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2024

CLIP-Adapter: Better Vision-Language Models with Feature AdaptersPeng Gao 0007, Shijie Geng, Renrui Zhang, Teli Ma, Rongyao Fang, Yongfeng Zhang, Hongsheng Li 0001, Yu Qiao. ijcv, 132(2):581-595, February 2024. [doi]

Structured Domain Adaptation With Online Relation Regularization for Unsupervised Person Re-IDYixiao Ge, Feng Zhu 0006, Dapeng Chen, Rui Zhao 0001, Xiaogang Wang 0001, Hongsheng Li 0001. tnn, 35(1):258-271, January 2024. [doi]

Unified 3D and 4D Panoptic Segmentation via Dynamic Shifting NetworksFangzhou Hong, Lingdong Kong, Hui Zhou 0005, Xinge Zhu, Hongsheng Li 0001, Ziwei Liu 0002. pami, 46(5):3480-3495, May 2024. [doi]

CGOF++: Controllable 3D Face Synthesis With Conditional Generative Occupancy FieldsKeqiang Sun, Shangzhe Wu, Ning Zhang, Zhaoyang Huang, Quan Wang, Hongsheng Li 0001. pami, 46(2):913-926, February 2024. [doi]

LIF-Seg: LiDAR and Camera Image Fusion for 3D LiDAR Semantic SegmentationLin Zhao, Hui Zhou 0005, Xinge Zhu, Xiao Song, Hongsheng Li 0001, Wenbing Tao. tmm, 26:1158-1168, 2024. [doi]

2023

Simulating Fluids in Real-World Still ImagesSiming Fan, Jingtan Piao, Chen Qian 0006, Hongsheng Li 0001, Kwan-Yee Lin. iccv 2023: 15876-15885 [doi]

Predicting cancer outcomes from whole slide images via hybrid supervision learningXianying He, Jiahui Li 0005, Fang Yan, Linlin Wang, Wen Chen 0001, Xiaodi Huang, Zhiqiang Hu, Qi Duan, Hongsheng Li 0001, Shaoting Zhang 0001, Jie Zhao. ijon, 557:126736, November 2023. [doi]

Teach-DETR: Better Training DETR With TeachersLinjiang Huang, Kaixin Lu, Guanglu Song, Liang Wang 0001, Si Liu 0001, Yu Liu, Hongsheng Li 0001. pami, 45(12):15759-15771, December 2023. [doi]

UniFormer: Unifying Convolution and Self-Attention for Visual RecognitionKunchang Li, Yali Wang 0001, Junhao Zhang, Peng Gao 0007, Guanglu Song, Yu Liu 0015, Hongsheng Li 0001, Yu Qiao 0001. pami, 45(10):12581-12600, October 2023. [doi]

A Holistically-Guided Decoder for Deep Representation Learning With Applications to Semantic Segmentation and Object DetectionJianbo Liu, Junjun He, Yuanjie Zheng, Shuai Yi, Xiaogang Wang 0001, Hongsheng Li 0001. pami, 45(10):11390-11406, October 2023. [doi]

MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision TransformersJihao Liu, Xin Huang, Jinliang Zheng, Yu Liu, Hongsheng Li 0001. cvpr 2023: 6252-6261 [doi]

GeoMIM: Towards Better 3D Knowledge Transfer via Masked Image Modeling for Multi-view 3D UnderstandingJihao Liu, Tai Wang, Boxiao Liu, Qihang Zhang, Yu Liu, Hongsheng Li 0001. iccv 2023: 17793-17803 [doi]

3D Object Detection for Autonomous Driving: A Comprehensive SurveyJiageng Mao, Shaoshuai Shi, Xiaogang Wang 0001, Hongsheng Li 0001. ijcv, 131(8):1909-1963, August 2023. [doi]

