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Zero-Shot Learning of a Conditional Generative Adversarial Network for Data-Free Network Quantization


Oct 26, 2022
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee

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* IEEE ICIP 2021 

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Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay


Jun 17, 2021
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee

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* CVPR 2021 Workshop on Continual Learning in Computer Vision (CLVision) 

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Towards Fair Federated Learning with Zero-Shot Data Augmentation


Apr 27, 2021
Weituo Hao, Mostafa El-Khamy, Jungwon Lee, Jianyi Zhang, Kevin J Liang, Changyou Chen, Lawrence Carin

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* Accepted by IEEE CVPR Workshop on Fair, Data Efficient And Trusted Computer Vision 

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Data-Free Network Quantization With Adversarial Knowledge Distillation


May 08, 2020
Yoojin Choi, Jihwan Choi, Mostafa El-Khamy, Jungwon Lee

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* CVPR 2020 Joint Workshop on Efficient Deep Learning in Computer Vision (EDLCV) 

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NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results


May 08, 2020
Abdelrahman Abdelhamed, Mahmoud Afifi, Radu Timofte, Michael S. Brown, Yue Cao, Zhilu Zhang, Wangmeng Zuo, Xiaoling Zhang, Jiye Liu, Wendong Chen, Changyuan Wen, Meng Liu, Shuailin Lv, Yunchao Zhang, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Xiyu Yu, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding, Songhyun Yu, Bumjun Park, Jechang Jeong, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Zengli Yang, Long Bao, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, Youngjung Kim, Kyeongha Rho, Changyeop Shin, Sungho Kim, Pengliang Tang, Yiyun Zhao, Yuqian Zhou, Yuchen Fan, Thomas Huang, Zhihao Li, Nisarg A. Shah, Wei Liu, Qiong Yan, Yuzhi Zhao, Marcin Możejko, Tomasz Latkowski, Lukasz Treszczotko, Michał Szafraniuk, Krzysztof Trojanowski, Yanhong Wu, Pablo Navarrete Michelini, Fengshuo Hu, Yunhua Lu, Sujin Kim, Wonjin Kim, Jaayeon Lee, Jang-Hwan Choi, Magauiya Zhussip, Azamat Khassenov, Jong Hyun Kim, Hwechul Cho, Priya Kansal, Sabari Nathan, Zhangyu Ye, Xiwen Lu, Yaqi Wu, Jiangxin Yang, Yanlong Cao, Siliang Tang, Yanpeng Cao, Matteo Maggioni, Ioannis Marras, Thomas Tanay, Gregory Slabaugh, Youliang Yan, Myungjoo Kang, Han-Soo Choi, Kyungmin Song, Shusong Xu, Xiaomu Lu, Tingniao Wang, Chunxia Lei, Bin Liu, Rajat Gupta, Vineet Kumar

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NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results


May 05, 2020
Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, SeYoung Chun, Wei Deng, Mostafa El-Khamy, Chiu Man Ho, Xiaozhong Ji, Amin Kheradmand, Gwantae Kim, Hanseok Ko, Kanghyu Lee, Jungwon Lee, Hao Li, Ziluan Liu, Zhi-Song Liu, Shuai Liu, Yunhua Lu, Zibo Meng, Pablo Navarrete Michelini, Christian Micheloni, Kalpesh Prajapati, Haoyu Ren, Yong Hyeok Seo, Wan-Chi Siu, Kyung-Ah Sohn, Ying Tai, Rao Muhammad Umer, Shuangquan Wang, Huibing Wang, Timothy Haoning Wu, Haoning Wu, Biao Yang, Fuzhi Yang, Jaejun Yoo, Tongtong Zhao, Yuanbo Zhou, Haijie Zhuo, Ziyao Zong, Xueyi Zou

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GSANet: Semantic Segmentation with Global and Selective Attention


Feb 14, 2020
Qingfeng Liu, Mostafa El-Khamy, Dongwoon Bai, Jungwon Lee

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HyperCon: Image-To-Video Model Transfer for Video-To-Video Translation Tasks


Dec 10, 2019
Ryan Szeto, Mostafa El-Khamy, Jungwon Lee, Jason J. Corso

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Variable Rate Deep Image Compression With a Conditional Autoencoder


Sep 11, 2019
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee

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* ICCV 2019 

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TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching


Jun 11, 2019
Mostafa El-Khamy, Haoyu Ren, Xianzhi Du, Jungwon Lee

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