    2023/12/05 by Hao Zhang, Hongyang Li, Zhang, Hao +19 · 22 citations
    Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Speech and dialogue systems
  10. Semantic-SAM: Segment and Recognize Anything at Any Granularity
    2023/07/10 by Feng Li, Hao Zhang, Li, Feng +15 · 18 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  11. MMedAgent: Learning to Use Medical Tools with Multi-modal Agent
    2024/07/02 by Binxu Li, Tiankai Yan, Li, Binxu +18 · 23 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Speech and dialogue systems
  12. Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models
    2024/05/07 by Fan Bao, Chendong Xiang, Bao, Fan +17 · 22 citations
    Computer Science · Social Sciences · #Video Analysis and Summarization #Multimedia Communication and Technology #Artificial Intelligence in Games
  13. T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy
    2024/03/21 by Qing Jiang, Feng Li, Jiang, Qing +9 · 18 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Video Analysis and Summarization
  14. Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
    2025/05/26 by J. F. Qiu, Qi Xuan, Qiu, Jiahao +33 · 49 citations
    Computer Science · #Evolutionary Algorithms and Applications
  15. A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
    2025/07/28 by Huan-ang Gao, Gao, Huan-ang, Jiayi Geng +51 · 2 voices · 55 citations
    #cs.AI
  16. TAPTR: Tracking Any Point with Transformers as Detection
    2024/03/19 by Hongyang Li, Hao Zhang, Li, Hongyang +11 · 13 citations
    Computer Science · #Neural Networks and Applications #Advanced Neural Network Applications #Handwritten Text Recognition Techniques
  17. DINO-X: A Unified Vision Model for Open-World Object Detection and Understanding
    2024/11/21 by Tianhe Ren, Ren, Tianhe, Yihao Chen +37 · 21 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Eagle 2: Building Post-Training Data Strategies from Scratch for Frontier Vision-Language Models
    2025/01/20 by Zhiqi Li, Li, Zhiqi, Chen, Guo +50 · 16 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 #Natural Language Processing Techniques #Topic Modeling
  19. CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents
    2024/07/01 by Tianqi Xu, Xu, Tianqi, Linyao Chen +23 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Speech and dialogue systems
  20. A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models
    2025/02/22 by Zihao Lin, Lin, Zihao, Samyadeep Basu +39 · 9 citations
    Environmental Science · Engineering · #Groundwater flow and contamination studies #Dam Engineering and Safety #Tunneling and Rock Mechanics
  21. TAPTRv2: Attention-based Position Update Improves Tracking Any Point
    2024/07/23 by Hongyang Li, Hao Zhang, Li, Hongyang +13 · 5 citations
    Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Robotics and Sensor-Based Localization #Gaze Tracking and Assistive Technology
  22. Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation
    2023/02/03 by Jie Yang, Ailing Zeng, Yang, Jie +9 · 3 citations
    Computer Science · #Human Pose and Action Recognition #Video Analysis and Summarization #Anomaly Detection Techniques and Applications
  23. Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR
    2023/03/13 by Feng Li, Li, Feng, Ailing Zeng +11 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Domain Adaptation and Few-Shot Learning
  24. detrex: Benchmarking Detection Transformers
    2023/06/12 by Tianhe Ren, Shilong Liu, Ren, Tianhe +29 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  25. On Path to Multimodal Historical Reasoning: HistBench and HistAgent
    2025/05/26 by J. F. Qiu, Qiu, Jiahao, Fulian Xiao +187 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  26. T-Rex: Counting by Visual Prompting
    2023/11/22 by Qing Jiang, Feng Li, Jiang, Qing +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection