| 2024 | Interspeech | Knowledge Distillation for Tiny Speech Enhancement with Latent Feature Augmentation. | Behnam Gholami, Mostafa El-Khamy, Kee-Bong Song |
| 2023 | ICIP | Domain invariant regularization by disentangling content and style Features for visual domain generalization. | Behnam Gholami, Mostafa El-Khamy, Kee-Bong Song |
| 2022 | ICASSP | DeepGBASS: Deep Guided Boundary-Aware Semantic Segmentation. | Qingfeng Liu, Hai Su, Mostafa El-Khamy, Kee-Bong Song |
| 2022 | ICIP | Panoptic-Deeplab-DVA: Improving Panoptic Deeplab with Dual Value Attention and Instance Boundary Aware Regression. | Qingfeng Liu, Mostafa El-Khamy |
| 2021 | CVPR | Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay. | Yoojin Choi, Mostafa El-Khamy, Jungwon Lee |
| 2021 | CVPR | Towards Fair Federated Learning With Zero-Shot Data Augmentation. | Weituo Hao, Mostafa El-Khamy, Jungwon Lee, Jianyi Zhang, Kevin J. Liang, Changyou Chen, Lawrence Carin |
| 2021 | ICIP | Zero-Shot Learning Of A Conditional Generative Adversarial Network For Data-Free Network Quantization. | Yoojin Choi, Mostafa El-Khamy, Jungwon Lee |
| 2021 | WACV | HyperCon: Image-To-Video Model Transfer for Video-To-Video Translation Tasks. | Ryan Szeto, Mostafa El-Khamy, Jungwon Lee, Jason J. Corso |
| 2020 | CVPR | Data-Free Network Quantization With Adversarial Knowledge Distillation. | Yoojin Choi, Jihwan P. Choi, Mostafa El-Khamy, Jungwon Lee |
| 2020 | CVPR | NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results. | 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 |
| 2020 | CVPR | Real-World Super-Resolution using Generative Adversarial Networks. | Haoyu Ren, Amin Kheradmand, Mostafa El-Khamy, Shuangquan Wang, Dongwoon Bai, Jungwon Lee |
| 2020 | CVPR | SUW-Learn: Joint Supervised, Unsupervised, Weakly Supervised Deep Learning for Monocular Depth Estimation. | Haoyu Ren, Aman Raj, Mostafa El-Khamy, Jungwon Lee |
| 2020 | ICASSP | CAD-AEC: Context-Aware Deep Acoustic Echo Cancellation. | Amin Fazel, Mostafa El-Khamy, Jungwon Lee |
| 2020 | ICASSP | T-GSA: Transformer with Gaussian-Weighted Self-Attention for Speech Enhancement. | Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee |
| 2020 | ICASSP | Deep Monocular Video Depth Estimation Using Temporal Attention. | Haoyu Ren, Mostafa El-Khamy, Jungwon Lee |
| 2020 | ICIP | GSANet: Semantic Segmentation With Global And Selective Attention. | Qingfeng Liu, Mostafa El-Khamy, Dongwoon Bai, Jungwon Lee |
| 2020 | ICIP | Stereo Disparity Estimation via Joint Supervised, Unsupervised, and Weakly Supervised Learning. | Haoyu Ren, Mostafa El-Khamy, Jungwon Lee |
| 2019 | CVPR | Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding. | Haoyu Ren, Mostafa El-Khamy, Jungwon Lee |
| 2019 | ICASSP | Jointly Sparse Convolutional Neural Networks in Dual Spatial-winograd Domains. | Yoojin Choi, Mostafa El-Khamy, Jungwon Lee |
| 2019 | ICCV | Variable Rate Deep Image Compression With a Conditional Autoencoder. | Yoojin Choi, Mostafa El-Khamy, Jungwon Lee |
| 2019 | ICIP | Multi-Task Learning of Depth from Tele and Wide Stereo Image Pairs. | Mostafa El-Khamy, Xianzhi Du, Haoyu Ren, Jungwon Lee |
| 2019 | Interspeech | Deep Multitask Acoustic Echo Cancellation. | Amin Fazel, Mostafa El-Khamy, Jungwon Lee |
| 2018 | ACCV | DN-ResNet: Efficient Deep Residual Network for Image Denoising. | Haoyu Ren, Mostafa El-Khamy, Jungwon Lee |
| 2018 | ICASSP | Bridgenets: Student-Teacher Transfer Learning Based on Recursive Neural Networks and Its Application to Distant Speech Recognition. | Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee |
| 2018 | WACV | CT-SRCNN: Cascade Trained and Trimmed Deep Convolutional Neural Networks for Image Super Resolution. | Haoyu Ren, Mostafa El-Khamy, Jungwon Lee |
| 2017 | CVPR | Image Super Resolution Based on Fusing Multiple Convolution Neural Networks. | Haoyu Ren, Mostafa El-Khamy, Jungwon Lee |
| 2017 | ICLR | Towards the Limit of Network Quantization. | Yoojin Choi, Mostafa El-Khamy, Jungwon Lee |
| 2017 | Interspeech | Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition. | Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee |
| 2017 | WACV | Fused DNN: A Deep Neural Network Fusion Approach to Fast and Robust Pedestrian Detection. | Xianzhi Du, Mostafa El-Khamy, Jungwon Lee, Larry S. Davis |
| 2015 | GLOBECOM | HARQ Rate-Compatible Polar Codes for Wireless Channels. | Mostafa El-Khamy, Hsien-Ping Lin, Jungwon Lee, Hessam Mahdavifar, Inyup Kang |
| 2015 | WCNC | Relaxed channel polarization for reduced complexity polar coding. | Mostafa El-Khamy, Hessam Mahdavifar, Gennady Feygin, Jungwon Lee, Inyup Kang |
| 2014 | CISS | Techniques for polar coding over multiple access channels. | Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang |
| 2014 | ICASSP | LLR optimization for iterative MIMO BICM receivers. | Jinhong Wu, Mostafa El-Khamy, Jungwon Lee, Inyup Kang |
| 2014 | ISIT | Non-binary algebraic spatially-coupled quasi-cyclic LDPC codes. | Keke Liu, Mostafa El-Khamy, Jungwon Lee, Inyup Kang, Arvind Yedla |
| 2014 | ITA | Fast multi-dimensional polar encoding and decoding. | Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang |
| 2014 | VTC | Wide-Band Cooperative Compressive Spectrum Sensing for Cognitive Radio Systems Using Distributed Sensing Matrix. | Mohammed Farrag, Osamu Muta, Mostafa El-Khamy, Hiroshi Furukawa, Mohamed El-Sharkawy |
| 2013 | ISIT | On the construction and decoding of concatenated polar codes. | Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang |
| 2013 | ITA | Compound polar codes. | Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang |
| 2013 | WCNC | BICM performance improvement via online LLR optimization. | Jinhong Wu, Mostafa El-Khamy, Jungwon Lee, Inyup Kang |
| 2012 | GLOBECOM | Near-optimal turbo decoding in presence of SNR estimation error. | Mostafa El-Khamy, Jinhong Wu, Jungwon Lee, Heejin Roh, Inyup Kang |
| 2012 | WCNC | Optimized dual relay deployment for LTE-Advanced cellular systems. | Ahmed Hamdi, Mostafa El-Khamy, Mohamed El-Sharkawy |
| 2011 | ICIP | Joint space-time-view error concealment algorithms for 3D multi-view video. | Walid El Shafai, Branislav Hrusovsk, Mostafa El-Khamy, Mohamed El-Sharkawy |
| 2011 | PIMRC | Optimized bases compressive spectrum sensing for wideband cognitive radio. | Mohammed Farrag, Mostafa El-Khamy, Mohamed El-Sharkawy |
| 2006 | ISIT | H-ARQ Rate-Compatible Structured LDPC Codes. | Mostafa El-Khamy, Jilei Hou, Naga Bhushan |
| 2006 | ISIT | On the Performance of Sphere Decoding of Block Codes. | Mostafa El-Khamy, Haris Vikalo, Babak Hassibi, Robert J. McEliece |
| 2005 | ISIT | The partition weight enumerator of MDS codes and its applications. | Mostafa El-Khamy, Robert J. McEliece |
| 2005 | ITW | Bounds on the performance of sphere decoding of linear block codes. | Mostafa El-Khamy, Haris Vikalo, Babak Hassibi |
| 2004 | ISIT | Performance enhancements for algebraic soft decision decoding of Reed-Solomon codes. | Mostafa El-Khamy, Robert J. McEliece, Jonathan Harel |