Mostafa El-Khamy

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 83

Top Venues

Publications

Khuong Vo, Mostafa El-Khamy, Yoojin Choi
PPG to ECG Signal Translation for Continuous Atrial Fibrillation Detection via Attention-based Deep State-Space Modeling. CoRR (2023)
Behnam Gholami, Mostafa El-Khamy, Kee-Bong Song
Domain invariant regularization by disentangling content and style Features for visual domain generalization. ICIP (2023)
Behnam Gholami, Mostafa El-Khamy, Kee-Bong Song
Latent Feature Disentanglement for Visual Domain Generalization. IEEE Trans. Image Process. 32 (2023)
Ali A. Khalil, Mostafa El-Khamy, Fatma E. Ibrahim, Ashraf A. M. Khalaf, Entessar Gemeay, Hossam Kasem, Salah Eldeen A. Khamis, Ghada M. El Banby, Walid El-Shafai, El-Sayed M. El-Rabaie, Adel S. El-Fishawy, Moawad I. Dessouky, Ibrahim M. El-Dokany, Turky N. Alotaiby, Saleh A. Alshebeili, Fathi E. Abd El-Samie
Efficient frameworks for statistical seizure detection and prediction. J. Supercomput. 79 (16) (2023)
Sara Babakniya, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Qingfeng Liu, Kee-Bong Song, Mostafa El-Khamy, Salman Avestimehr
SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models. CoRR (2023)
Sijia Wang, Yoojin Choi, Junya Chen, Mostafa El-Khamy, Ricardo Henao
Toward Sustainable Continual Learning: Detection and Knowledge Repurposing of Similar Tasks. CoRR (2022)
Behnam Gholami, Qingfeng Liu, Mostafa El-Khamy, Jungwon Lee
Multiexpert Adversarial Regularization for Robust and Data-Efficient Deep Supervised Learning. IEEE Access 10 (2022)
Qingfeng Liu, Mostafa El-Khamy
Panoptic-Deeplab-DVA: Improving Panoptic Deeplab with Dual Value Attention and Instance Boundary Aware Regression. ICIP (2022)
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, Tom St. John, Cindy Trinh, Michael Buch, Mark Mazumder, Relja Markovic, Thomas Atta-fosu, Fatih Çakir, Masoud Charkhabi, Xiaodong Chen, Cheng-Ming Chiang, Dave Dexter, Terry Heo, Guenther Schmuelling, Maryam Shabani, Dylan Zika
MLPerf Mobile Inference Benchmark: An Industry-Standard Open-Source Machine Learning Benchmark for On-Device AI. MLSys (2022)
Weituo Hao, Nikhil Mehta, Kevin J. Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin
WAFFLe: Weight Anonymized Factorization for Federated Learning. IEEE Access 10 (2022)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Zero-Shot Learning of a Conditional Generative Adversarial Network for Data-Free Network Quantization. CoRR (2022)
Qingfeng Liu, Hai Su, Mostafa El-Khamy
Deep Guidance Decoder with Semantic Boundary Learning for Boundary-Aware Semantic Segmentation. ICCE (2022)
Qingfeng Liu, Hai Su, Mostafa El-Khamy, Kee-Bong Song
DeepGBASS: Deep Guided Boundary-Aware Semantic Segmentation. ICASSP (2022)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay. CVPR Workshops (2021)
Weituo Hao, Mostafa El-Khamy, Jungwon Lee, Jianyi Zhang, Kevin J. Liang, Changyou Chen, Lawrence Carin
Towards Fair Federated Learning With Zero-Shot Data Augmentation. CVPR Workshops (2021)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Zero-Shot Learning Of A Conditional Generative Adversarial Network For Data-Free Network Quantization. ICIP (2021)
Weituo Hao, Mostafa El-Khamy, Jungwon Lee, Jianyi Zhang, Kevin J. Liang, Changyou Chen, Lawrence Carin
Towards Fair Federated Learning with Zero-Shot Data Augmentation. CoRR (2021)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay. CoRR (2021)
Ryan Szeto, Mostafa El-Khamy, Jungwon Lee, Jason J. Corso
HyperCon: Image-To-Video Model Transfer for Video-To-Video Translation Tasks. WACV (2021)
Qingfeng Liu, Mostafa El-Khamy, Dongwoon Bai, Jungwon Lee
GSANet: Semantic Segmentation with Global and Selective Attention. CoRR (2020)
Yoojin Choi, Jihwan P. Choi, Mostafa El-Khamy, Jungwon Lee
Data-Free Network Quantization With Adversarial Knowledge Distillation. CoRR (2020)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
