Xiangtai Li

According to our database, Xiangtai Li authored at least 159 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Rethinking Evaluation Metrics of Open-Vocabulary Segmentation.

Hao Zhou, Lu Qi, Tiancheng Shen, Hai Huang, Xu Yang, Xiangtai Li, Ming-Hsuan Yang

IEEE Trans. Pattern Anal. Mach. Intell., August, 2025

VimoRAG: Video-based Retrieval-augmented 3D Motion Generation for Motion Language Models.

Haidong Xu, Guangwei Xu, Zhedong Zheng, Xiatian Zhu, Wei Ji, Xiangtai Li, Ruijie Guo, Meishan Zhang, Min Zhang, Hao Fei

CoRR, August, 2025

Human-in-Context: Unified Cross-Domain 3D Human Motion Modeling via In-Context Learning.

Mengyuan Liu, Xinshun Wang, Zhongbin Fang, Deheng Ye, Xia Li, Tao Tang, Songtao Wu, Xiangtai Li, Ming-Hsuan Yang

CoRR, August, 2025

Bridge Feature Matching and Cross-Modal Alignment with Mutual-filtering for Zero-shot Anomaly Detection.

Yuhu Bai, Jiangning Zhang, Yunkang Cao, Guangyuan Lu, Qingdong He, Xiangtai Li, Guanzhong Tian

CoRR, July, 2025

Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology.

Haochen Wang, Xiangtai Li, Zilong Huang, Anran Wang, Jiacong Wang, Tao Zhang, Jiani Zheng, Sule Bai, Zijian Kang, Jiashi Feng, Zhuochen Wang, Zhaoxiang Zhang

CoRR, July, 2025

Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning.

Qingdong He, Xueqin Chen, Chaoyi Wang, Yanjie Pan, Xiaobin Hu, Zhenye Gan, Yabiao Wang, Chengjie Wang, Xiangtai Li, Jiangning Zhang

CoRR, July, 2025

DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World.

Xiangtai Li, Tao Zhang, Yanwei Li, Haobo Yuan, Shihao Chen, Yikang Zhou, Jiahao Meng, Yueyi Sun, Shilin Xu, Lu Qi, Tianheng Cheng, Yi Lin, Zilong Huang, Wenhao Huang, Jiashi Feng, Guang Shi

CoRR, June, 2025

Towards Explainable Bilingual Multimodal Misinformation Detection and Localization.

Yiwei He, Xiangtai Li, Zhenglin Huang, Yi Dong, Hao Fei, Jiangning Zhang, Baoyuan Wu, Guangliang Cheng

CoRR, June, 2025

Dense360: Dense Understanding from Omnidirectional Panoramas.

Yikang Zhou, Tao Zhang, Dizhe Zhang, Shunping Ji, Xiangtai Li, Lu Qi

CoRR, June, 2025

UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions.

Zhucun Xue, Jiangning Zhang, Teng Hu, Haoyang He, Yinan Chen, Yuxuan Cai, Yabiao Wang, Chengjie Wang, Yong Liu, Xiangtai Li, Dacheng Tao

CoRR, June, 2025

AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding.

Zhucun Xue, Jiangning Zhang, Xurong Xie, Yuxuan Cai, Yong Liu, Xiangtai Li, Dacheng Tao

CoRR, June, 2025

CyberV: Cybernetics for Test-time Scaling in Video Understanding.

Jiahao Meng, Shuyang Sun, Yue Tan, Lu Qi, Yunhai Tong, Xiangtai Li, Longyin Wen

CoRR, June, 2025

MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query.

Wei Chow, Yuan Gao, Linfeng Li, Xian Wang, Qi Xu, Hang Song, Lingdong Kong, Ran Zhou, Yi Zeng, Yidong Cai, Botian Jiang, Shilin Xu, Jiajun Zhang, Minghui Qiu, Xiangtai Li, Tianshu Yang, Siliang Tang, Juncheng Li

CoRR, June, 2025

DST-Det: Open-Vocabulary Object Detection via Dynamic Self-Training.

Shilin Xu, Xiangtai Li, Size Wu, Wenwei Zhang, Yunhai Tong, Chen Change Loy

IEEE Trans. Circuits Syst. Video Technol., May, 2025

Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models.

Shilin Xu, Yanwei Li, Rui Yang, Tao Zhang, Yueyi Sun, Wei Chow, Linfeng Li, Hang Song, Qi Xu, Yunhai Tong, Xiangtai Li, Hao Fei

CoRR, May, 2025

PixelThink: Towards Efficient Chain-of-Pixel Reasoning.

Song Wang, Gongfan Fang, Lingdong Kong, Xiangtai Li, Jianyun Xu, Sheng Yang, Qiang Li, Jianke Zhu, Xinchao Wang

CoRR, May, 2025

Muddit: Liberating Generation Beyond Text-to-Image with a Unified Discrete Diffusion Model.

Qingyu Shi, Jinbin Bai, Zhuoran Zhao, Wenhao Chai, Kaidong Yu, Jianzong Wu, Shuangyong Song, Yunhai Tong, Xiangtai Li, Xuelong Li, Shuicheng Yan

CoRR, May, 2025

DiffDecompose: Layer-Wise Decomposition of Alpha-Composited Images via Diffusion Transformers.

Zitong Wang, Hang Zhao, Qianyu Zhou, Xuequan Lu, Xiangtai Li, Yiren Song

CoRR, May, 2025

So-Fake: Benchmarking and Explaining Social Media Image Forgery Detection.

