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Deep Long-Tailed Learning: A Survey


Oct 09, 2021
Yifan Zhang, Bingyi Kang, Bryan Hooi, Shuicheng Yan, Jiashi Feng


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PnP-DETR: Towards Efficient Visual Analysis with Transformers


Sep 16, 2021
Tao Wang, Li Yuan, Yunpeng Chen, Jiashi Feng, Shuicheng Yan

* accepted by ICCV 2021 

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VOLO: Vision Outlooker for Visual Recognition


Jun 28, 2021
Li Yuan, Qibin Hou, Zihang Jiang, Jiashi Feng, Shuicheng Yan

* code: https://github.com/sail-sg/volo 

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Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition


Jun 23, 2021
Qibin Hou, Zihang Jiang, Li Yuan, Ming-Ming Cheng, Shuicheng Yan, Jiashi Feng

* 9 pages 

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PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal


May 26, 2021
Si Liu, Wentao Jiang, Chen Gao, Ran He, Jiashi Feng, Bo Li, Shuicheng Yan

* Accepted by TPAMI 2021 

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Human-centric Relation Segmentation: Dataset and Solution


May 25, 2021
Si Liu, Zitian Wang, Yulu Gao, Lejian Ren, Yue Liao, Guanghui Ren, Bo Li, Shuicheng Yan

* Accepted by TPAMI 2021 

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Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet


Jan 28, 2021
Li Yuan, Yunpeng Chen, Tao Wang, Weihao Yu, Yujun Shi, Francis EH Tay, Jiashi Feng, Shuicheng Yan

* codes: https://github.com/yitu-opensource/T2T-ViT 

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ORDNet: Capturing Omni-Range Dependencies for Scene Parsing


Jan 11, 2021
Shaofei Huang, Si Liu, Tianrui Hui, Jizhong Han, Bo Li, Jiashi Feng, Shuicheng Yan

* IEEE Transactions on Image Processing, 2020, 29: 8251-8263 
* Published at TIP 

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ProxylessKD: Direct Knowledge Distillation with Inherited Classifier for Face Recognition


Oct 31, 2020
Weidong Shi, Guanghui Ren, Yunpeng Chen, Shuicheng Yan

* 10pages, 3figures 

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Towards Accurate Human Pose Estimation in Videos of Crowded Scenes


Oct 21, 2020
Li Yuan, Shuning Chang, Xuecheng Nie, Ziyuan Huang, Yichen Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan

* 2nd Place in ACM Multimedia Grand Challenge: Human in Events, Track2: Crowd Pose Estimation in Complex Events. ACM Multimedia 2020. arXiv admin note: substantial text overlap with arXiv:2010.08365, arXiv:2010.10007 

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A Simple Baseline for Pose Tracking in Videos of Crowded Scenes


Oct 21, 2020
Li Yuan, Shuning Chang, Ziyuan Huang, Yichen Zhou, Yunpeng Chen, Xuecheng Nie, Francis E. H. Tay, Jiashi Feng, Shuicheng Yan

* 2nd Place in ACM Multimedia Grand Challenge: Human in Events, Track3: Crowd Pose Tracking in Complex Events. ACM Multimedia 2020. arXiv admin note: substantial text overlap with arXiv:2010.08365, arXiv:2010.10008 

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Toward Accurate Person-level Action Recognition in Videos of Crowded Scenes


Oct 16, 2020
Li Yuan, Yichen Zhou, Shuning Chang, Ziyuan Huang, Yunpeng Chen, Xuecheng Nie, Tao Wang, Jiashi Feng, Shuicheng Yan

* ACM Multimedia 2020 
* 1'st Place in ACM Multimedia Grand Challenge: Human in Events, Track4: Person-level Action Recognition in Complex Events 

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Dual-constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior


Sep 08, 2020
Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang


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Learning Target Domain Specific Classifier for Partial Domain Adaptation


Aug 25, 2020
Chuan-Xian Ren, Pengfei Ge, Peiyi Yang, Shuicheng Yan


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Dual Adversarial Auto-Encoders for Clustering


Aug 23, 2020
Pengfei Ge, Chuan-Xian Ren, Jiashi Feng, Shuicheng Yan


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ConvBERT: Improving BERT with Span-based Dynamic Convolution


Aug 06, 2020
Zihang Jiang, Weihao Yu, Daquan Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan

* 16 pages 

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A Survey on Concept Factorization: From Shallow to Deep Representation Learning


Jul 31, 2020
Zhao Zhang, Yan Zhang, Li Zhang, Shuicheng Yan


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Rethinking Bottleneck Structure for Efficient Mobile Network Design


Jul 07, 2020
Zhou Daquan, Qibin Hou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan

* 24 pages, published as a ECCV20 conference paper 

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Recapture as You Want


Jun 02, 2020
Chen Gao, Si Liu, Ran He, Shuicheng Yan, Bo Li

* 14 pages 

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PANDA: Prototypical Unsupervised Domain Adaptation


Apr 12, 2020
Dapeng Hu, Jian Liang, Qibin Hou, Hanshu Yan, Yunpeng Chen, Shuicheng Yan, Jiashi Feng


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Highly Efficient Salient Object Detection with 100K Parameters


Mar 12, 2020
Shang-Hua Gao, Yong-Qiang Tan, Ming-Ming Cheng, Chengze Lu, Yunpeng Chen, Shuicheng Yan


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Fast Dense Residual Network: Enhancing Global Dense Feature Flow for Text Recognition


Jan 23, 2020
Zhao Zhang, Zemin Tang, Yang Wang, Jie Qin, Haijun Zhang, Shuicheng Yan

* arXiv admin note: text overlap with arXiv:1912.07016 

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DerainCycleGAN: An Attention-guided Unsupervised Benchmark for Single Image Deraining and Rainmaking


Jan 15, 2020
Yanyan Wei, Zhao Zhang, Jicong Fan, Yang Wang, Shuicheng Yan, Meng Wang


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Multilayer Collaborative Low-Rank Coding Network for Robust Deep Subspace Discovery


Jan 15, 2020
Xianzhen Li, Zhao Zhang, Yang Wang, Guangcan Liu, Shuicheng Yan, Meng Wang

* Accepted by the 24th European Conference on Artificial Intelligence (ECAI 2020) 

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Convolutional Dictionary Pair Learning Network for Image Representation Learning


Jan 15, 2020
Zhao Zhang, Yulin Sun, Yang Wang, Zhengjun Zha, Shuicheng Yan, Meng Wang

* Accepted by the 24th European Conference on Artificial Intelligence (ECAI 2020) 

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