HUSTVL HUST Vision Lab

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Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
Lianghui Zhu, Bencheng Liao, Qian Zhang, Xinlong Wang, Wenyu Liu, Xinggang Wang
arXiv preprint
Code
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2024

YOLO-World: Real-Time Open-Vocabulary Object Detection
YOLO-World: Real-Time Open-Vocabulary Object Detection
Tianheng Cheng, Lin Song, Yixiao Ge, Wenyu Liu, Xinggang Wang, Ying Shan
CVPR 2024
4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
Guanjun Wu, Taoran Yi, Jiemin Fang, Lingxi Xie, Xiaopeng Zhang, Wei Wei, Wenyu Liu, Qi Tian, Xinggang Wang
CVPR 2024
Code
Project Page
Gaussiandreamer: Fast Generation from Text to 3D Gaussian Splatting with Point Cloud Priors
Gaussiandreamer: Fast Generation from Text to 3D Gaussian Splatting with Point Cloud Priors
Taoran Yi, Jiemin Fang, Guanjun Wu, Lingxi Xie, Xiaopeng Zhang, Wenyu Liu, Qi Tian, Xinggang Wang
CVPR 2024
Symphonize 3D Semantic Scene Completion with Contextual Instance Queries
Symphonize 3D Semantic Scene Completion with Contextual Instance Queries
Haoyi Jiang, Tianheng Cheng, Naiyu Gao, Haoyang Zhang, Wenyu Liu, Xinggang Wang
CVPR 2024
Code
VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning
VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning
Shaoyu Chen, Bo Jiang, Hao Gao, Bencheng Liao, Qing Xu, Qian Zhang, Chang Huang, Wenyu Liu, Xinggang Wang
arXiv preprint
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
Lianghui Zhu, Bencheng Liao, Qian Zhang, Xinlong Wang, Wenyu Liu, Xinggang Wang
arXiv preprint
Code
Project Page
ViTMatte: Boosting image matting with pre-trained plain vision transformers
ViTMatte: Boosting image matting with pre-trained plain vision transformers
Jingfeng Yao, Xinggang Wang, Shusheng Yang, Baoyuan Wang
Information Fusion, 2024

2023

Judgelm: Fine-tuned large language models are scalable judges
Judgelm: Fine-tuned large language models are scalable judges
Lianghui Zhu, Xinggang Wang, Xinlong Wang
arXiv preprint
Fast High Dynamic Range Radiance Fields for Dynamic Scenes
Fast High Dynamic Range Radiance Fields for Dynamic Scenes
Guanjun Wu, Taoran Yi, Jiemin Fang, Wenyu Liu, Xinggang Wang
3DV 2024
Code
Project Page
TiAVox: Time-aware Attenuation Voxels for Sparse-view 4D DSA Reconstruction
TiAVox: Time-aware Attenuation Voxels for Sparse-view 4D DSA Reconstruction
Zhenghong Zhou, Huangxuan Zhao, Jiemin Fang, Dongqiao Xiang, Lei Chen, Lingxia Wu, Feihong Wu, Wenyu Liu, Chuansheng Zheng, Xinggang Wang
arXiv preprint
Touchstone: Evaluating vision-language models by language models
Touchstone: Evaluating vision-language models by language models
Shuai Bai, Shusheng Yang, Jinze Bai, Peng Wang, Xingxuan Zhang, Junyang Lin, Xinggang Wang, Chang Zhou, Jingren Zhou
arXiv preprint
Maptrv2: An end-to-end framework for online vectorized hd map construction
Maptrv2: An end-to-end framework for online vectorized hd map construction
Bencheng Liao, Shaoyu Chen, Yunchi Zhang, Bo Jiang, Qian Zhang, Wenyu Liu, Chang Huang, Xinggang Wang
arXiv preprint
SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth
SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth
Zelin Liu, Xinggang Wang, Cheng Wang, Wenyu Liu, Xiang Bai
arXiv preprint
Multi-level Multiple Instance Learning with Transformer for Whole Slide Image Classification
Multi-level Multiple Instance Learning with Transformer for Whole Slide Image Classification
Ruijie Zhang, Qiaozhe Zhang, Yingzhuang Liu, Hao Xin, Yan Liu, Xinggang Wang
arXiv preprint
Matte Anything: Interactive Natural Image Matting with Segment Anything Models
Matte Anything: Interactive Natural Image Matting with Segment Anything Models
Jingfeng Yao, Xinggang Wang, Lang Ye, Wenyu Liu
arXiv preprint
GaitGS: Temporal Feature Learning in Granularity and Span Dimension for Gait Recognition
GaitGS: Temporal Feature Learning in Granularity and Span Dimension for Gait Recognition
Haijun Xiong, Yunze Deng, Xiaohu Huang, Xinggang Wang, Wenyu Liu, Bin Feng
arXiv preprint
ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities
ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities
Peng Wang, Shijie Wang, Junyang Lin, Shuai Bai, Xiaohuan Zhou, Jingren Zhou, Xinggang Wang, Chang Zhou
arXiv preprint
A Range-Null Space Decomposition Approach for Fast and Flexible Spectral Compressive Imaging
A Range-Null Space Decomposition Approach for Fast and Flexible Spectral Compressive Imaging
Junyu Wang, Shijie Wang, Ruijie Zhang, Zengqiang Zheng, Wenyu Liu, Xinggang Wang
arXiv preprint
Post-Training Quantization for Object Detection
Post-Training Quantization for Object Detection
Lin Niu, Jiawei Liu, Zhihang Yuan, Dawei Yang, Xinggang Wang, Wenyu Liu
arXiv preprint
VMA: Divide-and-Conquer Vectorized Map Annotation System for Large-Scale Driving Scene
VMA: Divide-and-Conquer Vectorized Map Annotation System for Large-Scale Driving Scene
Shaoyu Chen, Yunchi Zhang, Bencheng Liao, Jiafeng Xie, Tianheng Cheng, Wei Sui, Qian Zhang, Chang Huang, Wenyu Liu, Xinggang Wang
arXiv preprint
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation
Lianghui Zhu, Yingyue Li, Jieming Fang, Yan Liu, Hao Xin, Wenyu Liu, Xinggang Wang
arXiv preprint
RPTQ: Reorder-based Post-training Quantization for Large Language Models
RPTQ: Reorder-based Post-training Quantization for Large Language Models
Zhihang Yuan, Lin Niu, Jiawei Liu, Wenyu Liu, Xinggang Wang, Yuzhang Shang, Guangyu Sun, Qiang Wu, Jiaxiang Wu, Bingzhe Wu
arXiv preprint
MobileInst: Video Instance Segmentation on the Mobile
MobileInst: Video Instance Segmentation on the Mobile
Renhong Zhang, Tianheng Cheng, Shusheng Yang, Haoyi Jiang, Shuai Zhang, ..., Xin Li, Xiaowen Ying, Dashan Gao, Wenyu Liu, Xinggang Wang
AAAI 2024
OpenInst: A Simple Query-Based Method for Open-World Instance Segmentation
OpenInst: A Simple Query-Based Method for Open-World Instance Segmentation
Cheng Wang, Guoli Wang, Qian Zhang, Peng Guo, Wenyu Liu, Xinggang Wang
arXiv preprint
ByteTrackV2: 2D and 3D Multi-Object Tracking by Associating Every Detection Box
ByteTrackV2: 2D and 3D Multi-Object Tracking by Associating Every Detection Box
Yifu Zhang, Xinggang Wang, Xiaoqing Ye, Wei Zhang, Jincheng Lu, Xiao Tan, Errui Ding, Peize Sun, Jingdong Wang
arXiv preprint
Generalizable Neural Voxels for Fast Human Radiance Fields
Generalizable Neural Voxels for Fast Human Radiance Fields
Taoran Yi, Jiemin Fang, Xinggang Wang, Wenyu Liu
arXiv preprint
Benchmarking the Reliability of Post-training Quantization: a Particular Focus on Worst-case Performance
Benchmarking the Reliability of Post-training Quantization: a Particular Focus on Worst-case Performance
Zhihang Yuan, Jiawei Liu, Jiaxiang Wu, Dawei Yang, Qiang Wu, Guangyu Sun, Wenyu Liu, Xinggang Wang, Bingzhe Wu
arXiv preprint
VAD: Vectorized Scene Representation for Efficient Autonomous Driving
VAD: Vectorized Scene Representation for Efficient Autonomous Driving
Bo Jiang, Shaoyu Chen, Qing Xu, Bencheng Liao, Jiajie Chen, Helong Zhou, Qian Zhang, Wenyu Liu, Chang Huang, Xinggang Wang
ICCV 2023
Eva-02: A visual representation for neon genesis
Eva-02: A visual representation for neon genesis
Yuxin Fang, Quan Sun, Xinggang Wang, Tiejun Huang, Xinlong Wang, Yue Cao
arXiv preprint
Lane graph as path: Continuity-preserving path-wise modeling for online lane graph construction
Lane graph as path: Continuity-preserving path-wise modeling for online lane graph construction
Bencheng Liao, Shaoyu Chen, Bo Jiang, Tianheng Cheng, Qian Zhang, Wenyu Liu, Chang Huang, Xinggang Wang
arXiv preprint
Understanding Self-Supervised Pretraining with Part-Aware Representation Learning
Understanding Self-Supervised Pretraining with Part-Aware Representation Learning
Jie Zhu, Jiyang Qi, Mingyu Ding, Xiaokang Chen, Ping Luo, Xinggang Wang, Wenyu Liu, Leye Wang, Jingdong Wang
arXiv preprint
Graph contrastive learning for skeleton-based action recognition
Graph contrastive learning for skeleton-based action recognition
Xiaohu Huang, Hao Zhou, Jian Wang, Haocheng Feng, Junyu Han, Errui Ding, Jingdong Wang, Xinggang Wang, Wenyu Liu, Bin Feng
arXiv preprint
A Simple Adaptive Unfolding Network for Hyperspectral Image Reconstruction
A Simple Adaptive Unfolding Network for Hyperspectral Image Reconstruction
Junyu Wang, Shijie Wang, Wenyu Liu, Zengqiang Zheng, Xinggang Wang
arXiv preprint
Tinyclip: Clip distillation via affinity mimicking and weight inheritance
Tinyclip: Clip distillation via affinity mimicking and weight inheritance
Kan Wu, Houwen Peng, Zhenghong Zhou, Bin Xiao, Mengchen Liu, ..., Michael Valenzuela, Xi Stephen Chen, Xinggang Wang, Hongyang Chao, Han Hu
ICCV 2023
Efficient Task-specific Feature Re-fusion for More Accurate Object Detection and Instance Segmentation
Efficient Task-specific Feature Re-fusion for More Accurate Object Detection and Instance Segmentation
Cheng Wang, Yuxin Fang, Jiemin Fang, Peng Guo, Rui Wu, He Huang, Xinggang Wang, Chang Huang, Wenyu Liu
IEEE Transactions on Circuits and Systems for Video Technology, 2023
RILS: Masked Visual Reconstruction in Language Semantic Space
RILS: Masked Visual Reconstruction in Language Semantic Space
Shusheng Yang, Yixiao Ge, Kun Yi, Dian Li, Ying Shan, Xiaohu Qie, Xinggang Wang
CVPR 2023
Appendix of Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object Detection
Appendix of Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object Detection
Yuxin Fang, Shusheng Yang, Shijie Wang, Yixiao Ge, Ying Shan, Xinggang Wang
ICCV 2023
Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt
Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt
Hao Li, Dingwen Zhang, Nian Liu, Lechao Cheng, Yalun Dai, Chao Zhang, Xinggang Wang, Junwei Han
CVPR 2023
A transformed-feature-space data augmentation method for defect segmentation
A transformed-feature-space data augmentation method for defect segmentation
Shuanlong Niu, Yaru Peng, Bin Li, Xinggang Wang
Computers in Industry, 2023
Condition-Adaptive Graph Convolution Learning for Skeleton-Based Gait Recognition
Condition-Adaptive Graph Convolution Learning for Skeleton-Based Gait Recognition
Xiaohu Huang, Xinggang Wang, Zhidianqiu Jin, Bo Yang, Botao He, Bin Feng, Wenyu Liu
TIP, 2023
Focalizing regions of biomarker relevance facilitates biomarker prediction on histopathological images
Focalizing regions of biomarker relevance facilitates biomarker prediction on histopathological images
Jiefeng Gan, Hanchen Wang, Hui Yu, Zitong He, Wenjuan Zhang, ..., Jianjun Zhang, Xinggang Wang, Yaobing Chen, Guoping Wang, Tian Xia
iScience, 2023
Supplemental Material of EVA: Exploring the Limits of Masked Visual Representation Learning at Scale
Supplemental Material of EVA: Exploring the Limits of Masked Visual Representation Learning at Scale
Yuxin Fang, Wen Wang, Binhui Xie, Quan Sun, Ledell Wu, Xinggang Wang, Tiejun Huang, Xinlong Wang, Yue Cao
CVPR 2023
ADSeg: A flap-attention-based deep learning approach for aortic dissection segmentation
ADSeg: A flap-attention-based deep learning approach for aortic dissection segmentation
Dongqiao Xiang, Jiyang Qi, Yiqing Wen, Hui Zhao, Xiaolin Zhang, ..., Wenyu Liu, Fan Yang, Huangxuan Zhao, Xinggang Wang, Chuansheng Zheng
Patterns
Boxteacher: Exploring high-quality pseudo labels for weakly supervised instance segmentation
Boxteacher: Exploring high-quality pseudo labels for weakly supervised instance segmentation
Tianheng Cheng, Xinggang Wang, Shaoyu Chen, Qian Zhang, Wenyu Liu
CVPR 2023
Pd-quant: Post-training quantization based on prediction difference metric
Pd-quant: Post-training quantization based on prediction difference metric
Jiawei Liu, Lin Niu, Zhihang Yuan, Dawei Yang, Xinggang Wang, Wenyu Liu
CVPR 2023
Weakly-supervised semantic segmentation via online pseudo-mask correcting
Weakly-supervised semantic segmentation via online pseudo-mask correcting
Jiapei Feng, Xinggang Wang, Te Li, Shanshan Ji, Wenyu Liu
Pattern Recognition Letters
TinyDet: accurately detecting small objects within 1 GFLOPs
TinyDet: accurately detecting small objects within 1 GFLOPs
Shaoyu Chen, Tianheng Cheng, Jiemin Fang, Qian Zhang, Yuan Li, Wenyu Liu, Xinggang Wang
Science China Information Sciences, 2023
Eva: Exploring the limits of masked visual representation learning at scale
Eva: Exploring the limits of masked visual representation learning at scale
Yuxin Fang, Wen Wang, Binhui Xie, Quan Sun, Ledell Wu, Xinggang Wang, Tiejun Huang, Xinlong Wang, Yue Cao
CVPR 2023
Vision-based uneven bev representation learning with polar rasterization and surface estimation
Vision-based uneven bev representation learning with polar rasterization and surface estimation
Zhi Liu, Shaoyu Chen, Xiaojie Guo, Xinggang Wang, Tianheng Cheng, Hongmei Zhu, Qian Zhang, Wenyu Liu, Yi Zhang
CoRL 2023
Unleashing vanilla vision transformer with masked image modeling for object detection
Unleashing vanilla vision transformer with masked image modeling for object detection
Yuxin Fang, Shusheng Yang, Shijie Wang, Yixiao Ge, Ying Shan, Xinggang Wang
ICCV 2023
What Makes for Hierarchical Vision Transformer?
What Makes for Hierarchical Vision Transformer?
Yuxin Fang, Xinggang Wang, Rui Wu, Wenyu Liu
TPAMI, 2023