CNF+CT: Context Network Fusion of Cascade-Trained Convolutional Neural Networks for Image Super-Resolution. IEEE Trans. Computational Imaging 6 (2020)
Yoojin Choi, Jihwan P. Choi, Mostafa El-Khamy, Jungwon Lee
Data-Free Network Quantization With Adversarial Knowledge Distillation. CVPR Workshops (2020)
Mostafa El-Khamy, Haoyu Ren, Xianzhi Du, Jungwon Lee
Multitask Deep Neural Networks for Tele-Wide Stereo Matching. IEEE Access 8 (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 çakir, Masoud Charkhabi, Xiaodong Chen, Jimmy Chiang, Dave Dexter, Woncheol Heo, Guenther Schmuelling, Maryam Shabani, Dylan Zika
MLPerf Mobile Inference Benchmark: Why Mobile AI Benchmarking Is Hard and What to Do About It. CoRR (2020)
Haoyu Ren, Amin Kheradmand, Mostafa El-Khamy, Shuangquan Wang, Dongwoon Bai, Jungwon Lee
Real-World Super-Resolution using Generative Adversarial Networks. CVPR Workshops (2020)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
Stereo Disparity Estimation via Joint Supervised, Unsupervised, and Weakly Supervised Learning. ICIP (2020)
Xianzhi Du, Mostafa El-Khamy, Jungwon Lee
FBA-AMNET: Foreground-Background Aware Atrous Multiscale Networks for Stereo Disparity Estimation. ICCE (2020)
Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee
T-GSA: Transformer with Gaussian-Weighted Self-Attention for Speech Enhancement. ICASSP (2020)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Learning Sparse Low-Precision Neural Networks With Learnable Regularization. IEEE Access 8 (2020)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
Deep Monocular Video Depth Estimation Using Temporal Attention. ICASSP (2020)
Qingfeng Liu, Mostafa El-Khamy, Dongwoon Bai, Jungwon Lee
GSANet: Semantic Segmentation With Global And Selective Attention. ICIP (2020)
Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, Se Young 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, Yonghyeok 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
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results. CoRR (2020)
Amin Fazel, Mostafa El-Khamy, Jungwon Lee
CAD-AEC: Context-Aware Deep Acoustic Echo Cancellation. ICASSP (2020)
Weituo Hao, Nikhil Mehta, Kevin J. Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin
WAFFLe: Weight Anonymized Factorization for Federated Learning. CoRR (2020)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Universal Deep Neural Network Compression. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, Se Young 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, Yonghyeok 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
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results. CVPR Workshops (2020)
Haoyu Ren, Aman Raj, Mostafa El-Khamy, Jungwon Lee
SUW-Learn: Joint Supervised, Unsupervised, Weakly Supervised Deep Learning for Monocular Depth Estimation. CVPR Workshops (2020)
Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee
End-to-End Multi-Task Denoising for the Joint Optimization of Perceptual Speech Metrics. CoRR (2019)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Jointly Sparse Convolutional Neural Networks in Dual Spatial-winograd Domains. ICASSP (2019)
Ryan Szeto, Mostafa El-Khamy, Jungwon Lee, Jason J. Corso
HyperCon: Image-To-Video Model Transfer for Video-To-Video Translation Tasks. CoRR (2019)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Variable Rate Deep Image Compression With a Conditional Autoencoder. ICCV (2019)
Xianzhi Du, Mostafa El-Khamy, Jungwon Lee
AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks. CoRR (2019)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding. CoRR (2019)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Variable Rate Deep Image Compression With a Conditional Autoencoder. CoRR (2019)
Mostafa El-Khamy, Xianzhi Du, Haoyu Ren, Jungwon Lee