Zhenglin Huang, Tianxiao Li, Xiangtai Li, Haiquan Wen, Yiwei He, Jiangning Zhang, Hao Fei, Xi Yang, Xiaowei Huang, Bei Peng, Guangliang Cheng

CoRR, May, 2025

Conditional Panoramic Image Generation via Masked Autoregressive Modeling.

Chaoyang Wang, Xiangtai Li, Lu Qi, Xiaofan Lin, Jinbin Bai, Qianyu Zhou, Yunhai Tong

CoRR, May, 2025

BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation.

Haiquan Wen, Yiwei He, Zhenglin Huang, Tianxiao Li, Zihan Yu, Xingru Huang, Lu Qi, Baoyuan Wu, Xiangtai Li, Guangliang Cheng

CoRR, May, 2025

On Path to Multimodal Generalist: General-Level and General-Bench.

Hao Fei, Yuan Zhou, Juncheng Li, Xiangtai Li, Qingshan Xu, Bobo Li, Shengqiong Wu, Yaoting Wang, Junbao Zhou, Jiahao Meng, Qingyu Shi, Zhiyuan Zhou, Liangtao Shi, Minghe Gao, Daoan Zhang, Zhiqi Ge, Weiming Wu, Siliang Tang, Kaihang Pan, Yaobo Ye, Haobo Yuan, Tao Zhang, Tianjie Ju, Zixiang Meng, Shilin Xu, Liyu Jia, Wentao Hu, Meng Luo, Jiebo Luo, Tat-Seng Chua, Shuicheng Yan, Hanwang Zhang

CoRR, May, 2025

Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook.

Muyi Bao, Shuchang Lyu, Zhaoyang Xu, Huiyu Zhou, Jinchang Ren, Shiming Xiang, Xiangtai Li, Guangliang Cheng

CoRR, May, 2025

MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation.

Jiahao Xie, Wei Li, Xiangtai Li, Ziwei Liu, Yew Soon Ong, Chen Change Loy

Int. J. Comput. Vis., April, 2025

OmniAudio: Generating Spatial Audio from 360-Degree Video.

Huadai Liu, Tianyi Luo, Qikai Jiang, Kaicheng Luo, Peiwen Sun, Jialei Wang, Rongjie Huang, Qian Chen, Wen Wang, Xiangtai Li, Shiliang Zhang, Zhijie Yan, Zhou Zhao, Wei Xue

CoRR, April, 2025

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results.

Xin Li, Yeying Jin, Xin Jin, Zongwei Wu, Bingchen Li, Yufei Wang, Wenhan Yang, Yu Li, Zhibo Chen, Bihan Wen, Robby T. Tan, Radu Timofte, Qiyu Rong, Hongyuan Jing, Mengmeng Zhang, Jinglong Li, Xiangyu Lu, Yi Ren, Yuting Liu, Meng Zhang, Xiang Chen, Qiyuan Guan, Jiangxin Dong, Jinshan Pan, Conglin Gou, Qirui Yang, Fangpu Zhang, Yunlong Lin, Sixiang Chen, Guoxi Huang, Ruirui Lin, Yan Zhang, Jingyu Yang, Huanjing Yue, Jiyuan Chen, Qiaosi Yi, Hongjun Wang, Chenxi Xie, Shuai Li, Yuhui Wu, Kaiyi Ma, Jiakui Hu, Juncheng Li, Liwen Pan, Guangwei Gao, Wenjie Li, Zhenyu Jin, Heng Guo, Zhanyu Ma, Yubo Wang, Jinghua Wang, Wangzhi Xing, Anjusree Karnavar, Diqi Chen, Mohammad Aminul Islam, Hao Yang, Ruikun Zhang, Liyuan Pan, Qianhao Luo, XinCao, Han Zhou, Yan Min, Wei Dong, Jun Chen, Taoyi Wu, Weijia Dou, Yu Wang, Shengjie Zhao, Yongcheng Huang, Xingyu Han, Anyan Huang, Hongtao Wu, Hong Wang, Yefeng Zheng, Abhijeet Kumar, Aman Kumar, Marcos V. Conde, Paula Garrido, Daniel Feijoo, Juan C. Benito, Guanglu Dong, Xin Lin, Siyuan Liu, Tianheng Zheng, Jiayu Zhong, Shouyi Wang, Xiangtai Li, Lanqing Guo, Lu Qi, Chao Ren, Shuaibo Wang, Shilong Zhang, Wanyu Zhou, Yunze Wu, Qinzhong Tan, Jieyuan Pei, Zhuoxuan Li, Jiayu Wang, Haoyu Bian, Haoran Sun

CoRR, April, 2025

DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency.

Mengshi Qi, Pengfei Zhu, Xiangtai Li, Xiaoyang Bi, Lu Qi, Huadong Ma, Ming-Hsuan Yang

CoRR, April, 2025

PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild.