2022

Perceive, interact, predict: Learning dynamic and static clues for end-to-end motion prediction
Perceive, interact, predict: Learning dynamic and static clues for end-to-end motion prediction
Bo Jiang, Shaoyu Chen, Xinggang Wang, Bencheng Liao, Tianheng Cheng, Jiajie Chen, Helong Zhou, Qian Zhang, Wenyu Liu, Chang Huang
arXiv preprint
Maptr: Structured modeling and learning for online vectorized hd map construction
Maptr: Structured modeling and learning for online vectorized hd map construction
Bencheng Liao, Shaoyu Chen, Xinggang Wang, Tianheng Cheng, Qian Zhang, Wenyu Liu, Chang Huang
ICLR 2023
Polar parametrization for vision-based surround-view 3d detection
Polar parametrization for vision-based surround-view 3d detection
Shaoyu Chen, Xinggang Wang, Tianheng Cheng, Qian Zhang, Chang Huang, Wenyu Liu
arXiv preprint
Featurized query r-cnn
Featurized query r-cnn
Wenqiang Zhang, Tianheng Cheng, Xinggang Wang, Shaoyu Chen, Qian Zhang, Wenyu Liu
arXiv preprint
Efficient and robust 2d-to-bev representation learning via geometry-guided kernel transformer
Efficient and robust 2d-to-bev representation learning via geometry-guided kernel transformer
Shaoyu Chen, Tianheng Cheng, Xinggang Wang, Wenming Meng, Qian Zhang, Wenyu Liu
arXiv preprint
Corrupted image modeling for self-supervised visual pre-training
Corrupted image modeling for self-supervised visual pre-training
Yuxin Fang, Li Dong, Hangbo Bao, Xinggang Wang, Furu Wei
arXiv preprint
Multi-scale Context-aware Network with Transformer for Gait Recognition
Multi-scale Context-aware Network with Transformer for Gait Recognition
Duowang Zhu, Xiaohu Huang, Xinggang Wang, Wenyu Liu, Bin Feng
arXiv e-prints
Supplementary Material: Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation
Supplementary Material: Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation
Zhi Liu, Shaoyu Chen, Xiaojie Guo, Xinggang Wang, Tianheng Cheng, Hongmei Zhu, Qian Zhang, Wenyu Liu, Yi Zhang
CoRL 2023
Iou-balanced loss functions for single-stage object detection
Iou-balanced loss functions for single-stage object detection
Shengkai Wu, Jinrong Yang, Xinggang Wang, Xiaoping Li
Pattern Recognition Letters, 2022
Local point matching network for stabilized crowd counting and localization
Local point matching network for stabilized crowd counting and localization
Lin Niu, Xinggang Wang, Chen Duan, Qiongxia Shen, Wenyu Liu
PRCV 2022
Joint weakly and fully supervised learning for surface defect segmentation from images
Joint weakly and fully supervised learning for surface defect segmentation from images
Bin Hu, Xinggang Wang, Wenyong Yu
Signal Processing: Image Communication, 2022
Deep Learning-Based Optical-Resolution Photoacoustic Microscopy for In Vivo 3D Microvasculature Imaging and Segmentation
Deep Learning-Based Optical-Resolution Photoacoustic Microscopy for In Vivo 3D Microvasculature Imaging and Segmentation
Huangxuan Zhao, Jia Huang, Qiang Zhou, Ningbo Chen, Liangjian Liu, ..., Tao Wang, Leqing Chen, Chengbo Liu, Chuansheng Zheng, others
Advanced Intelligent Systems, 2022
Self-supervised learning enables 3D digital subtraction angiography reconstruction from ultra-sparse 2D projection views: a multicenter study
Self-supervised learning enables 3D digital subtraction angiography reconstruction from ultra-sparse 2D projection views: a multicenter study
Huangxuan Zhao, Zhenghong Zhou, Feihong Wu, Dongqiao Xiang, Hui Zhao, ..., Wenyu Liu, Jinqiang Ma, Fan Yang, Xinggang Wang, Chuansheng Zheng
Cell Reports Medicine, 2022
Star: Spatio-temporal augmented relation network for gait recognition
Star: Spatio-temporal augmented relation network for gait recognition
Xiaohu Huang, Xinggang Wang, Botao He, Shan He, Wenyu Liu, Bin Feng
IEEE Transactions on Biometrics, Behavior, and Identity Science, 2022
Robust multi-object tracking by marginal inference
Robust multi-object tracking by marginal inference
Yifu Zhang, Chunyu Wang, Xinggang Wang, Wenjun Zeng, Wenyu Liu
ECCV 2022
Aiatrack: Attention in attention for transformer visual tracking
Aiatrack: Attention in attention for transformer visual tracking
Shenyuan Gao, Chunluan Zhou, Chao Ma, Xinggang Wang, Junsong Yuan
ECCV 2022
Occluded video instance segmentation: A benchmark
Occluded video instance segmentation: A benchmark
Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge Belongie, Alan Yuille, Philip HS Torr, Song Bai
IJCV, 2022
Fast dynamic radiance fields with time-aware neural voxels
Fast dynamic radiance fields with time-aware neural voxels
Jiemin Fang, Taoran Yi, Xinggang Wang, Lingxi Xie, Xiaopeng Zhang, Wenyu Liu, Matthias Nießner, Qi Tian
SIGGRAPH Asia 2022
Temporally efficient vision transformer for video instance segmentation
Temporally efficient vision transformer for video instance segmentation
Shusheng Yang, Xinggang Wang, Yu Li, Yuxin Fang, Jiemin Fang, Wenyu Liu, Xun Zhao, Ying Shan
CVPR 2022
TopFormer: Token pyramid transformer for mobile semantic segmentation
TopFormer: Token pyramid transformer for mobile semantic segmentation
Wenqiang Zhang, Zilong Huang, Guozhong Luo, Tao Chen, Xinggang Wang, Wenyu Liu, Gang Yu, Chunhua Shen
CVPR 2022
Azinorm: Exploiting the radial symmetry of point cloud for azimuth-normalized 3d perception
Azinorm: Exploiting the radial symmetry of point cloud for azimuth-normalized 3d perception
Shaoyu Chen, Xinggang Wang, Tianheng Cheng, Wenqiang Zhang, Qian Zhang, Chang Huang, Wenyu Liu
CVPR 2022
Sparse instance activation for real-time instance segmentation
Sparse instance activation for real-time instance segmentation
Tianheng Cheng, Xinggang Wang, Shaoyu Chen, Wenqiang Zhang, Qian Zhang, Chang Huang, Zhaoxiang Zhang, Wenyu Liu
CVPR 2022
Defect attention template generation cycleGAN for weakly supervised surface defect segmentation
Defect attention template generation cycleGAN for weakly supervised surface defect segmentation
Shuanlong Niu, Bin Li, Xinggang Wang, Songping He, Yaru Peng
Pattern Recognition, 2022
Bytetrack: Multi-object tracking by associating every detection box
Bytetrack: Multi-object tracking by associating every detection box
Yifu Zhang, Peize Sun, Yi Jiang, Dongdong Yu, Fucheng Weng, Zehuan Yuan, Ping Luo, Wenyu Liu, Xinggang Wang
ECCV 2022
Yolop: You only look once for panoptic driving perception
Yolop: You only look once for panoptic driving perception
Dong Wu, Man-Wen Liao, Wei-Tian Zhang, Xing-Gang Wang, Xiang Bai, Wen-Qing Cheng, Wen-Yu Liu
Machine Intelligence Research, 2022
Voxeltrack: Multi-person 3d human pose estimation and tracking in the wild
Voxeltrack: Multi-person 3d human pose estimation and tracking in the wild
Yifu Zhang, Chunyu Wang, Xinggang Wang, Wenyu Liu, Wenjun Zeng
TPAMI, 2022
Msg-transformer: Exchanging local spatial information by manipulating messenger tokens
Msg-transformer: Exchanging local spatial information by manipulating messenger tokens
Jiemin Fang, Lingxi Xie, Xinggang Wang, Xiaopeng Zhang, Wenyu Liu, Qi Tian
CVPR 2022