Multi-Task Learning of Depth from Tele and Wide Stereo Image Pairs. ICIP (2019)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding. CVPR Workshops (2019)
Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee
End-to-End Multi-Task Denoising for joint SDR and PESQ Optimization. CoRR (2019)
Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee
T-GSA: Transformer with Gaussian-weighted self-attention for speech enhancement. CoRR (2019)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Jointly Sparse Convolutional Neural Networks in Dual Spatial-Winograd Domains. CoRR (2019)
J. Jon Ryu, Yoojin Choi, Young-Han Kim, Mostafa El-Khamy, Jungwon Lee
Wyner VAE: Joint and Conditional Generation with Succinct Common Representation Learning. CoRR (2019)
Mostafa El-Khamy, Haoyu Ren, Xianzhi Du, Jungwon Lee
TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching. CoRR (2019)
Amin Fazel, Mostafa El-Khamy, Jungwon Lee
Deep Multitask Acoustic Echo Cancellation. INTERSPEECH (2019)
Mostafa El-Khamy, Hsien-Ping Lin, Jungwon Lee, Inyup Kang
Circular Buffer Rate-Matched Polar Codes. IEEE Trans. Commun. 66 (2) (2018)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
CT-SRCNN: Cascade Trained and Trimmed Deep Convolutional Neural Networks for Image Super Resolution. WACV (2018)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Universal Deep Neural Network Compression. CoRR (2018)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Compression of Deep Convolutional Neural Networks under Joint Sparsity Constraints. CoRR (2018)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
DN-ResNet: Efficient Deep Residual Network for Image Denoising. ACCV (5) (2018)
Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee
Bridgenets: Student-Teacher Transfer Learning Based on Recursive Neural Networks and Its Application to Distant Speech Recognition. ICASSP (2018)
Xianzhi Du, Mostafa El-Khamy, Vlad I. Morariu, Jungwon Lee, Larry S. Davis
Fused Deep Neural Networks for Efficient Pedestrian Detection. CoRR (2018)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
DN-ResNet: Efficient Deep Residual Network for Image Denoising. CoRR (2018)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
Video Super Resolution Based on Deep Convolution Neural Network With Two-Stage Motion Compensation. ICME Workshops (2018)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Learning Low Precision Deep Neural Networks through Regularization. CoRR (2018)
Xianzhi Du, Mostafa El-Khamy, Jungwon Lee, Larry S. Davis
Fused DNN: A Deep Neural Network Fusion Approach to Fast and Robust Pedestrian Detection. WACV (2017)
Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee
Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition. CoRR (2017)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
CT-SRCNN: Cascade Trained and Trimmed Deep Convolutional Neural Networks for Image Super Resolution. CoRR (2017)
Mostafa El-Khamy, Hsien-Ping Lin, Jungwon Lee, Inyup Kang
Circular Buffer Rate-Matched Polar Codes. CoRR (2017)
Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee
Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition. INTERSPEECH (2017)
Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee
BridgeNets: Student-Teacher Transfer Learning Based on Recursive Neural Networks and its Application to Distant Speech Recognition. CoRR (2017)
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
Image Super Resolution Based on Fusing Multiple Convolution Neural Networks. CVPR Workshops (2017)
Mostafa El-Khamy, Hessam Mahdavifar, Gennady Feygin, Jungwon Lee, Inyup Kang
Relaxed Polar Codes. IEEE Trans. Inf. Theory 63 (4) (2017)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Towards the Limit of Network Quantization. ICLR (Poster) (2017)
Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang
Polar Coding for Bit-Interleaved Coded Modulation. IEEE Trans. Veh. Technol. 65 (5) (2016)
