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2024

Stabilized activation scale estimation for precise Post-Training QuantizationZhenyang Hao, Xinggang Wang, Jiawei Liu, Zhihang Yuan, Dawei Yang, Wenyu Liu 0001. ijon, 569:127120, February 2024. [doi]

2023

TinyDet: accurately detecting small objects within 1 GFLOPsShaoyu Chen, Tianheng Cheng, Jiemin Fang, Qian Zhang 0009, Yuan Li, Wenyu Liu 0001, Xinggang Wang. chinaf, 66(1), January 2023. [doi]

BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance SegmentationTianheng Cheng, Xinggang Wang, Shaoyu Chen, Qian Zhang, Wenyu Liu 0001. cvpr 2023: 3145-3154 [doi]

What Makes for Hierarchical Vision Transformer?Yuxin Fang, Xinggang Wang, Rui Wu, Wenyu Liu 0001. pami, 45(10):12714-12720, October 2023. [doi]

Weakly-supervised semantic segmentation via online pseudo-mask correctingJiapei Feng, Xinggang Wang, Te Li, Shanshan Ji, Wenyu Liu 0001. prl, 165:33-38, January 2023. [doi]

STAR: Spatio-Temporal Augmented Relation Network for Gait RecognitionXiaohu Huang, Xinggang Wang, Botao He, Shan He, Wenyu Liu 0001, Bin Feng 0001. tbbis, 5(1):115-125, 2023. [doi]

Condition-Adaptive Graph Convolution Learning for Skeleton-Based Gait RecognitionXiaohu Huang, Xinggang Wang, Zhidianqiu Jin, Bo Yang, Botao He, Bin Feng 0001, Wenyu Liu 0001. TIP, 32:4773-4784, 2023. [doi]

CCNet: Criss-Cross Attention for Semantic SegmentationZilong Huang, Xinggang Wang, Yunchao Wei, Lichao Huang, Humphrey Shi, Wenyu Liu 0001, Thomas S. Huang. pami, 45(6):6896-6908, June 2023. [doi]

Graph Contrastive Learning for Skeleton-based Action RecognitionXiaohu Huang, Hao Zhou, Jian Wang, Haocheng Feng, Junyu Han, Errui Ding, Jingdong Wang 0001, Xinggang Wang, Wenyu Liu 0001, Bin Feng 0001. iclr 2023: [doi]

VAD: Vectorized Scene Representation for Efficient Autonomous DrivingBo Jiang, Shaoyu Chen, Qing Xu, Bencheng Liao, Jiajie Chen, Helong Zhou, Qian Zhang, Wenyu Liu 0001, Chang Huang, Xinggang Wang. iccv 2023: 8306-8316 [doi]

MapTR: Structured Modeling and Learning for Online Vectorized HD Map ConstructionBencheng Liao, Shaoyu Chen, Xinggang Wang, Tianheng Cheng, Qian Zhang 0009, Wenyu Liu 0001, Chang Huang. iclr 2023: [doi]

PD-Quant: Post-Training Quantization Based on Prediction Difference MetricJiawei Liu, Lin Niu, Zhihang Yuan, Dawei Yang, Xinggang Wang, Wenyu Liu 0001. cvpr 2023: 24427-24437 [doi]

VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the WildYifu Zhang, Chunyu Wang, Xinggang Wang, Wenyu Liu 0001, Wenjun Zeng. pami, 45(2):2613-2626, 2023. [doi]

Circuit as Set of PointsJialv Zou, Xinggang Wang, Jiahao Guo, Wenyu Liu 0001, Qian Zhang, Chang Huang. nips 2023: [doi]

2022

AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D PerceptionShaoyu Chen, Xinggang Wang, Tianheng Cheng, Wenqiang Zhang, Qian Zhang, Chang Huang, Wenyu Liu 0001. cvpr 2022: 6377-6386 [doi]

Sparse Instance Activation for Real-Time Instance SegmentationTianheng Cheng, Xinggang Wang, Shaoyu Chen, Wenqiang Zhang, Qian Zhang, Chang Huang, Zhaoxiang Zhang, Wenyu Liu 0001. cvpr 2022: 4423-4432 [doi]

Fast Dynamic Radiance Fields with Time-Aware Neural VoxelsJiemin Fang, Taoran Yi, Xinggang Wang, Lingxi Xie, Xiaopeng Zhang 0008, Wenyu Liu 0001, Matthias Nießner, Qi Tian 0001. siggrapha 2022: [doi]

MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger TokensJiemin Fang, Lingxi Xie, Xinggang Wang, Xiaopeng Zhang 0008, Wenyu Liu 0001, Qi Tian 0001. cvpr 2022: 12053-12062 [doi]

AlignSeg: Feature-Aligned Segmentation NetworksZilong Huang, Yunchao Wei, Xinggang Wang, Wenyu Liu 0001, Thomas S. Huang, Humphrey Shi. pami, 44(1):550-557, 2022. [doi]

Box-Supervised Instance Segmentation with Level Set EvolutionWentong Li, Wenyu Liu 0001, Jianke Zhu, Miaomiao Cui, Xian-Sheng Hua 0001, Lei Zhang 0006. eccv 2022: 1-18 [doi]

When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression RecognitionBohan Li, Ye Yuan, Dingkang Liang, Xiao Liu, Zhilong Ji, Jinfeng Bai, Wenyu Liu 0001, Xiang Bai. eccv 2022: 197-214 [doi]

Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface EstimationZhi Liu, Shaoyu Chen, Xiaojie Guo, Xinggang Wang, Tianheng Cheng, Hongmei Zhu, Qian Zhang 0009, Wenyu Liu 0001, Yi Zhang. corl 2023: 437-446 [doi]

Boundary TextSpotter: Toward Arbitrary-Shaped Scene Text SpottingPu Lu, Hao Wang, Shenggao Zhu, Jing Wang, Xiang Bai, Wenyu Liu 0001. TIP, 31:6200-6212, 2022. [doi]

Local Point Matching Network for Stabilized Crowd Counting and LocalizationLin Niu, Xinggang Wang, Chen Duan, Qiongxia Shen, Wenyu Liu 0001. prcv 2022: 566-579 [doi]

Knowledge Mining with Scene Text for Fine-Grained RecognitionHao Wang, Junchao Liao, Tianheng Cheng, Zewen Gao, Hao Liu, Bo Ren, Xiang Bai, Wenyu Liu 0001. cvpr 2022: 4614-4623 [doi]

YOLOP: You Only Look Once for Panoptic Driving PerceptionDong Wu, Manwen Liao, Weitian Zhang, Xinggang Wang, Xiang Bai, Wenqing Cheng, Wenyu Liu 0001. ijautcomp, 19(6):550-562, 2022. [doi]

Temporally Efficient Vision Transformer for Video Instance SegmentationShusheng Yang, Xinggang Wang, Yu Li 0003, Yuxin Fang, Jiemin Fang, Wenyu Liu 0001, Xun Zhao, Ying Shan. cvpr 2022: 2875-2885 [doi]

Robust Multi-object Tracking by Marginal InferenceYifu Zhang, Chunyu Wang, Xinggang Wang, Wenjun Zeng, Wenyu Liu 0001. eccv 2022: 22-40 [doi]

ByteTrack: Multi-object Tracking by Associating Every Detection BoxYifu Zhang, Peize Sun, Yi Jiang, Dongdong Yu, Fucheng Weng, Zehuan Yuan, Ping Luo 0002, Wenyu Liu 0001, Xinggang Wang. eccv 2022: 1-21 [doi]

TopFormer: Token Pyramid Transformer for Mobile Semantic SegmentationWenqiang Zhang, Zilong Huang, Guozhong Luo, Tao Chen, Xinggang Wang, Wenyu Liu 0001, Gang Yu, Chunhua Shen. cvpr 2022: 12073-12083 [doi]

2021

Deep High-Resolution Representation Learning for Visual RecognitionJingdong Wang 0001, Ke Sun 0009, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu 0002, Yadong Mu, Mingkui Tan, Xinggang Wang, Wenyu Liu 0001, Bin Xiao. pami, 43(10):3349-3364, 2021. [doi]

Hierarchical Aggregation for 3D Instance SegmentationShaoyu Chen, Jiemin Fang, Qian Zhang 0009, Wenyu Liu 0001, Xinggang Wang. iccv 2021: 15447-15456 [doi]

Learning to focus: cascaded feature matching network for few-shot image recognitionMengting Chen, Xinggang Wang, Heng Luo, Yifeng Geng, Wenyu Liu 0001. chinaf, 64(9), 2021. [doi]

