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Equivariant Imaging: Learning Beyond the Range Space


Mar 26, 2021
Dongdong Chen, Julián Tachella, Mike E. Davies

* Technical report 

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High-Fidelity Pluralistic Image Completion with Transformers


Mar 25, 2021
Ziyu Wan, Jingbo Zhang, Dongdong Chen, Jing Liao

* Project Page: http://raywzy.com/ICT 

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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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Diverse Semantic Image Synthesis via Probability Distribution Modeling


Mar 11, 2021
Zhentao Tan, Menglei Chai, Dongdong Chen, Jing Liao, Qi Chu, Bin Liu, Gang Hua, Nenghai Yu

* Accepted By CVPR 2021 

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Deep Model Intellectual Property Protection via Deep Watermarking


Mar 08, 2021
Jie Zhang, Dongdong Chen, Jing Liao, Weiming Zhang, Huamin Feng, Gang Hua, Nenghai Yu

* To appear at TPAMI 2021 

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Multi-attentional Deepfake Detection


Mar 08, 2021
Hanqing Zhao, Wenbo Zhou, Dongdong Chen, Tianyi Wei, Weiming Zhang, Nenghai Yu

* CVPR2021 preview 

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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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COIN: Contrastive Identifier Network for Breast Mass Diagnosis in Mammography


Dec 29, 2020
Heyi Li, Dongdong Chen, William H. Nailon, Mike E. Davies, David Laurenson


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Improved Image Matting via Real-time User Clicks and Uncertainty Estimation


Dec 15, 2020
Tianyi Wei, Dongdong Chen, Wenbo Zhou, Jing Liao, Hanqing Zhao, Weiming Zhang, Nenghai Yu


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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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Identity-Driven DeepFake Detection


Dec 07, 2020
Xiaoyi Dong, Jianmin Bao, Dongdong Chen, Weiming Zhang, Nenghai Yu, Dong Chen, Fang Wen, Baining Guo


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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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Passport-aware Normalization for Deep Model Protection


Nov 03, 2020
Jie Zhang, Dongdong Chen, Jing Liao, Weiming Zhang, Gang Hua, Nenghai Yu

* Fix typo error. To Appear in NeurIPs 2020, code at "https://github.com/ZJZAC/Passport-aware-Normalization

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LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud-based Deep Networks


Nov 01, 2020
Hang Zhou, Dongdong Chen, Jing Liao, Weiming Zhang, Kejiang Chen, Xiaoyi Dong, Kunlin Liu, Gang Hua, Nenghai Yu

* CVPR 2020, code available at: https://github.com/RyanHangZhou/LG-GAN 

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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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Improving Person Re-identification with Iterative Impression Aggregation


Sep 21, 2020
Dengpan Fu, Bo Xin, Jingdong Wang, Dongdong Chen, Jianmin Bao, Gang Hua, Houqiang Li

* Accepted by Transactions on Image Processing 

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Old Photo Restoration via Deep Latent Space Translation


Sep 14, 2020
Ziyu Wan, Bo Zhang, Dongdong Chen, Pan Zhang, Dong Chen, Jing Liao, Fang Wen

* 15 pages. arXiv admin note: substantial text overlap with arXiv:2004.09484 

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Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography


Aug 11, 2020
Heyi Li, Dongdong Chen, William H. Nailon, Mike E. Davies, David Laurenson


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Dual Convolutional Neural Networks for BreastMass Segmentation and Diagnosis inMammography


Aug 07, 2020
Heyi Li, Dongdong Chen, William H. Nailon, Mike E. Davies, David Laurenson


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Compressive MR Fingerprinting reconstruction with Neural Proximal Gradient iterations


Jul 06, 2020
Dongdong Chen, Mike E. Davies, Mohammad Golbabaee

* To appear in MICCAI 2020 

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Bringing Old Photos Back to Life


Apr 20, 2020
Ziyu Wan, Bo Zhang, Dongdong Chen, Pan Zhang, Dong Chen, Jing Liao, Fang Wen

* CVPR 2020 Oral, project website: http://raywzy.com/Old_Photo/ 

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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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