Publications Technical Reports Y. Xiong, Y. Zhao, L. Wang , D. Lin, and X. Tang L. Wang , S. Guo, W. Huang, and Y. Qiao L. Wang , Y. Xiong, Z. Wang, and Y. Qiao Journal Papers D. Du, L. Wang , Z. Li, G. Wu Cross-Modal Pyramid Translation for RGB-D Scene Recognition Journal extension of TRecgNet with pyramid translation extension. IJCV ), Volume 12, Issue 8, Pages 2309-2327, 2021. Paper ] [ Code ] Z. Ruan, C. Zou, L. Wu, G. Wu, and L. Wang SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Face Alignment and Reconstruction TIP ), Volume 30, Pages 5739-5806, 2021. Paper ] [ Code ] Y. Zheng, Z. Liu, Tong Lu, and L. Wang Dynamic Sampling Networks for Efficient Action Recognition in Videos A dynamic version of TSN for efficient action recognition TIP ), Volume 29, Pages 7970-7983, 2020. Paper ] [ BibTex ] Y. Zhao, Y. Xiong, L. Wang , Z. Wu, X. Tang, and D. Lin Temporal Action Detection with Structured Segment Networks Journal extension of SSN with more extensive study IJCV ), Volume 128, Issue 1, Pages 74-95, 2020. Paper ] [ BibTex ] [ Code ] L. Wang , Y. Xiong, Z. Wang, Y. Qiao, D. Lin, X. Tang, and L. Van Gool Temporal Segment Networks for Action Recognition in Videos More extensive study on TSN and adding performance of I3D+TSN on Kinetics TPAMI ), Volume 41, Issue 11, Pages 2740-2755, 2019. Paper ] [ BibTex ] [ Code ] B. Zhang, L. Wang , Z. Wang, Y. Qiao, and H. WangReal-Time Action Recognition with Deeply-Transferred Motion Vector CNNs TIP ), Volume 27, Issue 5, Pages 2326-2339, 2018.Paper ] [ BibTex ] [ Code ] L. Wang , Z. Wang, Y. Qiao, and L. Van GoolTransferring Deep Object and Scene Representations for Event Recognition in Still Images rank 1st place in cultural event recognition at ChaLearn LAP challenge CVPR 2015 IJCV ), Volume 126, Issue 2-4, Pages 390-409, 2018. Paper ] [ BibTex ] [ Code ] L. Wang , S. Guo, W, Huang, Y. Xiong, and Y. Qiao Knowledge Guided Disambiguation for Large-Scale Scene Classification with Multi-Resolution CNNs rank 1st place at LSUN challenge 2016 and 2nd place at Places challenge 2015 TIP ), Volume 26, Issue 4, Pages 2055-2068, 2017. Paper ] [ BibTex ] [ Code ] Z. Wang, L. Wang , Y. Wang, B. Zhang, and Y. Qiao Weakly Supervised PatchNets: Describing and Aggregating Local Patches for Scene Recognition TIP ), Volume 26, Issue 4, Pages 2018-2041, 2017. Paper ] [ BibTex ] [ Code ] S. Guo, W. Huang, L. Wang , and Y. QiaoLocally Supervised Deep Hybrid Model for Scene Recognition TIP ), Volume 26, Issue 2, Pages 808-820, 2017. Paper ] [ BibTex ] Z. Yuan, H. Wang, L. Wang , T. Lu, P. Shivakumara, and C. L. TanModeling Spatial Layout for Scene Image Understanding via a Novel Multiscale Sum-Product Network ESWA ), Volume 63, Pages 231-240, 2016. Paper ] [ BibTex ] X. Peng, L. Wang , X. Wang, and Y. Qiao Bag of Visual Words and Fusion Methods for Action Recognition: Comprehensive Study and Good Practice CVIU ), Volume 150, Pages 109-125, 2016. Paper ] [ BibTex ] L. Wang , Y. Qiao, and X. Tang MoFAP: A Multi-Level Representation for Action Recognition IJCV ), Volume 119, Issue 3, Pages 254-271, 2016. Paper ] [ BibTex ] L. Wang , Y. Qiao, and X. Tang Latent Hierarchical Model of Temporal Structure for Complex