You Only Look at One Sequence: Rethinking Transformer in Vision through Object DetectionYuxin Fang, Bencheng Liao, Xinggang Wang, Jiemin Fang, Jiyang Qi, Rui Wu, Jianwei Niu 0004, Wenyu Liu 0001. nips 2021: 26183-26197 [doi]

EAT-NAS: elastic architecture transfer for accelerating large-scale neural architecture searchJiemin Fang, Yukang Chen, Xinbang Zhang, Qian Zhang 0009, Chang Huang, Gaofeng Meng, Wenyu Liu 0001, Xinggang Wang. chinaf, 64(9), 2021. [doi]

Instances as QueriesYuxin Fang, Shusheng Yang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, Wenyu Liu 0001. iccv 2021: 6890-6899 [doi]

FNA++: Fast Network Adaptation via Parameter Remapping and Architecture SearchJiemin Fang, Yuzhu Sun, Qian Zhang 0009, Kangjian Peng, Yuan Li, Wenyu Liu 0001, Xinggang Wang. pami, 43(9):2990-3004, 2021. [doi]

Deep graph cut network for weakly-supervised semantic segmentationJiapei Feng, Xinggang Wang, Wenyu Liu 0001. chinaf, 64(3), 2021. [doi]

Contextual Prior Constrained Deep Networks for Mitosis Detection With Point AnnotationsJiangxiao Han, Xinggang Wang, Wenyu Liu 0001. access, 9:71954-71967, 2021. [doi]

Context-Sensitive Temporal Feature Learning for Gait RecognitionXiaohu Huang, Duowang Zhu, Hao Wang, Xinggang Wang, Bo Yang, Botao He, Wenyu Liu 0001, Bin Feng 0001. iccv 2021: 12889-12898 [doi]

Pyramid Self-attention for Semantic SegmentationJiyang Qi, Xinggang Wang, Yao Hu, Xu Tang, Wenyu Liu 0001. prcv 2021: 480-492 [doi]

Weakly-Supervised Instance Segmentation via Class-Agnostic Learning With Salient ImagesXinggang Wang, Jiapei Feng, Bin Hu, Qi Ding, Longjin Ran, Xiaoxin Chen, Wenyu Liu 0001. cvpr 2021: 10225-10235 [doi]

Scene Text Retrieval via Joint Text Detection and Similarity LearningHao Wang, Xiang Bai, Mingkun Yang, Shenggao Zhu, Jing Wang, Wenyu Liu 0001. cvpr 2021: 4558-4567 [doi]

DeepPIRATES: A Training-Light PIR-Based Localization Method With High Generalization AbilityTianye Yang, Peng Guo, Wenyu Liu 0001, Xuefeng Liu, Tianyu Hao. access, 9:86054-86061, 2021. [doi]

Crossover Learning for Fast Online Video Instance SegmentationShusheng Yang, Yuxin Fang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, Wenyu Liu 0001. iccv 2021: 8023-8032 [doi]

EfficientPose: Efficient human pose estimation with neural architecture searchWenqiang Zhang, Jiemin Fang, Xinggang Wang, Wenyu Liu 0001. cvm, 7(3):335-347, 2021. [doi]

FairMOT: On the Fairness of Detection and Re-identification in Multiple Object TrackingYifu Zhang, Chunyu Wang, Xinggang Wang, Wenjun Zeng, Wenyu Liu 0001. ijcv, 129(11):3069-3087, 2021. [doi]

2020

EEG responses to emotional videos can quantitatively predict big-five personality traitsWenyu Liu 0001, Xin Hu, Xuefei Long, Lilu Tang, Jingjing Chen, Fei Wang, Dan Zhang. ijon, 415:368-381, 2020. [doi]

Learning Global Structure Consistency for Robust Object TrackingBi Li 0005, Chengquan Zhang, Zhibin Hong, Xu Tang, Jingtuo Liu, Junyu Han, Errui Ding, Wenyu Liu 0001. mm 2020: 229-237 [doi]

Diversity Transfer Network for Few-Shot LearningMengting Chen, Yuxin Fang, Xinggang Wang, Heng Luo, Yifeng Geng, Xinyu Zhang, Chang Huang, Wenyu Liu 0001, Bo Wang. AAAI 2020: 10559-10566 [doi]

