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HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning


Oct 08, 2021
Shiming Chen, Guo-Sen Xie, Yang Liu, Qinmu Peng, Baigui Sun, Hao Li, Xinge You, Ling Shao

* Accepted by NeurIPS 2021 

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Topologically Consistent Multi-View Face Inference Using Volumetric Sampling


Oct 06, 2021
Tianye Li, Shichen Liu, Timo Bolkart, Jiayi Liu, Hao Li, Yajie Zhao

* International Conference on Computer Vision (ICCV) 

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Unsupervised Cross-Modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble


Sep 24, 2021
Hao Li, Dewei Hu, Qibang Zhu, Kathleen E. Larson, Huahong Zhang, Ipek Oguz


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Interpolation variable rate image compression


Sep 20, 2021
Zhenhong Sun, Zhiyu Tan, Xiuyu Sun, Fangyi Zhang, Yichen Qian, Dongyang Li, Hao Li


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DisUnknown: Distilling Unknown Factors for Disentanglement Learning


Sep 16, 2021
Sitao Xiang, Yuming Gu, Pengda Xiang, Menglei Chai, Hao Li, Yajie Zhao, Mingming He

* Accepted for publication at ICCV 2021. Videos, demos and updates will be published at project website: https://stormraiser.github.io/disunknown/ 

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CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation


Sep 13, 2021
Tongkun Xu, Weihua Chen, Pichao Wang, Fan Wang, Hao Li, Rong Jin


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Scaled ReLU Matters for Training Vision Transformers


Sep 08, 2021
Pichao Wang, Xue Wang, Hao Luo, Jingkai Zhou, Zhipeng Zhou, Fan Wang, Hao Li, Rong Jin


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Digging into Uncertainty in Self-supervised Multi-view Stereo


Sep 08, 2021
Hongbin Xu, Zhipeng Zhou, Yali Wang, Wenxiong Kang, Baigui Sun, Hao Li, Yu Qiao

* This paper is accepted by ICCV-21 as a poster presentation 

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Dash: Semi-Supervised Learning with Dynamic Thresholding


Sep 01, 2021
Yi Xu, Lei Shang, Jinxing Ye, Qi Qian, Yu-Feng Li, Baigui Sun, Hao Li, Rong Jin

* ICML 2021 

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Exploring the Quality of GAN Generated Images for Person Re-Identification


Aug 23, 2021
Yiqi Jiang, Weihua Chen, Xiuyu Sun, Xiaoyu Shi, Fan Wang, Hao Li

* 10 pages, 4 figures 

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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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