PATS: Patch Area Transportation with Subdivision for Local Feature MatchingJunjie Ni, Yijin Li, Zhaoyang Huang, Hongsheng Li 0001, Hujun Bao, Zhaopeng Cui, Guofeng Zhang 0001. cvpr 2023: 17776-17786 [doi]

ReasonNet: End-to-End Driving with Temporal and Global ReasoningHao Shao, Letian Wang, Ruobing Chen 0005, Steven L. Waslander, Hongsheng Li 0001, Yu Liu 0015. cvpr 2023: 13723-13733 [doi]

PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object DetectionShaoshuai Shi, Li Jiang, Jiajun Deng, Zhe Wang 0006, Chaoxu Guo, Jianping Shi, Xiaogang Wang 0001, Hongsheng Li 0001. ijcv, 131(2):531-551, 2023. [doi]

Hippocampus segmentation after brain tumor resection via postoperative region synthesisChangjuan Tao, Difei Gu, Rui Huang, Ling Zhou, Zhiqiang Hu, Yuanyuan Chen, Xiaofan Zhang, Hongsheng Li 0001. bmcmi, 23(1):142, December 2023. [doi]

ST3D++: Denoised Self-Training for Unsupervised Domain Adaptation on 3D Object DetectionJihan Yang, Shaoshuai Shi, Zhe Wang 0006, Hongsheng Li 0001, Xiaojuan Qi. pami, 45(5):6354-6371, May 2023. [doi]

Decoupled DETR: Spatially Disentangling Localization and Classification for Improved End-to-End Object DetectionManyuan Zhang, Guanglu Song, Yu Liu 0015, Hongsheng Li 0001. iccv 2023: 6578-6587 [doi]

Refined probability distribution module for fine-grained visual categorizationPeipei Zhao, Qiguang Miao, Hongsheng Li 0001, Ruyi Liu, Yi-Ning Quan, Jianfeng Song. ijon, 518:533-544, 2023. [doi]

Temporal Enhanced Training of Multi-view 3D Object Detector via Historical Object PredictionZhuofan Zong, Dongzhi Jiang, Guanglu Song, Zeyue Xue, Jingyong Su, Hongsheng Li 0001, Yu Liu. iccv 2023: 3758-3767 [doi]

2022

Task Generalizable Spatial and Texture Aware Image Downsizing NetworkLin Ma 0002, Weiming Li, Hongsheng Li 0001, Qiang Wang, Ji-Yeon Kim. bmvc 2022: 315 [doi]

Learning a Structured Latent Space for Unsupervised Point Cloud CompletionYingjie Cai, Kwan-Yee Lin, Chao Zhang, Qiang Wang 0023, Xiaogang Wang 0001, Hongsheng Li 0001. cvpr 2022: 5533-5543 [doi]

MPPNet: Multi-frame Feature Intertwining with Proxy Points for 3D Temporal Object DetectionXuesong Chen, Shaoshuai Shi, Benjin Zhu, Ka-Chun Cheung, Hang Xu, Hongsheng Li 0001. eccv 2022: 680-697 [doi]

Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge PropagationLinjiang Huang, Liang Wang 0001, Hongsheng Li 0001. cvpr 2022: 3262-3271 [doi]

FlowFormer: A Transformer Architecture for Optical FlowZhaoyang Huang, Xiaoyu Shi, Chao Zhang, Qiang Wang 0023, Ka-Chun Cheung, Hongwei Qin, Jifeng Dai, Hongsheng Li 0001. eccv 2022: 668-685 [doi]

NeuralMarker: A Framework for Learning General Marker CorrespondenceZhaoyang Huang, Xiaokun Pan, Weihong Pan, Weikang Bian, Yan Xu, Ka-Chun Cheung, Guofeng Zhang 0001, Hongsheng Li 0001. tog, 41(6), 2022. [doi]

UniFormer: Unified Transformer for Efficient Spatial-Temporal Representation LearningKunchang Li, Yali Wang 0001, Peng Gao 0007, Guanglu Song, Yu Liu 0015, Hongsheng Li 0001, Yu Qiao 0001. iclr 2022: [doi]