Henghui Ding, Chang Liu, Nikhila Ravi, Shuting He, Yunchao Wei, Song Bai, Philip Torr, Kehuan Song, Xinglin Xie, Kexin Zhang, Licheng Jiao, Lingling Li, Shuyuan Yang, Xuqiang Cao, Linnan Zhao, Jiaxuan Zhao, Fang Liu, Mengjiao Wang, Junpei Zhang, Xu Liu, Yuting Yang, Mengru Ma, Hao Fang, Runmin Cong, Xiankai Lu, Zhiyang Chen, Wei Zhang, Tianming Liang, Haichao Jiang, Wei-Shi Zheng, Jian-Fang Hu, Haobo Yuan, Xiangtai Li, Tao Zhang, Lu Qi, Ming-Hsuan Yang

CoRR, April, 2025

Pixel-SAIL: Single Transformer For Pixel-Grounded Understanding.

Tao Zhang, Xiangtai Li, Zilong Huang, Yanwei Li, Weixian Lei, Xueqing Deng, Shihao Chen, Shunping Ji, Jiashi Feng

CoRR, April, 2025

The Scalability of Simplicity: Empirical Analysis of Vision-Language Learning with a Single Transformer.

Weixian Lei, Jiacong Wang, Haochen Wang, Xiangtai Li, Jun Hao Liew, Jiashi Feng, Zilong Huang

CoRR, April, 2025

An Empirical Study of GPT-4o Image Generation Capabilities.

Sixiang Chen, Jinbin Bai, Zhuoran Zhao, Tian Ye, Qingyu Shi, Donghao Zhou, Wenhao Chai, Xin Lin, Jianzong Wu, Chao Tang, Shilin Xu, Tao Zhang, Haobo Yuan, Yikang Zhou, Wei Chow, Linfeng Li, Xiangtai Li, Lei Zhu, Lu Qi

CoRR, April, 2025

Generative Classifier for Domain Generalization.

Shaocong Long, Qianyu Zhou, Xiangtai Li, Chenhao Ying, Yunhai Tong, Lizhuang Ma, Yuan Luo, Dacheng Tao

CoRR, April, 2025

4th PVUW MeViS 3rd Place Report: Sa2VA.

Haobo Yuan, Tao Zhang, Xiangtai Li, Lu Qi, Zilong Huang, Shilin Xu, Jiashi Feng, Ming-Hsuan Yang

CoRR, April, 2025

Decouple and Track: Benchmarking and Improving Video Diffusion Transformers for Motion Transfer.

Qingyu Shi, Jianzong Wu, Jinbin Bai, Jiangning Zhang, Lu Qi, Xiangtai Li, Yunhai Tong

CoRR, March, 2025

UMC: Unified Resilient Controller for Legged Robots with Joint Malfunctions.

Yu Qiu, Xin Lin, Jingbo Wang, Xiangtai Li, Lu Qi, Ming-Hsuan Yang

CoRR, February, 2025

A Masked Reference Token Supervision-Based Iterative Visual-Language Framework for Robust Visual Grounding.

Chunlei Wang, Wenquan Feng, Shuchang Lyu, Guangliang Cheng, Xiangtai Li, Binghao Liu, Qi Zhao

IEEE Trans. Circuits Syst. Video Technol., January, 2025

Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs.

Yikang Zhou, Tao Zhang, Shilin Xu, Shihao Chen, Qianyu Zhou, Yunhai Tong, Shunping Ji, Jiangning Zhang, Xiangtai Li, Lu Qi

CoRR, January, 2025

Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos.

Haobo Yuan, Xiangtai Li, Tao Zhang, Zilong Huang, Shilin Xu, Shunping Ji, Yunhai Tong, Lu Qi, Jiashi Feng, Ming-Hsuan Yang

CoRR, January, 2025

Exploring plain ViT features for multi-class unsupervised visual anomaly detection.

Jiangning Zhang, Xuhai Chen, Yabiao Wang, Chengjie Wang, Yong Liu, Xiangtai Li, Ming-Hsuan Yang, Dacheng Tao

Comput. Vis. Image Underst., 2025

RobuRCDet: Enhancing Robustness of Radar-Camera Fusion in Bird's Eye View for 3D Object Detection.

Jingtong Yue, Zhiwei Lin, Xin Lin, Xiaoyu Zhou, Xiangtai Li, Lu Qi, Yongtao Wang, Ming-Hsuan Yang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything.

Shilin Xu, Haobo Yuan, Qingyu Shi, Lu Qi, Jingbo Wang, Yibo Yang, Yining Li, Kai Chen, Yunhai Tong, Bernard Ghanem, Xiangtai Li, Ming-Hsuan Yang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Towards Semantic Equivalence of Tokenization in Multimodal LLM.

Shengqiong Wu, Hao Fei, Xiangtai Li, Jiayi Ji, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Both Ears Wide Open: Towards Language-Driven Spatial Audio Generation.

Peiwen Sun, Sitong Cheng, Xiangtai Li, Zhen Ye, Huadai Liu, Honggang Zhang, Wei Xue, Yike Guo

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis.

Jinbin Bai, Tian Ye, Wei Chow, Enxin Song, Qing-Guo Chen, Xiangtai Li, Zhen Dong, Lei Zhu, Shuicheng Yan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Unified Dense Prediction of Video Diffusion.

Lehan Yang, Lu Qi, Xiangtai Li, Sheng Li, Varun Jampani, Ming-Hsuan Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation.

Jianzong Wu, Chao Tang, Jingbo Wang, Yanhong Zeng, Xiangtai Li, Yunhai Tong

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene.

Shengqiong Wu, Hao Fei, Jingkang Yang, Xiangtai Li, Juncheng Li, Hanwang Zhang, Tat-Seng Chua

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

DreamRelation: Bridging Customization and Relation Generation.