2021

Neusample: Neural sample field for efficient view synthesis
Neusample: Neural sample field for efficient view synthesis
Jiemin Fang, Lingxi Xie, Xinggang Wang, Xiaopeng Zhang, Wenyu Liu, Qi Tian
arXiv preprint
Occluded video instance segmentation: Dataset and ICCV 2021 challenge
Occluded video instance segmentation: Dataset and ICCV 2021 challenge
Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge Belongie, Alan Yuille, Philip HS Torr, Song Bai
arXiv preprint
Bag of instances aggregation boosts self-supervised distillation
Bag of instances aggregation boosts self-supervised distillation
Haohang Xu, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian
arXiv preprint
Bag of instances aggregation boosts self-supervised learning
Bag of instances aggregation boosts self-supervised learning
Haohang Xu, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongka Xiong, Qi Tian
arXiv preprint
Tracking instances as queries
Tracking instances as queries
Shusheng Yang, Yuxin Fang, Xinggang Wang, Yu Li, Ying Shan, Bin Feng, Wenyu Liu
arXiv preprint
Half-real half-fake distillation for class-incremental semantic segmentation
Half-real half-fake distillation for class-incremental semantic segmentation
Zilong Huang, Wentian Hao, Xinggang Wang, Mingyuan Tao, Jianqiang Huang, Wenyu Liu, Xian-Sheng Hua
arXiv preprint
Occluded video instance segmentation
Occluded video instance segmentation
Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge Belongie, Alan Yuille, Philip HS Torr, Song Bai
arXiv preprint
Fairmot: On the fairness of detection and re-identification in multiple object tracking
Fairmot: On the fairness of detection and re-identification in multiple object tracking
Yifu Zhang, Chunyu Wang, Xinggang Wang, Wenjun Zeng, Wenyu Liu
IJCV, 2021
Context-sensitive temporal feature learning for gait recognition
Context-sensitive temporal feature learning for gait recognition
Xiaohu Huang, Duowang Zhu, Hao Wang, Xinggang Wang, Bo Yang, Botao He, Wenyu Liu, Bin Feng
ICCV 2021
Region-and strength-controllable GAN for defect generation and segmentation in industrial images
Region-and strength-controllable GAN for defect generation and segmentation in industrial images
Shuanlong Niu, Bin Li, Xinggang Wang, Yaru Peng
IEEE Transactions on Industrial Informatics, 2021
Pyramid Self-attention for Semantic Segmentation
Pyramid Self-attention for Semantic Segmentation
Jiyang Qi, Xinggang Wang, Yao Hu, Xu Tang, Wenyu Liu
PRCV 2021
Deep Interactive Video Inpainting: An Invisibility Cloak for Harry Potter
Deep Interactive Video Inpainting: An Invisibility Cloak for Harry Potter
Cheng Chen, Jiayin Cai, Yao Hu, Xu Tang, Xinggang Wang, Chun Yuan, Xiang Bai, Song Bai
ACM MM 2021
Instances as queries
Instances as queries
Yuxin Fang, Shusheng Yang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, Wenyu Liu
ICCV 2021
Hierarchical aggregation for 3d instance segmentation
Hierarchical aggregation for 3d instance segmentation
Shaoyu Chen, Jiemin Fang, Qian Zhang, Wenyu Liu, Xinggang Wang
ICCV 2021
Tracking Instances as Queries: The 2nd Place Solution for Video Instance Segmentation Challenge 2021
Tracking Instances as Queries: The 2nd Place Solution for Video Instance Segmentation Challenge 2021
Shusheng Yang, Yuxin Fang, Xinggang Wang, Yu Li, Ying Shan, Bin Feng, Wenyu Liu
arXiv preprint
Deep online correction for monocular visual odometry
Deep online correction for monocular visual odometry
Jiaxin Zhang, Wei Sui, Xinggang Wang, Wenming Meng, Hongmei Zhu, Qian Zhang
ICRA 2021
Weakly-supervised instance segmentation via class-agnostic learning with salient images
Weakly-supervised instance segmentation via class-agnostic learning with salient images
Xinggang Wang, Jiapei Feng, Bin Hu, Qi Ding, Longjin Ran, Xiaoxin Chen, Wenyu Liu
CVPR 2021
You only look at one sequence: Rethinking transformer in vision through object detection
You only look at one sequence: Rethinking transformer in vision through object detection
Yuxin Fang, Bencheng Liao, Xinggang Wang, Jiemin Fang, Jiyang Qi, Rui Wu, Jianwei Niu, Wenyu Liu
NeurIPS 2021
Crossover learning for fast online video instance segmentation
Crossover learning for fast online video instance segmentation
Shusheng Yang, Yuxin Fang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, Wenyu Liu
ICCV 2021
Human de-occlusion: Invisible perception and recovery for humans
Human de-occlusion: Invisible perception and recovery for humans
Qiang Zhou, Shiyin Wang, Yitong Wang, Zilong Huang, Xinggang Wang
CVPR 2021
Deep graph cut network for weakly-supervised semantic segmentation
Deep graph cut network for weakly-supervised semantic segmentation
Jiapei Feng, Xinggang Wang, Wenyu Liu
Science China Information Sciences, 2021
Real-time and accurate object detection in compressed video by long short-term feature aggregation
Real-time and accurate object detection in compressed video by long short-term feature aggregation
Xinggang Wang, Zhaojin Huang, Bencheng Liao, Lichao Huang, Yongchao Gong, Chang Huang
Computer Vision and Image Understanding, 2021
Learning generalizable deep feature using triplet-batch-center loss for person re-identification
Learning generalizable deep feature using triplet-batch-center loss for person re-identification
Bin Hu, Jiwei Xu, Xinggang Wang
Sci China Inf Sci, 2021
Efficientpose: Efficient human pose estimation with neural architecture search
Efficientpose: Efficient human pose estimation with neural architecture search
Wenqiang Zhang, Jiemin Fang, Xinggang Wang, Wenyu Liu
Computational Visual Media, 2021
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking
Yifu Zhang, Chunyu Wang, Xinggang Wang, Zeng Wenjun, Liu Wenyu
International Journal of Computer Vision, 2021
Alignseg: Feature-aligned segmentation networks
Alignseg: Feature-aligned segmentation networks
Zilong Huang, Yunchao Wei, Xinggang Wang, Wenyu Liu, Thomas S Huang, Humphrey Shi
TPAMI, 2021
EAT-NAS: Elastic architecture transfer for accelerating large-scale neural architecture search
EAT-NAS: Elastic architecture transfer for accelerating large-scale neural architecture search
Jiemin Fang, Yukang Chen, Xinbang Zhang, Qian Zhang, Chang Huang, Gaofeng Meng, Wenyu Liu, Xinggang Wang
Science China Information Sciences, 2021

