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Hao Li

College of Informatics, Huazhong Agricultural University

Spatiotemporal Entropy Model is All You Need for Learned Video Compression


Apr 13, 2021
Zhenhong Sun, Zhiyu Tan, Xiuyu Sun, Fangyi Zhang, Dongyang Li, Yichen Qian, Hao Li


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A Theoretical Analysis of Learning with Noisily Labeled Data


Apr 08, 2021
Yi Xu, Qi Qian, Hao Li, Rong Jin


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Equivariant Point Network for 3D Point Cloud Analysis


Apr 02, 2021
Haiwei Chen, Shichen Liu, Weikai Chen, Hao Li

* 10 pages, to be published in CVPR2021 

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Augmented Transformer with Adaptive Graph for Temporal Action Proposal Generation


Mar 30, 2021
Shuning Chang, Pichao Wang, Fan Wang, Hao Li, Jiashi Feng

* 12 pagess, 4 figures 

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MogFace: Rethinking Scale Augmentation on the Face Detector


Mar 29, 2021
Yang Liu, Fei Wang, Baigui Sun, Hao Li


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Guided Training: A Simple Method for Single-channel Speaker Separation


Mar 26, 2021
Hao Li, Xueliang Zhang, Guanglai Gao

* 5 pages 

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AutoLoss-Zero: Searching Loss Functions from Scratch for Generic Tasks


Mar 25, 2021
Hao Li, Tianwen Fu, Jifeng Dai, Hongsheng Li, Gao Huang, Xizhou Zhu


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PlenOctrees for Real-time Rendering of Neural Radiance Fields


Mar 25, 2021
Alex Yu, Ruilong Li, Matthew Tancik, Hao Li, Ren Ng, Angjoo Kanazawa


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Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework


Mar 21, 2021
Qiang Zhou, Chaohui Yu, Zhibin Wang, Qi Qian, Hao Li


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Object Detection Made Simpler by Eliminating Heuristic NMS


Feb 25, 2021
Qiang Zhou, Chaohui Yu, Chunhua Shen, Zhibin Wang, Hao Li

* 11 pages. Code is available at: https://git.io/PSS 

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TransReID: Transformer-based Object Re-Identification


Feb 08, 2021
Shuting He, Hao Luo, Pichao Wang, Fan Wang, Hao Li, Wei Jiang


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Robust Representation Learning with Feedback for Single Image Deraining


Feb 03, 2021
Chenghao Chen, Hao Li


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Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition


Feb 01, 2021
Ming Lin, Pichao Wang, Zhenhong Sun, Hesen Chen, Xiuyu Sun, Qi Qian, Hao Li, Rong Jin


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1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking


Feb 01, 2021
Fei Du, Bo Xu, Jiasheng Tang, Yuqi Zhang, Fan Wang, Hao Li


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Edge, Structure and Texture Refinement for Retrospective High Quality MRI Restoration using Deep Learning


Jan 30, 2021
Hao Li, Jianan Liu

* 18 pages, 10 figures 

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A linearized framework and a new benchmark for model selection for fine-tuning


Jan 29, 2021
Aditya Deshpande, Alessandro Achille, Avinash Ravichandran, Hao Li, Luca Zancato, Charless Fowlkes, Rahul Bhotika, Stefano Soatto, Pietro Perona

* 14 pages 

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AsymptoticNG: A regularized natural gradient optimization algorithm with look-ahead strategy


Jan 16, 2021
Zedong Tang, Fenlong Jiang, Junke Song, Maoguo Gong, Hao Li, Fan Yu, Zidong Wang, Min Wang

* 9 pages, 4 figures 

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1st Place Solution to VisDA-2020: Bias Elimination for Domain Adaptive Pedestrian Re-identification


Dec 25, 2020
Jianyang Gu, Hao Luo, Weihua Chen, Yiqi Jiang, Yuqi Zhang, Shuting He, Fan Wang, Hao Li, Wei Jiang

* 1st place solution to VisDA-2020 Challenge (ECCVW 2020). The source code and trained models can be obtained at https://github.com/vimar-gu/Bias-Eliminate-DA-ReID 

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Blurring Fools the Network -- Adversarial Attacks by Feature Peak Suppression and Gaussian Blurring


Dec 21, 2020
Chenchen Zhao, Hao Li

* 7 pages, 12 figures 

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Amplifying the Anterior-Posterior Difference via Data Enhancement -- A More Robust Deep Monocular Orientation Estimation Solution


Dec 21, 2020
Chenchen Zhao, Hao Li

* 7 pages, 10 figures 

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Exploiting Vulnerability of Pooling in Convolutional Neural Networks by Strict Layer-Output Manipulation for Adversarial Attacks


Dec 21, 2020
Chenchen Zhao, Hao Li

* 7 pages, 6 figures 

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AU-Guided Unsupervised Domain Adaptive Facial Expression Recognition


Dec 18, 2020
Kai Wang, Yuxin Gu, Xiaojiang Peng, Baigui Sun, Hao Li

* This is a very simple CD-FER framework 

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An Event Correlation Filtering Method for Fake News Detection


Dec 13, 2020
Hao Li, Huan Wang, Guanghua Liu

* 24 pages, 5 figures, 3 tables 

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Hierarchical Semantic Aggregation for Contrastive Representation Learning


Dec 04, 2020
Haohang Xu, Xiaopeng Zhang, Hao Li, Lingxi Xie, Hongkai Xiong, Qi Tian


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Heterogeneous Contrastive Learning: Encoding Spatial Information for Compact Visual Representations


Nov 19, 2020
Xinyue Huo, Lingxi Xie, Longhui Wei, Xiaopeng Zhang, Hao Li, Zijie Yang, Wengang Zhou, Houqiang Li, Qi Tian

* 10 pages, 4 figures, 6 tables 

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