Learning Degradation Representations for Image DeblurringDasong Li, Yi Zhang, Ka-Chun Cheung, Xiaogang Wang, Hongwei Qin, Hongsheng Li 0001. eccv 2022: 736-753 [doi]

Efficient Burst Raw Denoising with Variance Stabilization and Multi-frequency Denoising NetworkDasong Li, Yi Zhang, Ka Lung Law, Xiaogang Wang 0001, Hongwei Qin, Hongsheng Li 0001. ijcv, 130(8):2060-2080, 2022. [doi]

Frozen CLIP Models are Efficient Video LearnersZiyi Lin, Shijie Geng, Renrui Zhang, Peng Gao 0007, Gerard de Melo, Xiaogang Wang 0001, Jifeng Dai, Yu Qiao 0001, Hongsheng Li 0001. eccv 2022: 388-404 [doi]

UniNet: Unified Architecture Search with Convolution, Transformer, and MLPJihao Liu, Xin Huang, Guanglu Song, Hongsheng Li 0001, Yu Liu 0015. eccv 2022: 33-49 [doi]

TokenMix: Rethinking Image Mixing for Data Augmentation in Vision TransformersJihao Liu, Boxiao Liu, Hang Zhou, Hongsheng Li 0001, Yu Liu 0015. eccv 2022: 455-471 [doi]

Unleashing the Potential of Vision-Language Models for Long-Tailed Visual RecognitionTeli Ma, Shijie Geng, Mengmeng Wang, Sheng Xu, Hongsheng Li 0001, Baochang Zhang 0001, Peng Gao, Yu Qiao 0001. bmvc 2022: 481 [doi]

ST-Adapter: Parameter-Efficient Image-to-Video Transfer LearningJunting Pan, Ziyi Lin, Xiatian Zhu, Jing Shao, Hongsheng Li 0001. nips 2022: [doi]

EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision TransformersJunting Pan, Adrian Bulat, Fuwen Tan, Xiatian Zhu, Lukasz Dudziak, Hongsheng Li 0001, Georgios Tzimiropoulos, Brais Martínez. eccv 2022: 294-311 [doi]

Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion TransformerHao Shao, Letian Wang, Ruobing Chen 0005, Hongsheng Li 0001, Yu Liu 0015. corl 2023: 726-737 [doi]

Controllable 3D Face Synthesis with Conditional Generative Occupancy FieldsKeqiang Sun, Shangzhe Wu, Zhaoyang Huang, Ning Zhang, Quan Wang, Hongsheng Li 0001. nips 2022: [doi]

RBGNet: Ray-based Grouping for 3D Object DetectionHaiyang Wang, Shaoshuai Shi, Ze Yang 0003, Rongyao Fang, Qi Qian, Hongsheng Li 0001, Bernt Schiele, Liwei Wang 0001. cvpr 2022: 1100-1109 [doi]

Robust Self-Supervised LiDAR Odometry Via Representative Structure Discovery and 3D Inherent Error ModelingYan Xu, Junyi Lin, Jianping Shi, Guofeng Zhang 0001, Xiaogang Wang, Hongsheng Li 0001. ral, 7(2):1651-1658, 2022. [doi]

RNNPose: Recurrent 6-DoF Object Pose Refinement with Robust Correspondence Field Estimation and Pose OptimizationYan Xu, Kwan-Yee Lin, Guofeng Zhang 0001, Xiaogang Wang 0001, Hongsheng Li 0001. cvpr 2022: 14860-14870 [doi]

Automatic segmentation of the clinical target volume and organs at risk for rectal cancer radiotherapy using structure-contextual representations based on 3D high-resolution networkYiwei Yang, Rui Huang, Guofeng Lv, Zhiqiang Hu, Guoping Shan, Jie Zhang, Xue Bai, Peng Liu, Hongsheng Li 0001, Ming Chen. bspc, 73:103362, 2022. [doi]

