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PUBLICATIONS (Google Scholar Page)

  • Sravan Chittupalli, Jun Liu, and Dong Huang, Mono Wi-Fi Scene (standalone video), ICRA, 2024.

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  • Haoye Dong, Jun Liu, Dong Huang, Universal Monocular 3D Human Recovery Engine (standalone video), ICRA, 2024.

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  • Haoye Dong, Jun Liu, Dong Huang, DF-VTON: Dense Flow Guided Virtual Try-On Network, ICASSP, 2024.

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  • Haoye Dong, Tiange Xiang, Sravan Chittupalli, Jun Liu and Dong Huang, Physical-Space Multi-Body Mesh Detection Achieved by Local Alignment and Global Dense Learning, WACV, 2024.

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  • H Li, H Dong, H Jia, D Huang, MC Kampffmeyer, L Lin and X Liang, Coordinate Transformer: Achieving Single-stage Multi-person Mesh Recovery from Videos, ICCV,2023.

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  • Jinqi Luo, Z. Wang, CH. Wu, Dong Huang and Fernando De la Torre, Zero-shot model diagnosis, CVPR, 2023.

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  • Jiaqi Geng, Dong Huang and Fernando De la Torre, Densepose from WiFi,  arXiv:2301.00250, 2022.

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  • Huajun Liu, Fuqiang Liu, Xinyi Fan and Dong Huang, Polarized Self-Attention: Towards High-quality Pixel-wise Mapping, Neurocomputing, 2022.

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  • Zeyi Huang, Haohan Wang, Dong Huang, Yong Jae Lee and Eric P. Xing, The Two Dimensions of Worst-case Training and Their Integrated Effect for Out-of-domain Generalization, CVPR, 2022.

 

  • Zechun Liu, Kwang-Ting Cheng, Dong Huang, Eric Xing and Zhiqiang Shen, Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation, CVPR, 2022.

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  • Shizhe Chen and Dong Huang, Elaborative Rehearsal for Zero-shot Action Recognition, International Conference on Computer Vision (ICCV), 2021. Codes, Ranking.

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  • Jianwei Feng and Dong Huang, Optimal Gradient Checkpoint Search for Arbitrary Computation Graphs, IEEE Conference on Computer Vision and Pattern Recognition(CVPR), Oral, 2021. Arxiv PDF, Codes.

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  • Zeyi Huang, Yang Zou, Vijayakumar Bhagavatula, Dong Huang, Comprehensive Attention Self-Distillationfor Weakly-Supervised Object Detection, Neural Information Processing Systems(NeurIPS), 2020.  Arxiv PDF, Codes, Ranking. 

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  • Zeyi Huang, HaohanWang, Eric Xing, Dong Huang, Self-Challenging Improves Cross-Domain Generalization, European Conference on Computer Vision(ECCV), Oral (top 2%), 2020. PDF, Codes, Ranking.

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  • Sanping Zhou, Jinjun Wang, Le Wang, Jimuyang Zhang, Fei Wang, Dong Huang and Nanning Zheng, Hierarchical and Interactive Refinement Network for Edge-Preserving Salient Object Detection​, IEEE Transactions on Image Processing(TIP), vol 30, page 1-14, 2020. IEEEXplore, PDF. 

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  • Sanping Zhou, Jinjun Wang, Jimuyang Zhang, Le Wang, Dong Huang, Shaoyi Du and Nanning Zheng, Hierarchical U-Shape Attention Network for Salient Object Detection, IEEE Transactions on Image Processing(TIP), vol 29,  8417-8428, 2020. IEEEXplore, Codes. 

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  • Jimuyang Zhang, Sanping Zhou, Xin Chang, FangbinWan, JinjunWang, YangWu, Dong Huang, Multiple Object Tracking by Flowing and Fusing, arXiv:2001.11180 , Dec. 2019.

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  • Zeyi Huang, Wei Ke, Dong Huang, Improving Object Detection with Inverted Attention, IEEE Winter Conference on Applications of Computer Vision (WACV), PDF, 2020. Codes.

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  • Fei Wang, Sanping Zhou, Stanislav Panev, Jinsong Han and Dong Huang, Person-in-WiFi: Fine-grained Person Perception using WiFi, International Conference on Computer Vision (ICCV), PDF, DataCollectionCodes, CSI-Tool, Data(please email),  arXiv:1904.00276, 2019.

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  • Jimuyang Zhang, Sanping Zhou, Jinjun Wang, Dong Huang, Frame-wise Motion and Appearance for Real-time Multiple Object Tracking, arXiv:1905.02292, 2019.