Qingyu Shi, Lu Qi, Jianzong Wu, Jinbin Bai, Jingbo Wang, Yunhai Tong, Xiangtai Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model.

Zhenglin Huang, Jinwei Hu, Xiangtai Li, Yiwei He, Xingyu Zhao, Bei Peng, Baoyuan Wu, Xiaowei Huang, Guangliang Cheng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language.

Yicheng Chen, Xiangtai Li, Yining Li, Yanhong Zeng, Jianzong Wu, Xiangyu Zhao, Kai Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results.

Xin Li, Yeying Jin, Xin Jin, Zongwei Wu, Bingchen Li, Yufei Wang, Wenhan Yang, Yu Li, Zhibo Chen, Bihan Wen, Robby T. Tan, Radu Timofte, Qiyu Rong, Hongyuan Jing, Mengmeng Zhang, Jinglong Li, Xiangyu Lu, Yi Ren, Yuting Liu, Meng Zhang, Xiang Chen, Qiyuan Guan, Jiangxin Dong, Jinshan Pan, Conglin Gou, Qirui Yang, Fangpu Zhang, Yunlong Lin, Sixiang Chen, Guoxi Huang, Ruirui Lin, Yan Zhang, Jingyu Yang, Huanjing Yue, Jiyuan Chen, Qiaosi Yi, Hongjun Wang, Chenxi Xie, Shuai Li, Yuhui Wu, Kaiyi Ma, Jiakui Hu, Juncheng Li, Liwen Pan, Guangwei Gao, Wenjie Li, Zhenyu Jin, Heng Guo, Zhanyu Ma, Yubo Wang, Jinghua Wang, Wangzhi Xing, Anjusree Karnavar, Diqi Chen, Mohammad Aminul Islam, Hao Yang, Ruikun Zhang, Liyuan Pan, Qianhao Luo, Xin Cao, Han Zhou, Yan Min, Wei Dong, Jun Chen, Taoyi Wu, Weijia Dou, Yu Wang, Shengjie Zhao, Yongcheng Huang, Xingyu Han, Anyan Huang, Hongtao Wu, Hong Wang, Yefeng Zheng, Abhijeet Kumar, Aman Kumar, Marcos V. Conde, Paula Garrido, Daniel Feijoo, Juan C. Benito, Guanglu Dong, Xin Lin, Siyuan Liu, Tianheng Zheng, Jiayu Zhong, Shouyi Wang, Xiangtai Li, Lanqing Guo, Lu Qi, Chao Ren, Shuaibo Wang, Shilong Zhang, Wanyu Zhou, Yunze Wu, Qinzhong Tan, Jieyuan Pei, Zhuoxuan Li, Jiayu Wang, Haoyu Bian, Haoran Sun, Subhajit Paul, Ni Tang, Junhao Huang, Zihan Cheng, Hongyun Zhu, Yuehan Wu, Kaixin Deng, Huang Ouyang, Tianxin Xiao, Fan Yang, Zhizun Luo, Zeyu Xiao, Zhuoyuan Li, Pham Hoang Le Nguyen, Dinh Thien An, Luu Thanh Son, Kiet Van Nguyen, Ronghua Xu, Xianmin Tian, Weijian Zhou, Jiacheng Zhang, Yuqian Chen, Yihang Duan, Yujie Wu, Suresh Raikwar, Arsh Garg, Kritika Kritika, Jianhua Zheng, Xiaoshan Ma, Ruolin Zhao, Yongyu Yang, Yongsheng Liang, Guiming Huang, Qiang Li, Hongbin Zhang, Xiangyu Zheng, A. N. Rajagopalan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

Point Cloud Mamba: Point Cloud Learning via State Space Model.

Tao Zhang, Haobo Yuan, Lu Qi, Jiangning Zhang, Qianyu Zhou, Shunping Ji, Shuicheng Yan, Xiangtai Li

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model.

Hao Yang, Qianyu Zhou, Haijia Sun, Xiangtai Li, Fengqi Liu, Xuequan Lu, Lizhuang Ma, Shuicheng Yan

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Explore In-Context Segmentation via Latent Diffusion Models.

Chaoyang Wang, Xiangtai Li, Henghui Ding, Lu Qi, Jiangning Zhang, Yunhai Tong, Chen Change Loy, Shuicheng Yan

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning.

Qingdong He, Jiangning Zhang, Jinlong Peng, Haoyang He, Xiangtai Li, Yabiao Wang, Chengjie Wang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model.

Kuan-Chih Huang, Xiangtai Li, Lu Qi, Shuicheng Yan, Ming-Hsuan Yang

Proceedings of the International Conference on 3D Vision, 2025

2024

Pair Then Relation: Pair-Net for Panoptic Scene Graph Generation.

Jinghao Wang, Zhengyu Wen, Xiangtai Li, Zujin Guo, Jingkang Yang, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Panoptic-PartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation.

Xiangtai Li, Shilin Xu, Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Ming-Hsuan Yang, Dacheng Tao

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Transformer-Based Visual Segmentation: A Survey.

Xiangtai Li, Henghui Ding, Haobo Yuan, Wenwei Zhang, Jiangmiao Pang, Guangliang Cheng, Kai Chen, Ziwei Liu, Chen Change Loy

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation.

Yue Han, Jiangning Zhang, Yabiao Wang, Chengjie Wang, Yong Liu, Lu Qi, Ming-Hsuan Yang, Xiangtai Li

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm.