2020

Resizemix: Mixing data with preserved object information and true labels
Resizemix: Mixing data with preserved object information and true labels
Jie Qin, Jiemin Fang, Qian Zhang, Wenyu Liu, Xingang Wang, Xinggang Wang
arXiv preprint
A weakly-supervised framework for COVID-19 classification and lesion localization from chest CT
A weakly-supervised framework for COVID-19 classification and lesion localization from chest CT
Xinggang Wang, Xianbo Deng, Qing Fu, Qiang Zhou, Jiapei Feng, Hui Ma, Wenyu Liu, Chuansheng Zheng
TMI, 2020
Fast neural network adaptation via parameter remapping and architecture search
Fast neural network adaptation via parameter remapping and architecture search
Jiemin Fang, Yuzhu Sun, Kangjian Peng, Qian Zhang, Yuan Li, Wenyu Liu, Xinggang Wang
International Conference on Learning Representation (ICLR), 2020
Fna++: Fast network adaptation via parameter remapping and architecture search
Fna++: Fast network adaptation via parameter remapping and architecture search
Jiemin Fang, Yuzhu Sun, Qian Zhang, Kangjian Peng, Yuan Li, Wenyu Liu, Xinggang Wang
TPAMI, 2020
Ccnet: Criss-cross attention for semantic segmentation
Ccnet: Criss-cross attention for semantic segmentation
Zilong Huang, Xinggang Wang, Lichao Huang, Chang Huang, Yunchao Wei, Wenyu Liu
TPAMI, 2020
DiffNet: a learning to compare deep network for product recognition
DiffNet: a learning to compare deep network for product recognition
Bin Hu, Nuoya Zhou, Qiang Zhou, Xinggang Wang, Wenyu Liu
IEEE Access, 2020
Deep multi-metric learning for text-independent speaker verification
Deep multi-metric learning for text-independent speaker verification
Jiwei Xu, Xinggang Wang, Bin Feng, Wenyu Liu
Neurocomputing, 2020
Boundary-preserving mask r-cnn
Boundary-preserving mask r-cnn
Tianheng Cheng, Xinggang Wang, Lichao Huang, Wenyu Liu
ECCV 2020
Defect image sample generation with GAN for improving defect recognition
Defect image sample generation with GAN for improving defect recognition
Shuanlong Niu, Bin Li, Xinggang Wang, Hui Lin
IEEE Transactions on Automation Science and Engineering, 2020
Learning from synthetic images via active pseudo-labeling
Learning from synthetic images via active pseudo-labeling
Liangchen Song, Yonghao Xu, Lefei Zhang, Bo Du, Qian Zhang, Xinggang Wang
TIP, 2020
MaskMitosis: a deep learning framework for fully supervised, weakly supervised, and unsupervised mitosis detection in histopathology images
MaskMitosis: a deep learning framework for fully supervised, weakly supervised, and unsupervised mitosis detection in histopathology images
Meriem Sebai, Xinggang Wang, Tianjiang Wang
Medical & Biological Engineering & Computing, 2020
A weakly-supervised framework for COVID-19 classification and lesion localization from chest CT
A weakly-supervised framework for COVID-19 classification and lesion localization from chest CT
Xinggang Wang, Xianbo Deng, Qing Fu, Qiang Zhou, Jiapei Feng, Hui Ma, Wenyu Liu, Chuansheng Zheng
TMI, 2020
Multi-scale multi-patch person re-identification with exclusivity regularized softmax
Multi-scale multi-patch person re-identification with exclusivity regularized softmax
Cheng Wang, Liangchen Song, Guoli Wang, Qian Zhang, Xinggang Wang
Neurocomputing, 2020
Diversity transfer network for few-shot learning
Diversity transfer network for few-shot learning
Mengting Chen, Yuxin Fang, Xinggang Wang, Heng Luo, Yifeng Geng, Xinyu Zhang, Chang Huang, Wenyu Liu, Bo Wang
AAAI 2020
IoU-aware single-stage object detector for accurate localization
IoU-aware single-stage object detector for accurate localization
Shengkai Wu, Xiaoping Li, Xinggang Wang
Image and Vision Computing, 2020
Deep high-resolution representation learning for visual recognition
Deep high-resolution representation learning for visual recognition
Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, ..., Yadong Mu, Mingkui Tan, Xinggang Wang, Wenyu Liu, Bin Xiao
TPAMI, 2020
Densely connected search space for more flexible neural architecture search
Densely connected search space for more flexible neural architecture search
Jiemin Fang, Yuzhu Sun, Qian Zhang, Yuan Li, Wenyu Liu, Xinggang Wang
CVPR 2020
Unsupervised domain adaptive re-identification: Theory and practice
Unsupervised domain adaptive re-identification: Theory and practice
Liangchen Song, Cheng Wang, Lefei Zhang, Bo Du, Qian Zhang, Chang Huang, Xinggang Wang
Pattern Recognition, 2020

