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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

* IEEE ICIP 2021 

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Toward Sustainable Continual Learning: Detection and Knowledge Repurposing of Similar Tasks


Oct 11, 2022
Sijia Wang, Yoojin Choi, Junya Chen, Mostafa El-Khamy, Ricardo Henao


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


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

* 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

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

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MLPerf Mobile Inference Benchmark: Why Mobile AI Benchmarking Is Hard and What to Do About It


Dec 03, 2020
Vijay Janapa Reddi, David Kanter, Peter Mattson, Jared Duke, Thai Nguyen, Ramesh Chukka, Kenneth Shiring, Koan-Sin Tan, Mark Charlebois, William Chou, Mostafa El-Khamy, Jungwook Hong, Michael Buch, Cindy Trinh, Thomas Atta-fosu, Fatih Cakir, Masoud Charkhabi, Xiaodong Chen, Jimmy Chiang, Dave Dexter, Woncheol Heo, Guenther Schmuelling, Maryam Shabani, Dylan Zika


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WAFFLe: Weight Anonymized Factorization for Federated Learning


Aug 13, 2020
Weituo Hao, Nikhil Mehta, Kevin J Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin


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Data-Free Network Quantization With Adversarial Knowledge Distillation


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

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

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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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