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Automatic Modulation Classification Using Involution Enabled Residual Networks


Aug 23, 2021
Hao Zhang, Lu Yuan, Guangyu Wu, Fuhui Zhou, Qihui Wu

* IEEE Wireless Communications Letters,2021 

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Mobile-Former: Bridging MobileNet and Transformer


Aug 12, 2021
Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Xiaoyi Dong, Lu Yuan, Zicheng Liu


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MicroNet: Improving Image Recognition with Extremely Low FLOPs


Aug 12, 2021
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos

* ICCV 2021, code is available at https://github.com/liyunsheng13/micronet}{https://github.com/liyunsheng13/micronet 

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Improve Unsupervised Pretraining for Few-label Transfer


Jul 26, 2021
Suichan Li, Dongdong Chen, Yinpeng Chen, Lu Yuan, Lei Zhang, Qi Chu, Bin Liu, Nenghai Yu

* ICCV 2021. arXiv admin note: substantial text overlap with arXiv:2012.05899 

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CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows


Jul 15, 2021
Xiaoyi Dong, Jianmin Bao, Dongdong Chen, Weiming Zhang, Nenghai Yu, Lu Yuan, Dong Chen, Baining Guo

* The code repo is available at https://github.com/microsoft/CSWin-Transformer, SOTA performance on ADE20k Segmentation benchmark is updated 

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Focal Self-attention for Local-Global Interactions in Vision Transformers


Jul 01, 2021
Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Xiyang Dai, Bin Xiao, Lu Yuan, Jianfeng Gao


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Efficient Self-supervised Vision Transformers for Representation Learning


Jun 17, 2021
Chunyuan Li, Jianwei Yang, Pengchuan Zhang, Mei Gao, Bin Xiao, Xiyang Dai, Lu Yuan, Jianfeng Gao

* 24 pages, 12 figures, file size 13.6MB 

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Dynamic Head: Unifying Object Detection Heads with Attentions


Jun 15, 2021
Xiyang Dai, Yinpeng Chen, Bin Xiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang

* CVPR 2021 camera ready with extensions 

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Chasing Sparsity in Vision Transformers: An End-to-End Exploration


Jun 09, 2021
Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang


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Chasing Sparsity in Vision Transformers:An End-to-End Exploration


Jun 08, 2021
Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang


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A Simple Baseline for StyleGAN Inversion


Apr 15, 2021
Tianyi Wei, Dongdong Chen, Wenbo Zhou, Jing Liao, Weiming Zhang, Lu Yuan, Gang Hua, Nenghai Yu


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Lite-HRNet: A Lightweight High-Resolution Network


Apr 13, 2021
Changqian Yu, Bin Xiao, Changxin Gao, Lu Yuan, Lei Zhang, Nong Sang, Jingdong Wang

* Accepted to CVPR 2021 

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CvT: Introducing Convolutions to Vision Transformers


Mar 29, 2021
Haiping Wu, Bin Xiao, Noel Codella, Mengchen Liu, Xiyang Dai, Lu Yuan, Lei Zhang


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Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding


Mar 29, 2021
Pengchuan Zhang, Xiyang Dai, Jianwei Yang, Bin Xiao, Lu Yuan, Lei Zhang, Jianfeng Gao


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Dynamic Transfer for Multi-Source Domain Adaptation


Mar 19, 2021
Yunsheng Li, Lu Yuan, Yinpeng Chen, Pei Wang, Nuno Vasconcelos

* Accepted by CVPR 2021 

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Revisiting Dynamic Convolution via Matrix Decomposition


Mar 15, 2021
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos

* Accepted by ICLR 2021 

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Weak NAS Predictors Are All You Need


Feb 21, 2021
Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen, Lu Yuan


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Are Fewer Labels Possible for Few-shot Learning?


Dec 10, 2020
Suichan Li, Dongdong Chen, Yinpeng Chen, Lu Yuan, Lei Zhang, Qi Chu, Nenghai Yu


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Semantic Image Synthesis via Efficient Class-Adaptive Normalization


Dec 08, 2020
Zhentao Tan, Dongdong Chen, Qi Chu, Menglei Chai, Jing Liao, Mingming He, Lu Yuan, Gang Hua, Nenghai Yu

* arXiv admin note: substantial text overlap with arXiv:2004.02867 

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Unsupervised Pre-training for Person Re-identification


Dec 07, 2020
Dengpan Fu, Dongdong Chen, Jianmin Bao, Hao Yang, Lu Yuan, Lei Zhang, Houqiang Li, Dong Chen

* 12 pages including supplementary 

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MicroNet: Towards Image Recognition with Extremely Low FLOPs


Nov 24, 2020
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos


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MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing


Oct 30, 2020
Zhentao Tan, Menglei Chai, Dongdong Chen, Jing Liao, Qi Chu, Lu Yuan, Sergey Tulyakov, Nenghai Yu

* Siggraph 2020, code is available at https://github.com/tzt101/MichiGAN 

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GreedyFool: Distortion-Aware Sparse Adversarial Attack


Oct 26, 2020
Xiaoyi Dong, Dongdong Chen, Jianmin Bao, Chuan Qin, Lu Yuan, Weiming Zhang, Nenghai Yu, Dong Chen

* To appear in NeurIPS 2020, code: https://github.com/LightDXY/GreedyFool 

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LSM: Learning Subspace Minimization for Low-level Vision


Apr 20, 2020
Chengzhou Tang, Lu Yuan, Ping Tan

* To be presented at CVPR2020 

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Cross-domain Correspondence Learning for Exemplar-based Image Translation


Apr 12, 2020
Pan Zhang, Bo Zhang, Dong Chen, Lu Yuan, Fang Wen

* CVPR 2020 
* Accepted as a CVPR 2020 oral paper 

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Rethinking Spatially-Adaptive Normalization


Apr 06, 2020
Zhentao Tan, Dongdong Chen, Qi Chu, Menglei Chai, Jing Liao, Mingming He, Lu Yuan, Nenghai Yu


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Density-Aware Graph for Deep Semi-Supervised Visual Recognition


Mar 30, 2020
Suichan Li, Bin Liu, Dongdong Chen, Qi Chu, Lu Yuan, Nenghai Yu

* Accepted by CVPR2020 

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DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search


Mar 27, 2020
Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan


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Dynamic ReLU


Mar 22, 2020
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu

* Technical report 

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