Towards Robust Face Recognition with Comprehensive SearchManyuan Zhang, Guanglu Song, Yu Liu 0015, Hongsheng Li 0001. eccv 2022: 720-736 [doi]

Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-trainingRenrui Zhang, Ziyu Guo, Peng Gao 0007, Rongyao Fang, Bin Zhao, Dong Wang, Yu Qiao 0001, Hongsheng Li 0001. nips 2022: [doi]

PointCLIP: Point Cloud Understanding by CLIPRenrui Zhang, Ziyu Guo, Wei Zhang, Kunchang Li, Xupeng Miao, Bin Cui 0001, Yu Qiao, Peng Gao, Hongsheng Li 0001. cvpr 2022: 8542-8552 [doi]

Tip-Adapter: Training-Free Adaption of CLIP for Few-Shot ClassificationRenrui Zhang, Wei Zhang, Rongyao Fang, Peng Gao 0007, Kunchang Li, Jifeng Dai, Yu Qiao 0001, Hongsheng Li 0001. eccv 2022: 493-510 [doi]

SymReg-GAN: Symmetric Image Registration With Generative Adversarial NetworksYuanjie Zheng, Xiaodan Sui, Yanyun Jiang, Tongtong Che, Shaoting Zhang, Jie Yang 0002, Hongsheng Li 0001. pami, 44(9):5631-5646, 2022. [doi]

Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-Based PerceptionXinge Zhu, Hui Zhou 0005, Tai Wang, Fangzhou Hong, Wei Li 0111, Yuexin Ma, Hongsheng Li 0001, Ruigang Yang, Dahua Lin. pami, 44(10):6807-6822, 2022. [doi]

2021

Person Re-Identification With Deep Kronecker-Product Matching and Group-Shuffling Random WalkYantao Shen 0002, Tong Xiao, Shuai Yi, Dapeng Chen, Xiaogang Wang 0001, Hongsheng Li 0001. pami, 43(5):1649-1665, 2021. [doi]

Fast Convergence of DETR with Spatially Modulated Co-AttentionPeng Gao 0007, Minghang Zheng, Xiaogang Wang 0001, Jifeng Dai, Hongsheng Li 0001. iccv 2021: 3601-3610 [doi]

DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial NetworkRui Liu 0019, Yixiao Ge, Ching Lam Choi, Xiaogang Wang 0001, Hongsheng Li 0001. cvpr 2021: 16377-16386 [doi]

FuseFormer: Fusing Fine-Grained Information in Transformers for Video InpaintingRui Liu 0019, Hanming Deng, Yangyi Huang, Xiaoyu Shi, Lewei Lu, Wenxiu Sun, Xiaogang Wang 0001, Jifeng Dai, Hongsheng Li 0001. iccv 2021: 14020-14029 [doi]

Semantic Scene Completion via Integrating Instances and Scene In-the-LoopYingjie Cai, Xuesong Chen, Chao Zhang, Kwan-Yee Lin, Xiaogang Wang 0001, Hongsheng Li 0001. cvpr 2021: 324-333 [doi]

LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D DetectorXiaoyang Guo, Shaoshuai Shi, Xiaogang Wang 0001, Hongsheng Li 0001. iccv 2021: 3133-3143 [doi]

LiDAR-Based Panoptic Segmentation via Dynamic Shifting NetworkFangzhou Hong, Hui Zhou 0005, Xinge Zhu, Hongsheng Li 0001, Ziwei Liu. cvpr 2021: 13090-13099 [doi]

VS-Net: Voting With Segmentation for Visual LocalizationZhaoyang Huang, Han Zhou, Yijin Li, Bangbang Yang, Yan Xu, Xiaowei Zhou, Hujun Bao, Guofeng Zhang 0001, Hongsheng Li 0001. cvpr 2021: 6101-6111 [doi]