Jiangning Zhang, Xiangtai Li, Yabiao Wang, Chengjie Wang, Yibo Yang, Yong Liu, Dacheng Tao

Int. J. Comput. Vis., September, 2024

Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review.

Guangliang Cheng, Yunmeng Huang, Xiangtai Li, Shuchang Lyu, Zhaoyang Xu, Hongbo Zhao, Qi Zhao, Shiming Xiang

Remote. Sens., July, 2024

Multi-Task Learning With Multi-Query Transformer for Dense Prediction.

Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Lefei Zhang

IEEE Trans. Circuits Syst. Video Technol., February, 2024

Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow.

Xiangtai Li, Jiangning Zhang, Yibo Yang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Dacheng Tao

Int. J. Comput. Vis., February, 2024

Toward Robust Referring Image Segmentation.

Jianzong Wu, Xiangtai Li, Xia Li, Henghui Ding, Yunhai Tong, Dacheng Tao

IEEE Trans. Image Process., 2024

Towards Open Vocabulary Learning: A Survey.

Jianzong Wu, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, Dacheng Tao

IEEE Trans. Pattern Anal. Mach. Intell., 2024

OV-VG: A benchmark for open-vocabulary visual grounding.

Chunlei Wang, Wenquan Feng, Xiangtai Li, Guangliang Cheng, Shuchang Lyu, Binghao Liu, Lijiang Chen, Qi Zhao

Neurocomputing, 2024

ModelNet-O: A large-scale synthetic dataset for occlusion-aware point cloud classification.

Zhongbin Fang, Xia Li, Xiangtai Li, Shen Zhao, Mengyuan Liu

Comput. Vis. Image Underst., 2024

EMOv2: Pushing 5M Vision Model Frontier.

Jiangning Zhang, Teng Hu, Haoyang He, Zhucun Xue, Yabiao Wang, Chengjie Wang, Yong Li, Xiangtai Li, Dacheng Tao

CoRR, 2024

HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing.

Jinbin Bai, Wei Chow, Ling Yang, Xiangtai Li, Juncheng Li, Hanwang Zhang, Shuicheng Yan

CoRR, 2024

DynamicControl: Adaptive Condition Selection for Improved Text-to-Image Generation.

Qingdong He, Jinlong Peng, Pengcheng Xu, Boyuan Jiang, Xiaobin Hu, Donghao Luo, Yong Liu, Yabiao Wang, Chengjie Wang, Xiangtai Li, Jiangning Zhang

CoRR, 2024

RelationBooth: Towards Relation-Aware Customized Object Generation.

Qingyu Shi, Lu Qi, Jianzong Wu, Jinbin Bai, Jingbo Wang, Yunhai Tong, Xiangtai Li, Ming-Hsuan Yang

CoRR, 2024

PredFormer: Transformers Are Effective Spatial-Temporal Predictive Learners.

Yujin Tang, Lu Qi, Fei Xie, Xiangtai Li, Chao Ma, Ming-Hsuan Yang

CoRR, 2024

MIMAFace: Face Animation via Motion-Identity Modulated Appearance Feature Learning.

Yue Han, Junwei Zhu, Yuxiang Feng, Xiaozhong Ji, Keke He, Xiangtai Li, Zhucun Xue, Yong Liu

CoRR, 2024

LLAVADI: What Matters For Multimodal Large Language Models Distillation.

Shilin Xu, Xiangtai Li, Haobo Yuan, Lu Qi, Yunhai Tong, Ming-Hsuan Yang

CoRR, 2024

Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model.

Haobo Yuan, Xiangtai Li, Lu Qi, Tao Zhang, Ming-Hsuan Yang, Shuicheng Yan, Chen Change Loy

CoRR, 2024

MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning.

Xiangyu Zhao, Xiangtai Li, Haodong Duan, Haian Huang, Yining Li, Kai Chen, Hua Yang

CoRR, 2024

BACON: Bayesian Optimal Condensation Framework for Dataset Distillation.

Zheng Zhou, Hongbo Zhao, Guangliang Cheng, Xiangtai Li, Shuchang Lyu, Wenquan Feng, Qi Zhao

CoRR, 2024

Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Models.

Fengfan Zhou, Qianyu Zhou, Xiangtai Li, Xuequan Lu, Lizhuang Ma, Hefei Ling

CoRR, 2024

Point-In-Context: Understanding Point Cloud via In-Context Learning.

Mengyuan Liu, Zhongbin Fang, Xia Li, Joachim M. Buhmann, Xiangtai Li, Chen Change Loy

CoRR, 2024

Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark.

Jiangning Zhang, Chengjie Wang, Xiangtai Li, Guanzhong Tian, Zhucun Xue, Yong Liu, Guansong Pang, Dacheng Tao

CoRR, 2024

DVIS-DAQ: Improving Video Segmentation via Dynamic Anchor Queries.

Yikang Zhou, Tao Zhang, Shunping Ji, Shuicheng Yan, Xiangtai Li

CoRR, 2024

Point Cloud Mamba: Point Cloud Learning via State Space Model.

Tao Zhang, Xiangtai Li, Haobo Yuan, Shunping Ji, Shuicheng Yan

CoRR, 2024

Generalizable Entity Grounding via Assistance of Large Language Model.

Lu Qi, Yi-Wen Chen, Lehan Yang, Tiancheng Shen, Xiangtai Li, Weidong Guo, Yu Xu, Ming-Hsuan Yang

CoRR, 2024

OMG-Seg: Is One Model Good Enough For All Segmentation?