Boundary-Preserving Mask R-CNNTianheng Cheng, Xinggang Wang, Lichao Huang, Wenyu Liu 0001. eccv 2020: 660-676 [doi]

Maximum Entropy Regularization and Chinese Text RecognitionChangxu Cheng, Wuheng Xu, Xiang Bai, Bin Feng, Wenyu Liu 0001. das 2020: 3-17 [doi]

Fast Neural Network Adaptation via Parameter Remapping and Architecture SearchJiemin Fang, Yuzhu Sun, Kangjian Peng, Qian Zhang, Yuan Li, Wenyu Liu 0001, Xinggang Wang. iclr 2020: [doi]

Densely Connected Search Space for More Flexible Neural Architecture SearchJiemin Fang, Yuzhu Sun, Qian Zhang, Yuan Li, Wenyu Liu 0001, Xinggang Wang. cvpr 2020: 10625-10634 [doi]

DiffNet: A Learning to Compare Deep Network for Product RecognitionBin Hu, Nuoya Zhou, Qiang Zhou, Xinggang Wang, Wenyu Liu 0001. access, 8:19336-19344, 2020. [doi]

Semantic Image Segmentation by Scale-Adaptive NetworksZilong Huang, Chunyu Wang, Xinggang Wang, Wenyu Liu 0001, Jingdong Wang. TIP, 29:2066-2077, 2020. [doi]

Pose Anchor: A Single-Stage Hand Keypoint Detection NetworkYuan Li, Xinggang Wang, Wenyu Liu 0001, Bin Feng. tcsv, 30(7):2104-2113, 2020. [doi]

Object Detection in Videos by High Quality Object LinkingPeng Tang, Chunyu Wang, Xinggang Wang, Wenyu Liu 0001, Wenjun Zeng, Jingdong Wang. pami, 42(5):1272-1278, 2020. [doi]

A Weakly-Supervised Framework for COVID-19 Classification and Lesion Localization From Chest CTXinggang Wang, Xianbo Deng, Qing Fu, Qiang Zhou, Jiapei Feng, Hui Ma, Wenyu Liu 0001, Chuansheng Zheng. tmi, 39(8):2615-2625, 2020. [doi]

All You Need Is Boundary: Toward Arbitrary-Shaped Text SpottingHao Wang, Pu Lu, Hui Zhang, Mingkun Yang, Xiang Bai, Yongchao Xu, Mengchao He, Yongpan Wang, Wenyu Liu 0001. AAAI 2020: 12160-12167 [doi]

Deep multi-metric learning for text-independent speaker verificationJiwei Xu, Xinggang Wang, Bin Feng, Wenyu Liu 0001. ijon, 410:394-400, 2020. [doi]

Cascaded Boundary Network for High-Quality Temporal Action Proposal GenerationLiang Xu, Xinggang Wang, Wenyu Liu 0001, Bin Feng. tcsv, 30(10):3702-3713, 2020. [doi]

2019

Patch Aggregator for Scene Text Script IdentificationChangxu Cheng, Qiuhui Huang, Xiang Bai, Bin Feng, Wenyu Liu 0001. icdar 2019: 1077-1083 [doi]

CCNet: Criss-Cross Attention for Semantic SegmentationZilong Huang, Xinggang Wang, Lichao Huang, Chang Huang, Yunchao Wei, Wenyu Liu 0001. iccv 2019: 603-612 [doi]

