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Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation


Jun 29, 2021
Arthur Douillard, Yifu Chen, Arnaud Dapogny, Matthieu Cord

* Under review at IEEE TPAMI, journal extension of arXiv:2011.11390 

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PLOP: Learning without Forgetting for Continual Semantic Segmentation


Nov 24, 2020
Arthur Douillard, Yifu Chen, Arnaud Dapogny, Matthieu Cord


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NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results


May 03, 2020
Kai Zhang, Shuhang Gu, Radu Timofte, Taizhang Shang, Qiuju Dai, Shengchen Zhu, Tong Yang, Yandong Guo, Younghyun Jo, Sejong Yang, Seon Joo Kim, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Jing Liu, Kwangjin Yoon, Taegyun Jeon, Kazutoshi Akita, Takeru Ooba, Norimichi Ukita, Zhipeng Luo, Yuehan Yao, Zhenyu Xu, Dongliang He, Wenhao Wu, Yukang Ding, Chao Li, Fu Li, Shilei Wen, Jianwei Li, Fuzhi Yang, Huan Yang, Jianlong Fu, Byung-Hoon Kim, JaeHyun Baek, Jong Chul Ye, Yuchen Fan, Thomas S. Huang, Junyeop Lee, Bokyeung Lee, Jungki Min, Gwantae Kim, Kanghyu Lee, Jaihyun Park, Mykola Mykhailych, Haoyu Zhong, Yukai Shi, Xiaojun Yang, Zhijing Yang, Liang Lin, Tongtong Zhao, Jinjia Peng, Huibing Wang, Zhi Jin, Jiahao Wu, Yifu Chen, Chenming Shang, Huanrong Zhang, Jeongki Min, Hrishikesh P S, Densen Puthussery, Jiji C V

* CVPRW 2020 

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Guiding Variational Response Generator to Exploit Persona


Nov 06, 2019
Bowen Wu, Mengyuan Li, Zongsheng Wang, Yifu Chen, Derek Wong, Qihang Feng, Junhong Huang, Baoxun Wang


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REVE: Regularizing Deep Learning with Variational Entropy Bound


Oct 15, 2019
Antoine Saporta, Yifu Chen, Michael Blot, Matthieu Cord

* Published in 2019 IEEE International Conference on Image Processing (ICIP) 

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MemeFaceGenerator: Adversarial Synthesis of Chinese Meme-face from Natural Sentences


Aug 14, 2019
Yifu Chen, Zongsheng Wang, Bowen Wu, Mengyuan Li, Huan Zhang, Lin Ma, Feng Liu, Qihang Feng, Baoxun Wang


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SEMEDA: Enhancing Segmentation Precision with Semantic Edge Aware Loss


May 06, 2019
Yifu Chen, Arnaud Dapogny, Matthieu Cord


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