Yoojin Choi, Mostafa El-Khamy, Jungwon Lee
Towards the Limit of Network Quantization. CoRR (2016)
Xianzhi Du, Mostafa El-Khamy, Jungwon Lee, Larry S. Davis
Fused DNN: A deep neural network fusion approach to fast and robust pedestrian detection. CoRR (2016)
Mostafa El-Khamy, Hsien-Ping Lin, Jungwon Lee
Binary Polar Codes are Optimized Codes for Bitwise Multistage Decoding. CoRR (2016)
Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang
Achieving the Uniform Rate Region of General Multiple Access Channels by Polar Coding. IEEE Trans. Commun. 64 (2) (2016)
Keke Liu, Mostafa El-Khamy, Jungwon Lee
Finite-Length Algebraic Spatially-Coupled Quasi-Cyclic LDPC Codes. IEEE J. Sel. Areas Commun. 34 (2) (2016)
Mostafa El-Khamy, Hessam Mahdavifar, Gennady Feygin, Jungwon Lee, Inyup Kang
Relaxed channel polarization for reduced complexity polar coding. WCNC (2015)
Mostafa El-Khamy, Hsien-Ping Lin, Jungwon Lee, Hessam Mahdavifar, Inyup Kang
HARQ Rate-Compatible Polar Codes for Wireless Channels. GLOBECOM (2015)
Mostafa El-Khamy, Jungwon Lee, Inyup Kang
Detection Analysis of CRC-Assisted Decoding. IEEE Commun. Lett. 19 (3) (2015)
Mostafa El-Khamy, Hessam Mahdavifar, Gennady Feygin, Jungwon Lee, Inyup Kang
Relaxed Polar Codes. CoRR (2015)
Mostafa El-Khamy, Hsien-Ping Lin, Jungwon Lee, Hessam Mahdavifar, Inyup Kang
Rate-Compatible Polar Codes for Wireless Channels. CoRR (2015)
Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang
Fast multi-dimensional polar encoding and decoding. ITA (2014)
Mostafa El-Khamy, Jinhong Wu, Jungwon Lee, Inyup Kang
Online log-likelihood ratio scaling for robust turbo decoding. IET Commun. 8 (2) (2014)
Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang
Achieving the Uniform Rate Region of General Multiple Access Channels by Polar Coding. CoRR (2014)
Jinhong Wu, Mostafa El-Khamy, Jungwon Lee, Inyup Kang
LLR optimization for iterative MIMO BICM receivers. ICASSP (2014)
Mostafa El-Khamy, Mostafa Medra, Hassan M. Elkamchouchi
Reduced complexity list sphere decoding for MIMO systems. Digit. Signal Process. 25 (2014)
Keke Liu, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, Arvind Yedla
Non-binary algebraic spatially-coupled quasi-cyclic LDPC codes. ISIT (2014)
Mohammed Farrag, Osamu Muta, Mostafa El-Khamy, Hiroshi Furukawa, Mohamed El-Sharkawy
Wide-Band Cooperative Compressive Spectrum Sensing for Cognitive Radio Systems Using Distributed Sensing Matrix. VTC Fall (2014)
Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang
Performance Limits and Practical Decoding of Interleaved Reed-Solomon Polar Concatenated Codes. IEEE Trans. Commun. 62 (5) (2014)
Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang
Techniques for polar coding over multiple access channels. CISS (2014)
Arvind Yedla, Mostafa El-Khamy, Jungwon Lee, Inyup Kang
Performance of Spatially-Coupled LDPC Codes and Threshold Saturation over BICM Channels CoRR (2013)
Hany S. Hussein, Mostafa El-Khamy, Farhad Mehdipour, Mohamed El-Sharkawy
Low complexity independent multi-view video coding. CCNC (2013)
Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang
Compound polar codes. ITA (2013)
Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang
On the Construction and Decoding of Concatenated Polar Codes CoRR (2013)
Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang
Performance Limits and Practical Decoding of Interleaved Reed-Solomon Polar Concatenated Codes. CoRR (2013)
Hany S. Hussein, Mostafa El-Khamy, Mohamed El-Sharkawy
Blind configuration of multi-view video coder prediction structure. IEEE Trans. Consumer Electron. 59 (1) (2013)
Mostafa El-Khamy, Jungwon Lee, Inyup Kang
Soft Turbo HARQ combining. ICC (2013)
Jinhong Wu, Mostafa El-Khamy, Jungwon Lee, Inyup Kang
BICM Performance Improvement via Online LLR Optimization CoRR (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mostafa El-Khamy