The Seventh Visual Object Tracking VOT2019 Challenge ResultsMatej Kristan, Amanda Berg, Linyu Zheng, Litu Rout, Luc Van Gool, Luca Bertinetto, Martin Danelljan, Matteo Dunnhofer, Meng Ni, Min-Young Kim, Ming Tang, Ming-Hsuan Yang 0001, Abdelrahman Eldesokey, Naveen Paluru, Niki Martinel, Pengfei Xu, Pengfei Zhang, Pengkun Zheng, Pengyu Zhang, Philip H. S. Torr, Qi Zhang, Qiang Wang, Qing Guo, Radu Timofte, Jani Käpylä, Rama Krishna Sai Subrahmanyam Gorthi, Richard M. Everson, Ruize Han, Ruohan Zhang, Shan You, Shao-Chuan Zhao, Shengwei Zhao, Shihu Li, Shikun Li, Shiming Ge, Gustavo Fernández, Shuai Bai, Shuosen Guan, Tengfei Xing, Tianyang Xu, Tianyu Yang, Ting Zhang, Tomás Vojír, Wei Feng, Weiming Hu, Weizhao Wang, Abel Gonzalez-Garcia, Wenjie Tang, Wenjun Zeng, Wenyu Liu 0001, Xi Chen, Xi Qiu, Xiang Bai, Xiao-jun Wu, Xiaoyun Yang, Xier Chen, Xin Li, Alireza Memarmoghadam, Xing Sun, Xingyu Chen, Xinmei Tian, Xu Tang, Xuefeng Zhu, Yan Huang, Yanan Chen, Yanchao Lian, Yang Gu, Yang Liu, Andong Lu, Yanjie Chen, Yi Zhang, Yinda Xu, Yingming Wang, Yingping Li, Yu Zhou, Yuan Dong, Yufei Xu, Yunhua Zhang, YunKun Li, Anfeng He, Zeyu Wang Zhao Luo, Zhaoliang Zhang, Zhen-Hua Feng, Zhenyu He, Zhichao Song, Zhihao Chen, Zhipeng Zhang, Zhirong Wu, Zhiwei Xiong, Zhongjian Huang, Anton Varfolomieiev, Zhu Teng, Zihan Ni, Antoni B. Chan, Jiri Matas, Ardhendu Shekhar Tripathi, Arnold W. M. Smeulders, Bala Suraj Pedasingu, Bao Xin Chen, Baopeng Zhang, Baoyuan Wu, Bi Li, Bin He, Bin Yan, Bing Bai, Ales Leonardis, Bing Li, Bo Li, Byeong Hak Kim, Chao Ma, Chen Fang, Chen Qian 0001, Cheng Chen, Chenglong Li, Chengquan Zhang, Chi-Yi Tsai, Michael Felsberg, Chong Luo, Christian Micheloni, Chunhui Zhang, Dacheng Tao, Deepak Gupta, Dejia Song, Dong Wang, Efstratios Gavves, Eunu Yi, Fahad Shahbaz Khan, Roman P. Pflugfelder, Fangyi Zhang, Fei Wang, Fei Zhao, George De Ath, Goutam Bhat, Guangqi Chen, Guangting Wang, Guoxuan Li, Hakan Cevikalp, Hao Du, Joni-Kristian Kämäräinen, Haojie Zhao, Hasan Saribas, Ho Min Jung, Hongliang Bai, Hongyuan Yu, Hongyuan Yu, Houwen Peng, Huchuan Lu, Hui Li 0037, Jiakun Li, Luka Cehovin Zajc, Jianhua Li, Jianlong Fu, Jie Chen, Jie Gao, Jie Zhao, Jin Tang, Jing Li, Jingjing Wu, Jingtuo Liu, Jinqiao Wang, Ondrej Drbohlav, Jinqing Qi, Jinyue Zhang, John K. Tsotsos, Jong Hyuk Lee, Joost van de Weijer, Josef Kittler, Jun-Ha Lee, Junfei Zhuang, Kangkai Zhang, Kangkang Wang, Alan Lukezic, Kenan Dai, Lei Chen, Lei Liu, Leida Guo, Li Zhang, Liang Wang, Liangliang Wang, Lichao Zhang, Lijun Wang, Lijun Zhou. iccvw 2019: 2206-2241 [doi]

Multiple Comparative Attention Network for Offline Handwritten Chinese Character RecognitionQingquan Xu, Xiang Bai, Wenyu Liu 0001. icdar 2019: 595-600 [doi]

Motion-Guided Spatial Time Attention for Video Object SegmentationQiang Zhou, Zilong Huang, Lichao Huang, Yongchao Gong, Han Shen, Wenyu Liu 0001, Xinggang Wang. iccvw 2019: 693-696 [doi]

2013

Confident information coverage in sensor networks for field reconstructionBang Wang, Xianjun Deng, Wenyu Liu 0001, Laurence T. Yang, Han-Chieh Chao. wc, 20(6):74-81, 2013. [doi]

2006

Fast adaptive inter mode decision method for P slices in H.264Bin Feng, Guangxi Zhu, Wenyu Liu 0001. ccnc 2006: 745-748 [doi]

2001

Object Metamorphosis Based on Generalized Morphology TransformationHua Li, Wenyu Liu 0001, Guangxi Zhu, Yaoting Zhu. ijvr, 5(1):92-103, 2001. [doi]

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