Xiangtai Li, Haobo Yuan, Wei Li, Henghui Ding, Size Wu, Wenwei Zhang, Yining Li, Kai Chen, Chen Change Loy

CoRR, 2024

RAP-SAM: Towards Real-Time All-Purpose Segment Anything.

Shilin Xu, Haobo Yuan, Qingyu Shi, Lu Qi, Jingbo Wang, Yibo Yang, Yining Li, Kai Chen, Yunhai Tong, Bernard Ghanem, Xiangtai Li, Ming-Hsuan Yang

CoRR, 2024

An Open and Comprehensive Pipeline for Unified Object Grounding and Detection.

Xiangyu Zhao, Yicheng Chen, Shilin Xu, Xiangtai Li, Xinjiang Wang, Yining Li, Haian Huang

CoRR, 2024

A Generalist FaceX via Learning Unified Facial Representation.

Yue Han, Jiangning Zhang, Junwei Zhu, Xiangtai Li, Yanhao Ge, Wei Li, Chengjie Wang, Yong Liu, Xiaoming Liu, Ying Tai

CoRR, 2024

Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image.

Yu Zhao, Hao Fei, Xiangtai Li, Libo Qin, Jiayi Ji, Hongyuan Zhu, Meishan Zhang, Min Zhang, Jianguo Wei

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding.

Tao Zhang, Xiangtai Li, Hao Fei, Haobo Yuan, Shengqiong Wu, Shunping Ji, Chen Change Loy, Shuicheng Yan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

MotionBooth: Motion-Aware Customized Text-to-Video Generation.

Jianzong Wu, Xiangtai Li, Yanhong Zeng, Jiangning Zhang, Qianyu Zhou, Yining Li, Yunhai Tong, Kai Chen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow.

Chaoyang Wang, Xiangtai Li, Lu Qi, Henghui Ding, Yunhai Tong, Ming-Hsuan Yang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection.

Haoyang He, Yuhu Bai, Jiangning Zhang, Qingdong He, Hongxu Chen, Zhenye Gan, Chengjie Wang, Xiangtai Li, Guanzhong Tian, Lei Xie

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

DGMamba: Domain Generalization via Generalized State Space Model.

Shaocong Long, Qianyu Zhou, Xiangtai Li, Xuequan Lu, Chenhao Ying, Yuan Luo, Lizhuang Ma, Shuicheng Yan

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond.

Hao Fei, Xiangtai Li, Haotian Liu, Fuxiao Liu, Zhuosheng Zhang, Hanwang Zhang, Shuicheng Yan

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

VG4D: Vision-Language Model Goes 4D Video Recognition.

Zhichao Deng, Xiangtai Li, Xia Li, Yunhai Tong, Shen Zhao, Mengyuan Liu

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction.

Size Wu, Wenwei Zhang, Lumin Xu, Sheng Jin, Xiangtai Li, Wentao Liu, Chen Change Loy

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Improving Video Segmentation via Dynamic Anchor Queries.

Yikang Zhou, Tao Zhang, Shunping Ji, Shuicheng Yan, Xiangtai Li

Proceedings of the Computer Vision - ECCV 2024, 2024

Open-Vocabulary SAM: Segment and Recognize Twenty-Thousand Classes Interactively.

Haobo Yuan, Xiangtai Li, Chong Zhou, Yining Li, Kai Chen, Chen Change Loy

Proceedings of the Computer Vision - ECCV 2024, 2024

GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning.

Xiaojie Li, Yibo Yang, Xiangtai Li, Jianlong Wu, Yue Yu, Bernard Ghanem, Min Zhang

Proceedings of the Computer Vision - ECCV 2024, 2024

Face-Adapter for Pre-trained Diffusion Models with Fine-Grained ID and Attribute Control.

Yue Han, Junwei Zhu, Keke He, Xu Chen, Yanhao Ge, Wei Li, Xiangtai Li, Jiangning Zhang, Chengjie Wang, Yong Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

Towards Language-Driven Video Inpainting via Multimodal Large Language Models.

Jianzong Wu, Xiangtai Li, Chenyang Si, Shangchen Zhou, Jingkang Yang, Jiangning Zhang, Yining Li, Kai Chen, Yunhai Tong, Ziwei Liu, Chen Change Loy

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning.

Xinshun Wang, Zhongbin Fang, Xia Li, Xiangtai Li, Chen Chen, Mengyuan Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model.

Yiran Song, Qianyu Zhou, Xiangtai Li, Deng-Ping Fan, Xuequan Lu, Lizhuang Ma

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation.

Peng Lu, Tao Jiang, Yining Li, Xiangtai Li, Kai Chen, Wenming Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

OMG-Seg: Is One Model Good Enough for all Segmentation?

Xiangtai Li, Haobo Yuan, Wei Li, Henghui Ding, Size Wu, Wenwei Zhang, Yining Li, Kai Chen, Chen Change Loy

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Referring Image Editing: Object-Level Image Editing via Referring Expressions.

Chang Liu, Xiangtai Li, Henghui Ding

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

You Can't Ignore Either: Unifying Structure and Feature Denoising for Robust Graph Learning.

Tianmeng Yang, Jiahao Meng, Min Zhou, Yaming Yang, Yujing Wang, Xiangtai Li, Yunhai Tong

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Exploring Self-Supervised Learning for Multi-Modal Remote Sensing Pre-Training via Asymmetric Attention Fusion.

