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Fine-Grained AutoAugmentation for Multi-Label Classification


Jul 13, 2021
Ya Wang, Hesen Chen, Fangyi Zhang, Yaohua Wang, Xiuyu Sun, Ming Lin, Hao Li


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A Cloud-Edge-Terminal Collaborative System for Temperature Measurement in COVID-19 Prevention


Jul 11, 2021
Zheyi Ma, Hao Li, Wen Fang, Qingwen Liu, Bin Zhou, Zhiyong Bu

* 6 pages, 8 figures, INFOCOMW ICCN 2021 

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LIFE: A Generalizable Autodidactic Pipeline for 3D OCT-A Vessel Segmentation


Jul 09, 2021
Dewei Hu, Can Cui, Hao Li, Kathleen E. Larson, Yuankai K. Tao, Ipek Oguz

* Accepted by International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2021 

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Graph Convolution for Re-ranking in Person Re-identification


Jul 05, 2021
Yuqi Zhang, Qian Qi, Chong Liu, Weihua Chen, Fan Wang, Hao Li, Rong Jin


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Align Yourself: Self-supervised Pre-training for Fine-grained Recognition via Saliency Alignment


Jun 30, 2021
Di Wu, Siyuan Li, Zelin Zang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li


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Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement


Jun 21, 2021
Huiwen Luo, Koki Nagano, Han-Wei Kung, Mclean Goldwhite, Qingguo Xu, Zejian Wang, Lingyu Wei, Liwen Hu, Hao Li

* Accepted to CVPR 2021 

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Task-Generic Hierarchical Human Motion Prior using VAEs


Jun 07, 2021
Jiaman Li, Ruben Villegas, Duygu Ceylan, Jimei Yang, Zhengfei Kuang, Hao Li, Yajie Zhao


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An Efficient Training Approach for Very Large Scale Face Recognition


Jun 04, 2021
Kai Wang, Shuo Wang, Zhipeng Zhou, Xiaobo Wang, Xiaojiang Peng, Baigui Sun, Hao Li, Yang You

* This is a very effcient framework for ultra-large-scale classification tasks. Our code is available at https://github.com/tiandunx/FFC. We will keep updating! 

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KVT: k-NN Attention for Boosting Vision Transformers


May 28, 2021
Pichao Wang, Xue Wang, Fan Wang, Ming Lin, Shuning Chang, Wen Xie, Hao Li, Rong Jin


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Unsupervised Visual Representation Learning by Online Constrained K-Means


May 24, 2021
Qi Qian, Yuanhong Xu, Juhua Hu, Hao Li, Rong Jin


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An Empirical Study of Vehicle Re-Identification on the AI City Challenge


May 20, 2021
Hao Luo, Weihua Chen, Xianzhe Xu, Jianyang Gu, Yuqi Zhang, Chong Liu, Yiqi Jiang, Shuting He, Fan Wang, Hao Li

* CVPR 2021 AI CITY CHALLENGE City-Scale Multi-Camera Vehicle Re-Identification Top 1. arXiv admin note: text overlap with arXiv:2004.10547 

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Importance Weighted Adversarial Discriminative Transfer for Anomaly Detection


May 19, 2021
Cangning Fan, Fangyi Zhang, Peng Liu, Xiuyu Sun, Hao Li, Ting Xiao, Wei Zhao, Xianglong Tang


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Maximizing Mutual Information Across Feature and Topology Views for Learning Graph Representations


May 14, 2021
Xiaolong Fan, Maoguo Gong, Yue Wu, Hao Li


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City-Scale Multi-Camera Vehicle Tracking Guided by Crossroad Zones


May 14, 2021
Chong Liu, Yuqi Zhang, Hao Luo, Jiasheng Tang, Weihua Chen, Xianzhe Xu, Fan Wang, Hao Li, Yi-Dong Shen

* CVPR 2021 AI CITY CHALLENGE City-Scale Multi-Camera Vehicle Tracking Top 1 

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Why Does Multi-Epoch Training Help?


May 13, 2021
Yi Xu, Qi Qian, Hao Li, Rong Jin


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DBNet: A Dual-branch Network Architecture Processing on Spectrum and Waveform for Single-channel Speech Enhancement


May 06, 2021
Kanghao Zhang, Shulin He, Hao Li, Xueliang Zhang

* 5 pages 

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Learning to Cluster Faces via Transformer


Apr 23, 2021
Jinxing Ye, Xioajiang Peng, Baigui Sun, Kai Wang, Xiuyu Sun, Hao Li, Hanqing Wu

* Face Transformer 

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A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation


Apr 19, 2021
Jianlong Yuan, Yifan Liu, Chunhua Shen, Zhibin Wang, Hao Li

* 11 pages. Fixed typos 

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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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