2019

Object detection in video with spatial-temporal context aggregation
Object detection in video with spatial-temporal context aggregation
Hao Luo, Lichao Huang, Han Shen, Yuan Li, Chang Huang, Xinggang Wang
arXiv preprint
Proposal, tracking and segmentation (pts): A cascaded network for video object segmentation
Proposal, tracking and segmentation (pts): A cascaded network for video object segmentation
Qiang Zhou, Zilong Huang, Lichao Huang, Yongchao Gong, Han Shen, Chang Huang, Wenyu Liu, Xinggang Wang
arXiv preprint
High-resolution representations for labeling pixels and regions
High-resolution representations for labeling pixels and regions
Ke Sun, Yang Zhao, Borui Jiang, Tianheng Cheng, Bin Xiao, Dong Liu, Yadong Mu, Xinggang Wang, Wenyu Liu, Jingdong Wang
arXiv preprint
Reducing the dilution: An analysis of the information sensitiveness of capsule network with a practical solution
Reducing the dilution: An analysis of the information sensitiveness of capsule network with a practical solution
Zonglin Yang, Xinggang Wang
arXiv preprint
Renas: Reinforced evolutionary neural architecture search
Renas: Reinforced evolutionary neural architecture search
Yukang Chen, Gaofeng Meng, Qian Zhang, Shiming Xiang, Chang Huang, Lisen Mu, Xinggang Wang
CVPR 2019
Pose anchor: A single-stage hand keypoint detection network
Pose anchor: A single-stage hand keypoint detection network
Yuan Li, Xinggang Wang, Wenyu Liu, Bin Feng
IEEE Transactions on Circuits and Systems for Video Technology, 2020
Cascaded boundary network for high-quality temporal action proposal generation
Cascaded boundary network for high-quality temporal action proposal generation
Liang Xu, Xinggang Wang, Wenyu Liu, Bin Feng
IEEE Transactions on Circuits and Systems for Video Technology, 2020
Semantic image segmentation by scale-adaptive networks
Semantic image segmentation by scale-adaptive networks
Zilong Huang, Chunyu Wang, Xinggang Wang, Wenyu Liu, Jingdong Wang
TIP, 2020
DefectGAN: Weakly-supervised defect detection using generative adversarial network
DefectGAN: Weakly-supervised defect detection using generative adversarial network
Shuanlong Niu, Hui Lin, Tongzhi Niu, Bin Li, Xinggang Wang
2019 IEEE 15th international conference on automation science and engineering (CASE)
Weakly-and semi-supervised fast region-based CNN for object detection
Weakly-and semi-supervised fast region-based CNN for object detection
Xing-Gang Wang, Jia-Si Wang, Peng Tang, Wen-Yu Liu
Journal of Computer Science and Technology, 2019
Motion-guided spatial time attention for video object segmentation
Motion-guided spatial time attention for video object segmentation
Qiang Zhou, Zilong Huang, Lichao Huang, Yongchao Gong, Han Shen, Wenyu Liu, Xinggang Wang
ICCV 2019 Workshop
Bag similarity network for deep multi-instance learning
Bag similarity network for deep multi-instance learning
Xinggang Wang, Yongluan Yan, Peng Tang, Wenyu Liu, Xiaojie Guo
Information Sciences, 2019
Direct object recognition without line-of-sight using optical coherence
Direct object recognition without line-of-sight using optical coherence
Xin Lei, Liangyu He, Yixuan Tan, Ken Xingze Wang, Xinggang Wang, Yihan Du, Shanhui Fan, Zongfu Yu
CVPR 2019
Mask scoring r-cnn
Mask scoring r-cnn
Zhaojin Huang, Lichao Huang, Yongchao Gong, Chang Huang, Xinggang Wang
CVPR 2019
Detect or track: Towards cost-effective video object detection/tracking
Detect or track: Towards cost-effective video object detection/tracking
Hao Luo, Wenxuan Xie, Xinggang Wang, Wenjun Zeng
AAAI 2019
Object detection in videos by high quality object linking
Object detection in videos by high quality object linking
Peng Tang, Chunyu Wang, Xinggang Wang, Wenyu Liu, Wenjun Zeng, Jingdong Wang
TPAMI, 2019
Weakly supervised mitosis detection in breast histopathology images using concentric loss
Weakly supervised mitosis detection in breast histopathology images using concentric loss
Chao Li, Xinggang Wang, Wenyu Liu, Longin Jan Latecki, Bo Wang, Junzhou Huang
Medical image analysis, 2019
Automated defect inspection of LED chip using deep convolutional neural network
Automated defect inspection of LED chip using deep convolutional neural network
Hui Lin, Bin Li, Xinggang Wang, Yufeng Shu, Shuanglong Niu
Journal of Intelligent Manufacturing, 2019