Hybrid Supervision Learning for Pathology Whole Slide Image ClassificationJiahui Li, Wen Chen, Xiaodi Huang, Shuang Yang, Zhiqiang Hu, Qi Duan, Dimitris N. Metaxas, Hongsheng Li 0001, Shaoting Zhang. miccai 2021: 309-318 [doi]

Unsupervised Domain Adaptive 3D Detection with Multi-Level ConsistencyZhipeng Luo, Zhongang Cai, Changqing Zhou, Gongjie Zhang, Haiyu Zhao, Shuai Yi, Shijian Lu, Hongsheng Li 0001, Shanghang Zhang, Ziwei Liu 0002. iccv 2021: 8846-8855 [doi]

Actor-Context-Actor Relation Network for Spatio-Temporal Action LocalizationJunting Pan, Siyu Chen, Mike Zheng Shou, Yu Liu, Jing Shao, Hongsheng Li 0001. cvpr 2021: 464-474 [doi]

Inverting Generative Adversarial Renderer for Face ReconstructionJingtan Piao, Keqiang Sun, Quan Wang, Kwan-Yee Lin, Hongsheng Li 0001. cvpr 2021: 15619-15628 [doi]

REFINE: Prediction Fusion Network for Panoptic SegmentationJiawei Ren, Cunjun Yu, Zhongang Cai, Mingyuan Zhang, Chongsong Chen, Haiyu Zhao, Shuai Yi, Hongsheng Li 0001. AAAI 2021: 2477-2485 [doi]

Efficient Attention: Attention with Linear ComplexitiesZhuoran Shen, Mingyuan Zhang, Haiyu Zhao, Shuai Yi, Hongsheng Li 0001. wacv 2021: 3530-3538 [doi]

From Points to Parts: 3D Object Detection From Point Cloud With Part-Aware and Part-Aggregation NetworkShaoshuai Shi, Zhe Wang 0006, Jianping Shi, Xiaogang Wang 0001, Hongsheng Li 0001. pami, 43(8):2647-2664, 2021. [doi]

DominoSearch: Find layer-wise fine-grained N: M sparse schemes from dense neural networksWei Sun, Aojun Zhou, Sander Stuijk, Rob Wijnhoven, Andrew Nelson 0001, Hongsheng Li 0001, Henk Corporaal. nips 2021: 20721-20732 [doi]

Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose EstimationZiniu Wan, Zhengjia Li, Maoqing Tian, Jianbo Liu, Shuai Yi, Hongsheng Li 0001. iccv 2021: 13013-13022 [doi]

Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image ClassificationXiaohan Xing, Yuenan Hou, Hang Li, Yixuan Yuan, Hongsheng Li 0001, Max Q.-H. Meng. miccai 2021: 163-173 [doi]

ST3D: Self-Training for Unsupervised Domain Adaptation on 3D Object DetectionJihan Yang, Shaoshuai Shi, Zhe Wang 0006, Hongsheng Li 0001, Xiaojuan Qi. cvpr 2021: 10368-10378 [doi]

Refining Pseudo Labels With Clustering Consensus Over Generations for Unsupervised Object Re-IdentificationXiao Zhang, Yixiao Ge, Yu Qiao 0001, Hongsheng Li 0001. cvpr 2021: 3436-3445 [doi]

Progressive Correspondence Pruning by Consensus LearningChen Zhao, Yixiao Ge, Feng Zhu 0006, Rui Zhao 0001, Hongsheng Li 0001, Mathieu Salzmann. iccv 2021: 6444-6453 [doi]

End-to-End Object Detection with Adaptive Clustering TransformerMinghang Zheng, Peng Gao 0007, Renrui Zhang, Kunchang Li, Hongsheng Li 0001, Hao Dong 0003. bmvc 2021: 226 [doi]

Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR SegmentationXinge Zhu, Hui Zhou 0005, Tai Wang, Fangzhou Hong, Yuexin Ma, Wei Li 0095, Hongsheng Li 0001, Dahua Lin. cvpr 2021: 9939-9948 [doi]

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