Active Domain Adaptation with Multi-level Contrastive Units for Semantic Segmentation. - Hao Zhang 097; Ruimao Zhang (ACCV (7), 2022)

DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR. - Shilong Liu; Feng Li 040; Hao Zhang 097; Xiao Yang; Xianbiao Qi; Hang Su 006; Jun Zhu 001; Lei Zhang 001 (ICLR, 2022)

Vision-Language Intelligence: Tasks, Representation Learning, and Large Models. - Feng Li 040; Hao Zhang 097; Yi-Fan Zhang; Shilong Liu; Jian Guo; Lionel M. Ni; PengChuan Zhang; Lei Zhang 001 (CoRR, 2022)

Active Domain Adaptation with Multi-level Contrastive Units for Semantic Segmentation. - Hao Zhang 097; Ruimao Zhang; Zhanglin Peng; Junle Wang; Yanqing Jing (CoRR, 2022)

A Unified Mutual Supervision Framework for Referring Expression Segmentation and Generation. - Shijia Huang; Feng Li 040; Hao Zhang 097; Shilong Liu; Lei Zhang 001; Liwei Wang 009 (CoRR, 2022)

DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding. - Shilong Liu; Shijia Huang; Feng Li 040; Hao Zhang 097; Yaoyuan Liang; Hang Su 006; Jun Zhu 001; Lei Zhang 001 (AAAI, 2023)

Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation. - Feng Li 040; Hao Zhang 097; Huaizhe Xu; Shilong Liu; Lei Zhang 001; Lionel M. Ni; Heung-Yeung Shum (CVPR, 2023)

Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR. - Feng Li 040; Ailing Zeng; Shilong Liu; Hao Zhang 097; Hongyang Li 003; Lei Zhang 001; Lionel M. Ni (CVPR, 2023)

MP-Former: Mask-Piloted Transformer for Image Segmentation. - Hao Zhang 097; Feng Li 040; Huaizhe Xu; Shijia Huang; Shilong Liu; Lionel M. Ni; Lei Zhang 001 (CVPR, 2023)

DFA3D: 3D Deformable Attention For 2D-to-3D Feature Lifting. - Hongyang Li 003; Hao Zhang 097; Zhaoyang Zeng; Shilong Liu; Feng Li 040; Tianhe Ren; Lei Zhang 001 (ICCV, 2023)

Detection Transformer with Stable Matching. - Shilong Liu; Tianhe Ren; Jiayu Chen; Zhaoyang Zeng; Hao Zhang 097; Feng Li 040; Hongyang Li 003; Jun Huang 007; Hang Su 006; Jun Zhu 001; Lei Zhang 001 (ICCV, 2023)

A Simple Framework for Open-Vocabulary Segmentation and Detection. - Hao Zhang 097; Feng Li 040; Xueyan Zou; Shilong Liu; Chunyuan Li; Jianwei Yang; Lei Zhang 001 (ICCV, 2023)

DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection. - Hao Zhang 097; Feng Li 040; Shilong Liu; Lei Zhang 001; Hang Su 006; Jun Zhu 001; Lionel M. Ni; Heung-Yeung Shum (ICLR, 2023)

Segment Everything Everywhere All at Once. - Xueyan Zou; Jianwei Yang; Hao Zhang 097; Feng Li 040; Linjie Li; Jianfeng Wang; Lijuan Wang; Jianfeng Gao 001; Yong Jae Lee (NeurIPS, 2023)

DA-BEV: Depth Aware BEV Transformer for 3D Object Detection. - Hao Zhang 097; Hongyang Li 003; Xingyu Liao; Feng Li 040; Shilong Liu; Lionel M. Ni; Lei Zhang 001 (CoRR, 2023)

Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection. - Shilong Liu; Zhaoyang Zeng; Tianhe Ren; Feng Li 040; Hao Zhang 097; Jie Yang; Chunyuan Li; Jianwei Yang; Hang Su 006; Jun Zhu 001; Lei Zhang 001 (CoRR, 2023)

