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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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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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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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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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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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Efficient Differentiable Neural Architecture Search with Meta Kernels


Dec 10, 2019
Shoufa Chen, Yunpeng Chen, Shuicheng Yan, Jiashi Feng


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AdversarialNAS: Adversarial Neural Architecture Search for GANs


Dec 04, 2019
Chen Gao, Yunpeng Chen, Si Liu, Zhenxiong Tan, Shuicheng Yan


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Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition


Nov 19, 2019
Bing Xu, Andrew Tulloch, Yunpeng Chen, Xiaomeng Yang, Lin Qiao


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Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution


Apr 30, 2019
Yunpeng Chen, Haoqi Fan, Bing Xu, Zhicheng Yan, Yannis Kalantidis, Marcus Rohrbach, Shuicheng Yan, Jiashi Feng


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Dynamic Feature Fusion for Semantic Edge Detection


Feb 25, 2019
Yuan Hu, Yunpeng Chen, Xiang Li, Jiashi Feng


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Deep Reasoning with Multi-scale Context for Salient Object Detection


Jan 24, 2019
Zun Li, Congyan Lang, Yunpeng Chen, Junhao Liew, Jiashi Feng

* Draft, 6 pages, 3 figures, 1 table 

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Graph-Based Global Reasoning Networks


Nov 30, 2018
Yunpeng Chen, Marcus Rohrbach, Zhicheng Yan, Shuicheng Yan, Jiashi Feng, Yannis Kalantidis


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$A^2$-Nets: Double Attention Networks


Oct 27, 2018
Yunpeng Chen, Yannis Kalantidis, Jianshu Li, Shuicheng Yan, Jiashi Feng

* Accepted at NIPS 2018 

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Multi-Fiber Networks for Video Recognition


Sep 18, 2018
Yunpeng Chen, Yannis Kalantidis, Jianshu Li, Shuicheng Yan, Jiashi Feng

* ECCV 2018, Code is on GitHub 

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Learning to Segment Human by Watching YouTube


Feb 28, 2018
Xiaodan Liang, Yunchao Wei, Liang Lin, Yunpeng Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan

* 10.1109/TPAMI.2016.2598340 
* Very-weakly supervised learning framework. New state-of-the-art performance on the human segmentation task! (Published in T-PAMI 2017) 

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Weaving Multi-scale Context for Single Shot Detector


Dec 08, 2017
Yunpeng Chen, Jianshu Li, Bin Zhou, Jiashi Feng, Shuicheng Yan


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Predicting Scene Parsing and Motion Dynamics in the Future


Nov 09, 2017
Xiaojie Jin, Huaxin Xiao, Xiaohui Shen, Jimei Yang, Zhe Lin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan

* To appear in NIPS 2017 

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Training Group Orthogonal Neural Networks with Privileged Information


Aug 18, 2017
Yunpeng Chen, Xiaojie Jin, Jiashi Feng, Shuicheng Yan

* Proceedings of the IJCAI-17 

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Dual Path Networks


Aug 01, 2017
Yunpeng Chen, Jianan Li, Huaxin Xiao, Xiaojie Jin, Shuicheng Yan, Jiashi Feng

* for code and models, see https://github.com/cypw/DPNs 

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Video Scene Parsing with Predictive Feature Learning


Dec 13, 2016
Xiaojie Jin, Xin Li, Huaxin Xiao, Xiaohui Shen, Zhe Lin, Jimei Yang, Yunpeng Chen, Jian Dong, Luoqi Liu, Zequn Jie, Jiashi Feng, Shuicheng Yan

* 15 pages, 7 figures, 5 tables, currently v2 

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STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation


Dec 07, 2016
Yunchao Wei, Xiaodan Liang, Yunpeng Chen, Xiaohui Shen, Ming-Ming Cheng, Jiashi Feng, Yao Zhao, Shuicheng Yan

* IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016 
* To Appear in IEEE Transactions on Pattern Analysis and Machine Intelligence 

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Multi-Path Feedback Recurrent Neural Network for Scene Parsing


Nov 22, 2016
Xiaojie Jin, Yunpeng Chen, Jiashi Feng, Zequn Jie, Shuicheng Yan

* Accepted by AAAI-17. Camera-ready version 

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Collaborative Layer-wise Discriminative Learning in Deep Neural Networks


Jul 19, 2016
Xiaojie Jin, Yunpeng Chen, Jian Dong, Jiashi Feng, Shuicheng Yan

* To appear in ECCV 2016. Maybe subject to minor changes before camera-ready version 

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