2018

Pcl: Proposal cluster learning for weakly supervised object detection
Pcl: Proposal cluster learning for weakly supervised object detection
Peng Tang, Xinggang Wang, Song Bai, Wei Shen, Xiang Bai, Wenyu Liu, Alan Yuille
TPAMI, 2018
Deep FisherNet for image classification
Deep FisherNet for image classification
Peng Tang, Xinggang Wang, Baoguang Shi, Xiang Bai, Wenyu Liu, Zhuowen Tu
IEEE Transactions on Neural Networks and Learning Systems, 2019
A pytorch semantic segmentation toolbox
A pytorch semantic segmentation toolbox
Zilong Huang, Yunchao Wei, Xinggang Wang, Wenyu Liu
Deep attention network for joint hand gesture localization and recognition using static RGB-D images
Deep attention network for joint hand gesture localization and recognition using static RGB-D images
Yuan Li, Xinggang Wang, Wenyu Liu, Bin Feng
Information Sciences, 2018
Weakly-and semi-supervised faster r-cnn with curriculum learning
Weakly-and semi-supervised faster r-cnn with curriculum learning
Jiasi Wang, Xinggang Wang, Wenyu Liu
ICPR 2018
Deep multi-instance learning with dynamic pooling
Deep multi-instance learning with dynamic pooling
Yongluan Yan, Xinggang Wang, Xiaojie Guo, Jiemin Fang, Wenyu Liu, Junzhou Huang
ACML 2018
Aster: An attentional scene text recognizer with flexible rectification
Aster: An attentional scene text recognizer with flexible rectification
Baoguang Shi, Mingkun Yang, Xinggang Wang, Pengyuan Lyu, Cong Yao, Xiang Bai
TPAMI, 2018
Mancs: A multi-task attentional network with curriculum sampling for person re-identification
Mancs: A multi-task attentional network with curriculum sampling for person re-identification
Cheng Wang, Qian Zhang, Chang Huang, Wenyu Liu, Xinggang Wang
ECCV 2018
Weakly supervised region proposal network and object detection
Weakly supervised region proposal network and object detection
Peng Tang, Xinggang Wang, Angtian Wang, Yongluan Yan, Wenyu Liu, Junzhou Huang, Alan Yuille
ECCV 2018
Structured random forest for label distribution learning
Structured random forest for label distribution learning
Mengting Chen, Xinggang Wang, Bin Feng, Wenyu Liu
Neurocomputing, 2018
Weakly-supervised semantic segmentation network with deep seeded region growing
Weakly-supervised semantic segmentation network with deep seeded region growing
Zilong Huang, Xinggang Wang, Jiasi Wang, Wenyu Liu, Jingdong Wang
CVPR 2018
DeepMitosis: Mitosis detection via deep detection, verification and segmentation networks
DeepMitosis: Mitosis detection via deep detection, verification and segmentation networks
Chao Li, Xinggang Wang, Wenyu Liu, Longin Jan Latecki
Medical Image Analysis, 2018
Revisiting multiple instance neural networks
Revisiting multiple instance neural networks
Xinggang Wang, Yongluan Yan, Peng Tang, Xiang Bai, Wenyu Liu
Pattern Recognition, 2018

2017

Point linking network for object detection
Point linking network for object detection
Xinggang Wang, Kaibing Chen, Zilong Huang, Cong Yao, Wenyu Liu
arXiv preprint
Multiple instance detection network with online instance classifier refinement
Multiple instance detection network with online instance classifier refinement
Peng Tang, Xinggang Wang, Xiang Bai, Wenyu Liu
CVPR 2017
Neural features for pedestrian detection
Neural features for pedestrian detection
Chao Li, Xinggang Wang, Wenyu Liu
Neurocomputing, 2017
Searching for prostate cancer by fully automated magnetic resonance imaging classification: deep learning versus non-deep learning
Searching for prostate cancer by fully automated magnetic resonance imaging classification: deep learning versus non-deep learning
Xinggang Wang, Wei Yang, Jeffrey Weinreb, Juan Han, Qiubai Li, ..., Yongluan Yan, Zan Ke, Bo Luo, Tao Liu, Liang Wang
Scientific Reports, 2017
Joint classification loss and histogram loss for sketch-based image retrieval
Joint classification loss and histogram loss for sketch-based image retrieval
Yongluan Yan, Xinggang Wang, Xin Yang, Xiang Bai, Wenyu Liu
ICIG 2017
Object-level proposals
Object-level proposals
Jianxiang Ma, Anlong Ming, Zilong Huang, Xinggang Wang, Yu Zhou
ICCV 2017
Deep patch learning for weakly supervised object classification and discovery
Deep patch learning for weakly supervised object classification and discovery
Peng Tang, Xinggang Wang, Zilong Huang, Xiang Bai, Wenyu Liu
Pattern Recognition, 2017
Learning extremely shared middle-level image representation for scene classification
Learning extremely shared middle-level image representation for scene classification
Peng Tang, Jin Zhang, Xinggang Wang, Bin Feng, Fabio Roli, Wenyu Liu
Knowledge and Information Systems, 2017
Learning multi-instance deep discriminative patterns for image classification
Learning multi-instance deep discriminative patterns for image classification
Peng Tang, Xinggang Wang, Bin Feng, Wenyu Liu
TIP, 2017
Depth-projection-map-based bag of contour fragments for robust hand gesture recognition
Depth-projection-map-based bag of contour fragments for robust hand gesture recognition
Bin Feng, Fangzi He, Xinggang Wang, Yongjiang Wu, Hao Wang, Sihua Yi, Wenyu Liu
IEEE Transactions on Human-Machine Systems, 2017
Textboxes: A fast text detector with a single deep neural network
Textboxes: A fast text detector with a single deep neural network
Minghui Liao, Baoguang Shi, Xiang Bai, Xinggang Wang, Wenyu Liu
AAAI 2017

2016

OGB: A distinctive and efficient feature for mobile augmented reality
OGB: A distinctive and efficient feature for mobile augmented reality
Xin Yang, Xinggang Wang, Kwang-Ting Cheng
MMM 2016
Robust hand gesture recognition based on enhanced depth projection maps (eDPM)
Robust hand gesture recognition based on enhanced depth projection maps (eDPM)
Bin Feng, Huifen Luo, Yongjiang Wu, Xinggang Wang, Wenyu Liu
International Conference on Wireless Communications & Signal Processing (WCSP) 2016
Location-aware image classification
Location-aware image classification
Xinggang Wang, Xin Yang, Wenyu Liu, Chen Duan, Longin Jan Latecki
MMM 2016
Deep sketch feature for cross-domain image retrieval
Deep sketch feature for cross-domain image retrieval
Xinggang Wang, Xiong Duan, Xiang Bai
Neurocomputing, 2016
Individual adaptive metric learning for visual tracking
Individual adaptive metric learning for visual tracking
Sihua Yi, Nan Jiang, Xinggang Wang, Wenyu Liu
Neurocomputing, 2016
Online similarity learning for visual tracking
Online similarity learning for visual tracking
Sihua Yi, Nan Jiang, Bin Feng, Xinggang Wang, Wenyu Liu
Information Sciences, 2016
Traffic sign detection and recognition using fully convolutional network guided proposals
Traffic sign detection and recognition using fully convolutional network guided proposals
Yingying Zhu, Chengquan Zhang, Duoyou Zhou, Xinggang Wang, Xiang Bai, Wenyu Liu
Neurocomputing, 2016
Shape recognition by bag of skeleton-associated contour parts
Shape recognition by bag of skeleton-associated contour parts
Wei Shen, Yuan Jiang, Wenjing Gao, Dan Zeng, Xinggang Wang
Pattern Recognition Letters, 2016
Unsupervised local deep feature for image recognition
Unsupervised local deep feature for image recognition
Yang Wang, Xinggang Wang, Wenyu Liu
Information Sciences, 2016
Robust scene text recognition with automatic rectification
Robust scene text recognition with automatic rectification
Baoguang Shi, Xinggang Wang, Pengyuan Lyu, Cong Yao, Xiang Bai
CVPR 2016
Deep learning representation using autoencoder for 3D shape retrieval
Deep learning representation using autoencoder for 3D shape retrieval
Zhuotun Zhu, Xinggang Wang, Song Bai, Cong Yao, Xiang Bai
Neurocomputing, 2016