A Simple Framework for Open-Vocabulary Segmentation and Detection. - Hao Zhang 097; Feng Li 040; Xueyan Zou; Shilong Liu; Chunyuan Li; Jianfeng Gao 001; Jianwei Yang; Lei Zhang 001 (CoRR, 2023)

Segment Everything Everywhere All at Once. - Xueyan Zou; Jianwei Yang; Hao Zhang 097; Feng Li 040; Linjie Li; Jianfeng Gao 001; Yong Jae Lee (CoRR, 2023)

A Strong and Reproducible Object Detector with Only Public Datasets. - Tianhe Ren; Jianwei Yang; Shilong Liu; Ailing Zeng; Feng Li 040; Hao Zhang 097; Hongyang Li 003; Zhaoyang Zeng; Lei Zhang 001 (CoRR, 2023)

detrex: Benchmarking Detection Transformers. - Tianhe Ren; Shilong Liu; Feng Li 040; Hao Zhang 097; Ailing Zeng; Jie Yang; Xingyu Liao; Ding Jia; Hongyang Li 003; He Cao; Jianan Wang; Zhaoyang Zeng; et al. (CoRR, 2023)

Semantic-SAM: Segment and Recognize Anything at Any Granularity. - Feng Li 040; Hao Zhang 097; Peize Sun; Xueyan Zou; Shilong Liu; Jianwei Yang; Chunyuan Li; Lei Zhang 001; Jianfeng Gao 001 (CoRR, 2023)

Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V. - Jianwei Yang; Hao Zhang 097; Feng Li 040; Xueyan Zou; Chunyuan Li; Jianfeng Gao 001 (CoRR, 2023)

LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models. - Hao Zhang 097; Hongyang Li 003; Feng Li 040; Tianhe Ren; Xueyan Zou; Shilong Liu; Shijia Huang; Jianfeng Gao 001; Lei Zhang 001; Chunyuan Li; Jianwei Yang (CoRR, 2023)

Interfacing Foundation Models' Embeddings. - Xueyan Zou; Linjie Li; Jianfeng Wang; Jianwei Yang; Mingyu Ding; Zhengyuan Yang; Feng Li 040; Hao Zhang 097; Shilong Liu; Arul Aravinthan; Yong Jae Lee; Lijuan Wang (CoRR, 2023)

Visual in-Context Prompting. - Feng Li 040; Qing Jiang; Hao Zhang 097; Tianhe Ren; Shilong Liu; Xueyan Zou; Huaizhe Xu; Hongyang Li 003; Jianwei Yang; Chunyuan Li; Lei Zhang 001; Jianfeng Gao 001 (CVPR, 2024)

TAPTR: Tracking Any Point with Transformers as Detection. - Hongyang Li 003; Hao Zhang 097; Shilong Liu; Zhaoyang Zeng; Tianhe Ren; Feng Li 040; Lei Zhang 001 (ECCV (16), 2024)

Segment and Recognize Anything at Any Granularity. - Feng Li 040; Hao Zhang 097; Peize Sun; Xueyan Zou; Shilong Liu; Chunyuan Li; Jianwei Yang; Lei Zhang 001; Jianfeng Gao 001 (ECCV (48), 2024)

LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents. - Shilong Liu; Hao Cheng 002; Haotian Liu; Hao Zhang 097; Feng Li 040; Tianhe Ren; Xueyan Zou; Jianwei Yang; Hang Su 006; Jun Zhu 001; Lei Zhang 001; Jianfeng Gao 001; et al. (ECCV (47), 2024)

Grounding DINO: Marrying DINO with Grounded Pre-training for Open-Set Object Detection. - Shilong Liu; Zhaoyang Zeng; Tianhe Ren; Feng Li 040; Hao Zhang 097; Jie Yang; Qing Jiang; Chunyuan Li; Jianwei Yang; Hang Su 006; Jun Zhu 001; Lei Zhang 001 (ECCV (47), 2024)

LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models. - Hao Zhang 097; Hongyang Li 003; Feng Li 040; Tianhe Ren; Xueyan Zou; Shilong Liu; Shijia Huang; Jianfeng Gao 001; Leizhang; Chunyuan Li; Jainwei Yang (ECCV (43), 2024)