Activity Classification TIP ), Volume 23, Issue 2, Pages 810-822, 2014. Paper ] [ BibTex ] CVPR/ICCV/ECCV/ICLR Papers Y. Cui, C. Jiang, L. Wang , G. Wu MixFormer: End-to-End Tracking with Iterative Mixed Attention CVPR ), 2022 Paper ] [ Code ] Z. Gao, L. Wang , B. Han, S. Guo AdaMixer: A Simple and Accurate Query-based Object Detector CVPR ), 2022 Paper ] [ Code ] L. Zhao, L. Wang Decoupling Classification and Localization for Domain Adaptive Object Detection CVPR ), 2022 Paper ] [ Code ] Y. Teng, L. Wang Structured Sparse R-CNN for Direct Scene Graph Generation CVPR ), 2022 Paper ] [ Code ] J. Lin, H. Duan, K. Chen, D. Lin, L. Wang OCSampler: Compressing Videos to One Clip with Single-step Sampling CVPR ), 2022 Paper ] [ Code ] J. Tang, Z. Liu, C. Qian, W. Wu, L. Wang Progressive Attention on Multi-Level Dense Difference Maps for Generic Event Boundary Detection CVPR ), 2022 Paper ] [ Code ] S. Guo, Z. Xiong, Y. Zhong, L. Wang , X. Guo, B. Han, W. Huang Cross-Architecture Self-supervised Video Representation Learning CVPR ), 2022 Paper ] [ Code ] Y. Li, L. Chen, R. He, Z. Wang, G. Wu, L. Wang MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions ICCV ), 2021 A high-quality and fine-grained action detection benchmark Paper ] [ Data ] [ Code ] [ Challenge ] T. Li, L. Wang , G. WuSelf Supervision to Distillation for Long-Tailed Visual Recognition ICCV ), 2021 Paper ] [ Code (soon) ] Z. Gao, L. Wang , G. WuMutual Supervision for Dense Object Detection ICCV ), 2021 Paper ] [ Code (soon) ] Y. Teng, L. Wang , Z. Li, G. WuTarget Adaptive Context Aggregation for Video Scene Graph Generation ICCV ), 2021 Paper ] [ Code (soon) ] Z. Liu, L. Wang , W. Wu, C. Qian, T. Lu TAM: Temporal Adaptive Module for Video Recognition ICCV ), 2021 Paper ] [ Code ] J. Tan, J. Tang, L. Wang , G. Wu Relaxed Transformer Decoders for Direct Action Proposal Generation ICCV ), 2021 Paper ] [ Code ] Y. Zhi, Z. Tong, L. Wang , G. Wu MGSampler: An Explainable Sampling Strategy for Video Action Recognition ICCV ), 2021 Paper ] [ Code (soon) ] H. Zhang, Y. Tian, X. Zhou, W. Ouyang, Y. Liu, L. Wang , Z. Sun 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop oral presentation ) ICCV ), 2021 Paper ] [ Code ] T. Lu, L. Wang , G. Wu CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation CVPR ), 2021 Paper ] [ Code (soon) ] L. Wang , Z. Tong, B. Ji, G. Wu TDN: Temporal Difference Networks for Efficient Action Recognition CVPR ), 2021 Paper ] [ Code ] Z. Wang, Z. Gao, L. Wang , Z. Li, G. Wu Boundary-Aware Cascade Networks for Temporal Action Segmentation ECCV ), 2020 Paper ] [ Code ] J. Wu, Z. Kuang, L. Wang , W. Zhang, G. Wu Context-Aware RCNN: a Baseline for Action Detection in Videos ECCV ), 2020 Paper ] [ Code ] Y. Li, Z. Wang, L. Wang , G. Wu Actions as Moving Points ECCV ), 2020 Paper ] [ Code ] C. Gao, Q. Liu, Q. Xu, L. Wang , J. Liu, C. Zou SketchyCOCO: Image Generation from Freehand Scene Sketches oral presentation ) CVPR ), 2020 Paper ] [ Code ] Y. Li, B. Ji, X. Shi, J. Zhang, B. Kang, L. Wang TEA: Temporal Excitation and Aggregation for Action Recognition CVPR ), 2020 Paper ] [ Code ] S. Zhang, S. Guo, W. Huang, M. Scott, L. Wang V4D: 4D Convolutional Neural