2015

Bag reference vector for multi-instance learning
Bag reference vector for multi-instance learning
Hanqiang Song, Zhuotun Zhu, Xinggang Wang
arXiv preprint
Fisher vector with weakly-supervised Gaussian dictionary for scene classification
Fisher vector with weakly-supervised Gaussian dictionary for scene classification
Peng Tang, Bin Feng, Xinggang Wang, Bi Li, Sihua Yi, Wenyu Liu
International Conference on Wireless Communications & Signal Processing (WCSP) 2015
Learning discriminative pattern for real-time car brand recognition
Learning discriminative pattern for real-time car brand recognition
Chuanping Hu, Xiang Bai, Li Qi, Xinggang Wang, Gengjian Xue, Lin Mei
IEEE Transactions on Intelligent Transportation Systems, 2015
Relaxed multiple-instance SVM with application to object discovery
Relaxed multiple-instance SVM with application to object discovery
Xinggang Wang, Zhuotun Zhu, Cong Yao, Xiang Bai
ICCV 2015
Beyond diffusion process: Neighbor set similarity for fast re-ranking
Beyond diffusion process: Neighbor set similarity for fast re-ranking
Xiang Bai, Song Bai, Xinggang Wang
Information Sciences, 2015
Deepcontour: A deep convolutional feature learned by positive-sharing loss for contour detection
Deepcontour: A deep convolutional feature learned by positive-sharing loss for contour detection
Wei Shen, Xinggang Wang, Yan Wang, Xiang Bai, Zhijiang Zhang
CVPR 2015
Multiple stage residual model for accurate image classification
Multiple stage residual model for accurate image classification
Song Bai, Xinggang Wang, Cong Yao, Xiang Bai
ACCV 2014

2014

Aggregating contour fragments for shape classification
Aggregating contour fragments for shape classification
Song Bai, Xinggang Wang, Xiang Bai
ICIP 2014
Shape recognition by combining contour and skeleton into a mid-level representation
Shape recognition by combining contour and skeleton into a mid-level representation
Wei Shen, Xinggang Wang, Cong Yao, Xiang Bai
CCPR 2014
Thermodynamic design of Stirling engine using multi-objective particle swarm optimization algorithm
Thermodynamic design of Stirling engine using multi-objective particle swarm optimization algorithm
Chen Duan, Xinggang Wang, Shuiming Shu, Changwei Jing, Huawei Chang
Energy Conversion and Management, 2014
Shape vocabulary: A robust and efficient shape representation for shape matching
Shape vocabulary: A robust and efficient shape representation for shape matching
Xiang Bai, Cong Rao, Xinggang Wang
TIP, 2014
Robust foreground detection using smoothness and arbitrariness constraints
Robust foreground detection using smoothness and arbitrariness constraints
Xiaojie Guo, Xinggang Wang, Liang Yang, Xiaochun Cao, Yi Ma
ECCV 2014
Scale-space sift flow
Scale-space sift flow
Weichao Qiu, Xinggang Wang, Xiang Bai, Alan Yuille, Zhuowen Tu
WACV 2014
Bag of contour fragments for robust shape classification
Bag of contour fragments for robust shape classification
Xinggang Wang, Bin Feng, Xiang Bai, Wenyu Liu, Longin Jan Latecki
Pattern Recognition, 2014
Robust subspace discovery via relaxed rank minimization
Robust subspace discovery via relaxed rank minimization
Xinggang Wang, Zhengdong Zhang, Yi Ma, Xiang Bai, Wenyu Liu, Zhuowen Tu
Neural Computation, 2014

2013

One-class multiple instance learning via robust PCA for common object discovery
One-class multiple instance learning via robust PCA for common object discovery
Xinggang Wang, Zhengdong Zhang, Yi Ma, Xiang Bai, Wenyu Liu, Zhuowen Tu
ACCV 2012
Traffic sign classification using two-layer image representation
Traffic sign classification using two-layer image representation
Yingying Zhu, Xinggang Wang, Cong Yao, Xiang Bai
ICIP 2013
Disagreement-based multi-system tracking
Disagreement-based multi-system tracking
Quannan Li, Xinggang Wang, Wei Wang, Yuan Jiang, Zhi-Hua Zhou, Zhuowen Tu
ACCV 2012 Workshops
Max-margin multiple-instance dictionary learning, 2013
Max-margin multiple-instance dictionary learning, 2013
Xinggang Wang, Baoyuan Wang, Xiang Bai, Wenyu Liu, Zhuowen Tu
ICML 2013

2012

Fan shape model for object detection
Fan shape model for object detection
Xinggang Wang, Xiang Bai, Tianyang Ma, Wenyu Liu, Longin Jan Latecki
CVPR 2012
Lung Image Classification using Locality-Constrained Linear Coding
Lung Image Classification using Locality-Constrained Linear Coding
Meng Yi, Tatyana Nuzhnaya, Vasileios Megalooikonomou, Xinggang Wang, Longin Jan Latecki, Mark Kohn, Robert Steiner
MICCAI Workshop
Adjacent coding for image classification
Adjacent coding for image classification
Yueming Wang, Xinggang Wang, Shaojun Zhu, Xiang Bai, Wenyu Liu
ICPR 2012

2011

Maximal cliques that satisfy hard constraints with application to deformable object model learning
Maximal cliques that satisfy hard constraints with application to deformable object model learning
Xinggang Wang, Xiang Bai, Xingwei Yang, Wenyu Liu, Longin Latecki
NeurIPS 2011
Feature context for image classification and object detection
Feature context for image classification and object detection
Xinggang Wang, Xiang Bai, Wenyu Liu, Longin Jan Latecki
CVPR 2011

2010

Co-transduction for shape retrieval
Co-transduction for shape retrieval
Xiang Bai, Bo Wang, Xinggang Wang, Wenyu Liu, Zhuowen Tu
ECCV 2010
Object recognition using junctions
Object recognition using junctions
Bo Wang, Xiang Bai, Xinggang Wang, Wenyu Liu, Zhuowen Tu
ECCV 2010

2009

Active skeleton for non-rigid object detection
Active skeleton for non-rigid object detection
Xiang Bai, Xinggang Wang, Longin Jan Latecki, Wenyu Liu, Zhuowen Tu
ICCV 2009