Guozheng Xu, Xue Jiang, Xiangtai Li, Ze Zhang, Xingzhao Liu

Remote. Sens., December, 2023

Convolution-Enhanced Evolving Attention Networks.

Yujing Wang, Yaming Yang, Zhuo Li, Jiangang Bai, Mingliang Zhang, Xiangtai Li, Jing Yu, Ce Zhang, Gao Huang, Yunhai Tong

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

TransVOD: End-to-End Video Object Detection With Spatial-Temporal Transformers.

Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao

IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Improving Video Instance Segmentation via Temporal Pyramid Routing.

Xiangtai Li, Hao He, Yibo Yang, Henghui Ding, Kuiyuan Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao

IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Exploring Plain ViT Reconstruction for Multi-class Unsupervised Anomaly Detection.

Jiangning Zhang, Xuhai Chen, Yabiao Wang, Chengjie Wang, Yong Liu, Xiangtai Li, Ming-Hsuan Yang, Dacheng Tao

CoRR, 2023

EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM.

Chong Zhou, Xiangtai Li, Chen Change Loy, Bo Dai

CoRR, 2023

Effective Adapter for Face Recognition in the Wild.

Yunhao Liu, Lu Qi, Yu-Ju Tsai, Xiangtai Li, Kelvin C. K. Chan, Ming-Hsuan Yang

CoRR, 2023

Rethinking Evaluation Metrics of Open-Vocabulary Segmentaion.

Hao Zhou, Tiancheng Shen, Xu Yang, Hai Huang, Xiangtai Li, Lu Qi, Ming-Hsuan Yang

CoRR, 2023

DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection.

Shilin Xu, Xiangtai Li, Size Wu, Wenwei Zhang, Yining Li, Guangliang Cheng, Yunhai Tong, Kai Chen, Chen Change Loy

CoRR, 2023

Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants.

Yibo Yang, Haobo Yuan, Xiangtai Li, Jianlong Wu, Lefei Zhang, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao, Bernard Ghanem

CoRR, 2023

Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review.

Guangliang Cheng, Yunmeng Huang, Xiangtai Li, Shuchang Lyu, Zhaoyang Xu, Qi Zhao, Shiming Xiang

CoRR, 2023

Tube-Link: A Flexible Cross Tube Baseline for Universal Video Segmentation.

Xiangtai Li, Haobo Yuan, Wenwei Zhang, Guangliang Cheng, Jiangmiao Pang, Chen Change Loy

CoRR, 2023

Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation.

Yue Han, Jiangning Zhang, Zhucun Xue, Chao Xu, Xintian Shen, Yabiao Wang, Chengjie Wang, Yong Liu, Xiangtai Li

CoRR, 2023

Rethinking Mobile Block for Efficient Neural Models.

Jiangning Zhang, Xiangtai Li, Jian Li, Liang Liu, Zhucun Xue, Boshen Zhang, Zhengkai Jiang, Tianxin Huang, Yabiao Wang, Chengjie Wang

CoRR, 2023

PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation.

Xiangtai Li, Shilin Xu, Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Dacheng Tao

CoRR, 2023

4D Panoptic Scene Graph Generation.

Jingkang Yang, Jun Cen, Wenxuan Peng, Shuai Liu, Fangzhou Hong, Xiangtai Li, Kaiyang Zhou, Qifeng Chen, Ziwei Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Explore In-Context Learning for 3D Point Cloud Understanding.

Zhongbin Fang, Xiangtai Li, Xia Li, Joachim M. Buhmann, Chen Change Loy, Mengyuan Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning.

Yibo Yang, Haobo Yuan, Xiangtai Li, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Iterative Robust Visual Grounding with Masked Reference based Centerpoint Supervision.

Menghao Li, Chunlei Wang, Wenquan Feng, Shuchang Lyu, Guangliang Cheng, Xiangtai Li, Binghao Liu, Qi Zhao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Rethinking Mobile Block for Efficient Attention-based Models.

Jiangning Zhang, Xiangtai Li, Jian Li, Liang Liu, Zhucun Xue, Boshen Zhang, Zhengkai Jiang, Tianxin Huang, Yabiao Wang, Chengjie Wang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation.

Jianzong Wu, Xiangtai Li, Henghui Ding, Xia Li, Guangliang Cheng, Yunhai Tong, Chen Change Loy

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Tube-Link: A Flexible Cross Tube Framework for Universal Video Segmentation.

Xiangtai Li, Haobo Yuan, Wenwei Zhang, Guangliang Cheng, Jiangmiao Pang, Chen Change Loy

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Panoptic Video Scene Graph Generation.

Jingkang Yang, Wenxuan Peng, Xiangtai Li, Zujin Guo, Liangyu Chen, Bo Li, Zheng Ma, Kaiyang Zhou, Wayne Zhang, Chen Change Loy, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Towards Robust Referring Image Segmentation.

Jianzong Wu, Xiangtai Li, Xia Li, Henghui Ding, Yunhai Tong, Dacheng Tao

CoRR, 2022

SFNet: Faster, Accurate, and Domain Agnostic Semantic Segmentation via Semantic Flow.

Xiangtai Li, Jiangning Zhang, Yibo Yang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Dacheng Tao

CoRR, 2022

Multi-Task Learning with Multi-query Transformer for Dense Prediction.

Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao

CoRR, 2022

Do We Really Need a Learnable Classifier at the End of Deep Neural Network?

Yibo Yang, Liang Xie, Shixiang Chen, Xiangtai Li, Zhouchen Lin, Dacheng Tao

CoRR, 2022

Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?

Yibo Yang, Shixiang Chen, Xiangtai Li, Liang Xie, Zhouchen Lin, Dacheng Tao

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Query Learning of Both Thing and Stuff for Panoptic Segmentation.

Shilin Xu, Xiangtai Li, Yibo Yang, Hongyang Li, Guangliang Cheng, Yunhai Tong

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation.

Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao

Proceedings of the Computer Vision - ECCV 2022, 2022

Fashionformer: A Simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition.

Shilin Xu, Xiangtai Li, Jingbo Wang, Guangliang Cheng, Yunhai Tong, Dacheng Tao

Proceedings of the Computer Vision - ECCV 2022, 2022

Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation.

Xiangtai Li, Shilin Xu, Yibo Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao

Proceedings of the Computer Vision - ECCV 2022, 2022

Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation.

Xiangtai Li, Wenwei Zhang, Jiangmiao Pang, Kai Chen, Guangliang Cheng, Yunhai Tong, Chen Change Loy

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Global Aggregation Then Local Distribution for Scene Parsing.

Xiangtai Li, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Xiatian Zhu, Tao Xiang

IEEE Trans. Image Process., 2021

Towards Efficient Scene Understanding via Squeeze Reasoning.

Xiangtai Li, Xia Li, Ansheng You, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Zhouchen Lin

IEEE Trans. Image Process., 2021

Improving Video Instance Segmentation via Temporal Pyramid Routing.

Xiangtai Li, Hao He, Henghui Ding, Kuiyuan Yang, Guangliang Cheng, Jianping Shi, Yunhai Tong

CoRR, 2021

BoundarySqueeze: Image Segmentation as Boundary Squeezing.

Hao He, Xiangtai Li, Kuiyuan Yang, Guangliang Cheng, Jianping Shi, Yunhai Tong, Zhengjun Zha, Lubin Weng

CoRR, 2021

End-to-End Video Object Detection with Spatial-Temporal Transformers.

Lu He, Qianyu Zhou, Xiangtai Li, Li Niu, Guangliang Cheng, Xiao Li, Wenxuan Liu, Yunhai Tong, Lizhuang Ma, Liqing Zhang

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Fast and Accurate Scene Parsing via Bi-Direction Alignment Networks.

Yanran Wu, Xiangtai Li, Chen Shi, Yunhai Tong, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Dynamic Dual Sampling Module For Fine-Grained Semantic Segmentation.

Chen Shi, Xiangtai Li, Yanran Wu, Yunhai Tong, Yi Xu

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Enhanced Boundary Learning for Glass-like Object Segmentation.

Hao He, Xiangtai Li, Guangliang Cheng, Jianping Shi, Yunhai Tong, Gaofeng Meng, Véronique Prinet, Lubin Weng

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation.

Xiangtai Li, Hao He, Xia Li, Duo Li, Guangliang Cheng, Jianping Shi, Lubin Weng, Yunhai Tong, Zhouchen Lin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Involution: Inverting the Inherence of Convolution for Visual Recognition.

Duo Li, Jie Hu, Changhu Wang, Xiangtai Li, Qi She, Lei Zhu, Tong Zhang, Qifeng Chen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Semantic Flow for Fast and Accurate Scene Parsing.

Xiangtai Li, Ansheng You, Zhen Zhu, Houlong Zhao, Maoke Yang, Kuiyuan Yang, Yunhai Tong

CoRR, 2020

Semantic Flow for Fast and Accurate Scene Parsing.

Xiangtai Li, Ansheng You, Zhen Zhu, Houlong Zhao, Maoke Yang, Kuiyuan Yang, Shaohua Tan, Yunhai Tong

Proceedings of the Computer Vision - ECCV 2020, 2020

Improving Semantic Segmentation via Decoupled Body and Edge Supervision.

Xiangtai Li, Xia Li, Li Zhang, Guangliang Cheng, Jianping Shi, Zhouchen Lin, Shaohua Tan, Yunhai Tong

Proceedings of the Computer Vision - ECCV 2020, 2020

Gated Fully Fusion for Semantic Segmentation.

Xiangtai Li, Houlong Zhao, Lei Han, Yunhai Tong, Shaohua Tan, Kuiyuan Yang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

GFF: Gated Fully Fusion for Semantic Segmentation.

Xiangtai Li, Houlong Zhao, Lei Han, Yunhai Tong, Kuiyuan Yang

CoRR, 2019

Flow2Seg: Motion-Aided Semantic Segmentation.

Xiangtai Li, Jiangang Bai, Kuiyuan Yang, Yunhai Tong

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019

Dual Graph Convolutional Network for Semantic Segmentation.

Li Zhang, Xiangtai Li, Anurag Arnab, Kuiyuan Yang, Yunhai Tong, Philip H. S. Torr

Proceedings of the 30th British Machine Vision Conference 2019, 2019

Global Aggregation then Local Distribution in Fully Convolutional Networks.

Xiangtai Li, Li Zhang, Ansheng You, Maoke Yang, Kuiyuan Yang, Yunhai Tong

Proceedings of the 30th British Machine Vision Conference 2019, 2019