TAPTRv2: Attention-based Position Update Improves Tracking Any Point. - Hongyang Li 003; Hao Zhang 097; Shilong Liu; Zhaoyang Zeng; Feng Li 040; Bohan Li; Tianhe Ren; Lei Zhang 006 (NeurIPS, 2024)

Interfacing Foundation Models' Embeddings. - Xueyan Zou; Linjie Li; Jianfeng Wang; Jianwei Yang; Mingyu Ding; Junyi Wei; Zhengyuan Yang; Feng Li 040; Hao Zhang 097; Shilong Liu; Arul Aravinthan; Yong Jae Lee; et al. (NeurIPS, 2024)

Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks. - Tianhe Ren; Shilong Liu; Ailing Zeng; Jing Lin; Kunchang Li; He Cao; Jiayu Chen; Xinyu Huang; Yukang Chen; Feng Yan; Zhaoyang Zeng; Hao Zhang 097; et al. (CoRR, 2024)

Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection. - Tianhe Ren; Qing Jiang; Shilong Liu; Zhaoyang Zeng; Wenlong Liu; Han Gao; Hongjie Huang; Zhengyu Ma; Xiaoke Jiang; Yihao Chen; Yuda Xiong; Hao Zhang 097; et al. (CoRR, 2024)

MotionLLM: Understanding Human Behaviors from Human Motions and Videos. - Ling-Hao Chen; Shunlin Lu; Ailing Zeng; Hao Zhang 097; Benyou Wang; Ruimao Zhang; Lei Zhang 001 (CoRR, 2024)

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models. - Feng Li 040; Renrui Zhang; Hao Zhang 097; Yuanhan Zhang; Bo Li 080; Wei Li 190; Zejun Ma; Chunyuan Li (CoRR, 2024)

TAPTRv2: Attention-based Position Update Improves Tracking Any Point. - Hongyang Li 003; Hao Zhang 097; Shilong Liu; Zhaoyang Zeng; Feng Li 040; Tianhe Ren; Bohan Li; Lei Zhang 001 (CoRR, 2024)

LLaVA-OneVision: Easy Visual Task Transfer. - Bo Li 080; Yuanhan Zhang; Dong Guo; Renrui Zhang; Feng Li 040; Hao Zhang 097; Kaichen Zhang; Yanwei Li; Ziwei Liu 002; Chunyuan Li (CoRR, 2024)

DINO-X: A Unified Vision Model for Open-World Object Detection and Understanding. - Tianhe Ren; Yihao Chen; Qing Jiang; Zhaoyang Zeng; Yuda Xiong; Wenlong Liu; Zhengyu Ma; Junyi Shen; Yuan Gao; Xiaoke Jiang; Xingyu Chen; Zhuheng Song; et al. (CoRR, 2024)

DN-DETR: Accelerate DETR Training by Introducing Query DeNoising. - Feng Li 040; Hao Zhang 097; Shilong Liu; Jian Guo; Lionel M. Ni; Lei Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

LLaVA-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models. - Feng Li 040; Renrui Zhang; Hao Zhang 097; Yuanhan Zhang; Bo Li 080; Wei Li 190; Zejun Ma; Chunyuan Li (ICLR, 2025)

LLaVA-OneVision: Easy Visual Task Transfer. - Bo Li 080; Yuanhan Zhang; Dong Guo; Renrui Zhang; Feng Li 040; Hao Zhang 097; Kaichen Zhang; Peiyuan Zhang; Yanwei Li; Ziwei Liu 002; Chunyuan Li (Trans. Mach. Learn. Res., 2025)

Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning. - Shulin Tian; Ruiqi Wang; Hongming Guo; Penghao Wu; Yuhao Dong; Xiuying Wang 012; Jingkang Yang; Hao Zhang 097; Hongyuan Zhu; Ziwei Liu 002 (CoRR, 2025)

A Mutual Supervision Framework for Referring Expression Segmentation and Generation. - Shijia Huang; Feng Li 040; Hao Zhang 097; Shilong Liu; Lei Zhang 001; Liwei Wang 009 (Int. J. Comput. Vis., 2025)