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  • ​Fei Wang, Yunpeng Song, Jimuyang Zhang, Jinsong Han, Dong Huang, Temporal Unet: Sample Level Human Action Recognition using WiFi, arXiv:1904.11953, 2019. Codes

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  • Fei Wang, Stanislav Panev, Ziyi Dai, Jinsong Han, Dong Huang, Can WiFi Estimate Person Pose?, arXiv:1904.00277, 2019. 

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  • Sanping Zhou, Jinjun Wang, Fei Wang, Dong Huang, SE2Net: Siamese Edge-Enhancement Network for Salient Object Detection, arXiv:1904.00048, 2019.

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  • Jia Chen, Jiang Liu, Junwei Liang, Ting-Yao Hu, Wei Ke, Wayner Barrios,Dong Huang and Alexander G Hauptmann, Minding the Gaps in a Video Action Analysis Pipeline, IEEE Winter Applications of Computer Vision Workshops (WACVW), 2019.

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  • Jianwei Feng, Dong Huang, Cutting Down Training Memory by Re-fowarding, arXiv:1808.00079, 2019.

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  • Fei Wang, Jinsong Han, Shiyuan Zhang, Xu He, Dong Huang, CSI-Net: Unified Human Body Characterization and Action Recognition, arXiv:1810.03064, 2018.

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  • Dingwen Zhang, Guangyu Guo, Dong Huang, Junwei Han, PoseFlow: A Deep Motion Representation for Understanding Human Behaviors in Videos, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), PDF, 2018

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  • Dong Huang, L. Han and F. De la Torre, Soft-Margin Mixture of Regression, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017

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  • Y. Yang, D. Zhang, Dong Huang and F. De la Torre, Learning Category-Specific 3D Shape Models from Weakly Labeled 2D Images, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017

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  • Dong Huang, R. Silveira and F. De la Torre, Robust Regression, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 38(2): 363-375, 2016

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  • Dong Huang, S. Yao, Y. Wang and F. De la Torre, Sequential Max-Margin Event Detectors, European Conference on Computer Vision (ECCV), 2014

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  • Y. Zhu, Dong Huang, S. Lucey and F. De la Torre, Complex Non-Rigid Motion 3D Reconstruction by Union of Subspaces, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014

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  • Dong Huang and F. De la Torre, Facial Action Transfer with Personalized Bilinear Regression, European Conference on Computer Vision (ECCV), 2012

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  • Dong Huang, R. Silveira and F. De la Torre, Robust Regression, European Conference on Computer Vision (ECCV), 2012

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  • Dong Huang, M. Storer, F. De la Torre and H. Bischof, Supervised Local Subspace Learning for Continuous Head Pose Estimation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011

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  • Dong Huang, Y. Tian and F. De la Torre, Local Isomorphism to Solve the Pre-image Problem in Kernel Methods, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011

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  • Dong Huang, K. Meyers, S. Henry, F. De la Torre and C. C. Horn, Computerized Detection and Analysis of Cancer Chemotherapy-induced Emesis in a Small Animal Model, Musk Shrew, Journal of Neuroscience Methods, 50(1693-1711), 2010

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  • Dong Huang and Fernando De la Torre, Bilinear Kernel Reduced Rank Regression for Facial Expression Synthesis, European Conference on Computer Vision, (Oral), 2010

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  • Dong Huang, Zhang Yi and Xiaorong Pu, Manifold Based Learning and Synthesis, IEEE Transactions on Systems, Man and Cybernetics - Part B, regular paper, 39(3):529-606, 2009

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  • Dong Huang, Zhang Yi and Xiaorong Pu, A New Local PCA SOM Algorithm, Neurocomputing , 71:3544-3552. 2008

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  • Dong Huang and Zhang Yi, Shape Recovery by A Generalized Topology Preserving SOM, Neurocomputing , 72: 573-580, 2008

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  • Dong Huang and Zhang Yi, A New Incremental PCA Algorithm With Application to Visual Learning, Neural Processing Letters, 30(171-185), 2009

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  • Dong Huang, Zhang Yi and Xiaorong Pu, Manifold Learning With Local Geometry Preserving and Global Affine Transformation. IEEE International Conferences on Cybernetics & Intelligent Systems (CIS) and Robotics, Automation & Mechatronics (RAM) (CIS-RAM 2008), 1178-1192, 2008

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  • Dong Huang and Xiaorong Pu, A Kernel View of Manifold Analysis for Face Images. IEEE International Conference on Intelligent System and Knowledge Engineering (ISKE2008), 650-655, 2008

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