Networks for Video-Level Representation Learning ICLR ), 2020 Paper ] [ Code ] Z. Gao, L. Wang , and G. Wu LIP: Local Importance-based Pooling ICCV ), 2019. Paper ] [ BibTex ] [ Code ] J. Wu, L. Wang , L. Wang, J. Guo, and G. Wu Learning Actor Relation Graphs for Group Activity Recognition CVPR ), 2019. Paper ] [ BibTex ] [ Code ] D. Du, L. Wang , H. Wang, K. Zhao, G. Wu Translate-to-Recognize Networks for RGB-D Scene Recognition CVPR ), 2019. Paper ] [ BibTex ] [ Code ] [ Project Page ] J. Guo, Z. Zhou, and L. Wang Single Image Highlight Removal with a Sparse and Low-Rank Reflection Model ECCV ), 2018. Paper ] L. Wang , W. Li, W. Li, and L. Van Gool Appearance-and-Relation Networks for Video Classification CVPR ), 2018. Paper ] [ Code ] Y. Zhao, Y. Xiong, L. Wang , Z. Wu, X. Tang, and D. LinTemporal Action Detection with Structured Segment Networks ICCV ), 2017. Paper ] [ BibTex ] [ Project Page ] [ Code ] L. Wang , Y. Xiong, D. Lin, and L. Van Gool UntrimmedNets for Weakly Supervised Action Recognition and Detection CVPR ), 2017. Paper ] [ BibTex ] [ Poster ] [ Code ] J. Song, L. Wang , L. Van Gool, and O. Hilliges Thin-Slicing Network: A Deep Structural Model for Human Pose Estimation in Videos oral presentation ) CVPR ), 2017. Paper ] [ BibTex ] [ Project Page ] L. Wang , Y. Xiong, Z. Wang, Y. Qiao, D. Lin, X. Tang, and L. Van Gool Temporal Segment Networks: Towards Good Practices for Deep Action Recognition ECCV ), 2016. major contribution to the winner solution of ActivityNet challenge 2016 Paper ] [ BibTex ] [ Poster ] [ Code ] L. Wang , Y. Qiao, X. Tang, and L. Van Gool Actionness Estimation Using Hybrid Fully Convolutional Networks CVPR ), 2016. Paper ] [ BibTex ] [ Poster ] [ Project Page ] [ Code ] B. Zhang, L. Wang , Z. Wang, Y. Qiao, and H. Wang Real-time Action Recognition with Enhanced Motion Vector CNNs CVPR ), 2016. Paper ] [ BibTex ] [ Poster ] [ Project Page ] [ Code ] L. Wang , Y. Qiao, and X. Tang Action Recognition with Trajectory-Pooled Deep-Convolutional Descriptors CVPR ), 2015. Paper ] [ BibTex ] [ Poster ] [ Extended Abstract ] [ Project Page ] [ Code ] L. Wang , Y. Qiao, and X. Tang Video Action Detection with Relational Dynamic-Poselets ECCV ), 2014. Paper ] [ BibTex ] [ Poster ] [ Spotlight ] [ Code ] Z. Cai, L. Wang , X. Peng, and Y. Qiao Multi-View Super Vector for Action Recognition oral presentation ) CVPR ), 2014. Paper ] [ BibTex ] [ Video Spotlight ] [ Oral Presentation ] [ Poster ] [ Supplement ] [ Code ] X. Peng*, L. Wang *, Y. Qiao, and Q. Peng (* indicates equal contribution)Boosting VLAD with Supervised Dictionary Learning and High-Order Statistics ECCV ), 2014. Paper ] [ BibTex ] L. Wang , Y. Qiao, and X. Tang Mining Motion Atoms and Phrases for Complex Action Recognition ICCV ), 2013. Paper ] [ BibTex ] [ Poster ] [ Spotlight ] [ Project Page ] L. Wang , Y. Qiao, and X. Tang Motionlets: Mid-Level 3D Parts for Human Motion Recognition CVPR ), 2013. Paper ] [ BibTex ] [ Poster ] [ Spotlight ] [ Project Page ] Other Conference Papers G. Chen, Y. Zhen, L. Wang , and T. Lu DCAN: Improving Temporal Action Detection via Dual Context Aggregation AAAI ), 2022 Paper ] [ Code ] Z. Wang, L. Wang , T. Wu, T. Li, and G. Wu Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding AAAI ), 2022 Paper ] [ Code ] Z. Zhu, L. Wang , S. Guo, and G. WuA Closer Look at Few-Shot Video Classification: A New Baseline and Benchmark BMVC ), 2021. Paper ] [ Code ] Z. Liu, D. Luo, Y. Wang, L. Wang , Y. Tai, C. Wang, J. Li, F. Huang, T. Lu TEINet: Towards an Efficient Architecture for Video Recognition AAAI ), 2020 Paper ] [ BibTex ] S. Zhang, S. Guo, L. Wang , W. Huang, M. Scott Knowledge Integration Networks for Action Recognition AAAI ), 2020 Paper ] [ BibTex ] Y. Li, W. Lin, T. Wang, J. See, R. Qian, N. Xu, L. Wang , S. Xu Finding Action Tubes with a Sparse-to-Dense Framework AAAI ), 2020 Paper ] [ BibTex ] Y. Yao, Z. Sun, F. Shen, L. Liu, L. Wang , F. Zhu, L. Ding, G. Wu, L. Shao Dynamically Visual Disambiguation of Keyword-based Image Search IJCAI ), 2019 Paper ] [ BibTex ] D. He, Z. Zhou, C. Gan, F. Li, X. Liu, Y. Li, L. Wang , S. Wen StNet: Local and Global Spatial-Temporal Modeling for Action Recognition AAAI ), 2019 Paper ] [ BibTex ] Z. Wang, X. Liu, L. Chen, L. Wang , Y. Qiao, X. Xie, and C. FowlkesStructed Triplets Learning with Pos-tag Guided Attention for Visual Question Answering WACV ), 2018. Paper ] [ BibTex ] Y. Wang, J. Song, L. Wang , L. Van Gool, and O. HilligesTwo-Stream SR-CNNs for Action Recognition in Videos BMVC ), 2016. Paper ] [ BibTex ] Z. Wang, Y. Wang, L. Wang , and Y. Qiao Codebook Enhancement of VLAD Representation for Visual Recognition ICASSP ), 2016. Paper ] [ BibTex ] X. Peng, L. Wang , Y. Qiao, and Q. Peng A Joint Evaluation of Dictionary Learning and Feature Encoding for Action Recognition ICPR ), 2014. Paper ] [ BibTex ] X. Wang, L. Wang , and Y. Qiao A Comparative Study of Encoding, Pooling and Normalization Methods for Action Recognition ACCV ), 2012. Paper ] [ BibTex ] [ Poster ] [ Spotlight ] L. Wang , Y. Wu, T. Lu, and K. Chen Multiclass Object Detection by Combining Local Appearances and Context ACM MM ), 2011. Paper ] [ BibTex ] L. Wang , Y. Wu, Z. Tian, Z. Sun, and T. Lu A Novel Approach for Robust Surveillance Video Content Abstraction PCM ), 2010. Paper ] [ BibTex ] Workshop and Notebook Papers Y. Xiong, L. Wang , Z. Wang, B. Zhang, H. Song, W. Li, D. Lin, Y. Qiao, L. Van Gool, and X. Tang rank 1st place ) CVPR , 2016. Paper ] [ BibTex] [ Presentation ] L. Wang , Z. Wang, S. Guo, and Y. Qiao LAP ) Challenge, ICCV , 2015. Paper ] [ BibTex ] [ Presentation ] [ Project Page ] L. Wang , Z. Wang, Y. Xiong, and Y. Qiao THUMOS'15 Action Recognition Challenge, CVPR , 2015. Paper ] [ BibTex ] [ Presentation ] L. Wang , Z. Wang, W. Du, and Y. Qiao rank 1st place )LAP ) Challenge, CVPR , 2015. Paper ] [ BibTex ] [ Presentation ] [ Project Page ] Z. Wang, L. Wang , W. Du, and Y. Qiao rank 1st place ) LAP ) Challenge, CVPR , 2015. Paper ] [ BibTex ] [ Presentation ] L. Wang , Y. Qiao, and X. Tang THUMOS'14 Action Recognition Challenge, ECCV , 2014. Paper ] [ BibTex ] [ Presentation ] X. Peng, L. Wang , Z. Cai, and Y. Qiao rank 1st place ) LAP ) Challenge, ECCV , 2014. Paper ] [ BibTex ] [ Presentation ] X. Peng, L. Wang , Z. Cai, and Y. Qiao, THUMOS'13 Action Recognition Challenge, ICCV , 2013. Paper ] [ BibTex ] 