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Mostafa El-Khamy
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Journal Articles
- 2023
- [j21]Behnam Gholami
, Mostafa El-Khamy
, Kee-Bong Song:
Latent Feature Disentanglement for Visual Domain Generalization. IEEE Trans. Image Process. 32: 5751-5763 (2023) - [j20]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): 17824-17858 (2023) - 2022
- [j19]Weituo Hao
, Nikhil Mehta, Kevin J. Liang
, Pengyu Cheng, Mostafa El-Khamy
, Lawrence Carin:
WAFFLe: Weight Anonymized Factorization for Federated Learning. IEEE Access 10: 49207-49218 (2022) - [j18]Behnam Gholami
, Qingfeng Liu, Mostafa El-Khamy
, Jungwon Lee:
Multiexpert Adversarial Regularization for Robust and Data-Efficient Deep Supervised Learning. IEEE Access 10: 85080-85094 (2022) - 2020
- [j17]Yoojin Choi
, Mostafa El-Khamy
, Jungwon Lee:
Learning Sparse Low-Precision Neural Networks With Learnable Regularization. IEEE Access 8: 96963-96974 (2020) - [j16]Mostafa El-Khamy
, Haoyu Ren
, Xianzhi Du, Jungwon Lee
:
Multitask Deep Neural Networks for Tele-Wide Stereo Matching. IEEE Access 8: 184383-184398 (2020) - [j15]Yoojin Choi
, Mostafa El-Khamy
, Jungwon Lee
:
Universal Deep Neural Network Compression. IEEE J. Sel. Top. Signal Process. 14(4): 715-726 (2020) - [j14]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: 447-462 (2020) - 2018
- [j13]Mostafa El-Khamy
, Hsien-Ping Lin
, Jungwon Lee
, Inyup Kang:
Circular Buffer Rate-Matched Polar Codes. IEEE Trans. Commun. 66(2): 493-506 (2018) - 2017
- [j12]Mostafa El-Khamy
, Hessam Mahdavifar, Gennady Feygin, Jungwon Lee, Inyup Kang:
Relaxed Polar Codes. IEEE Trans. Inf. Theory 63(4): 1986-2000 (2017) - 2016
- [j11]Keke Liu, Mostafa El-Khamy
, Jungwon Lee:
Finite-Length Algebraic Spatially-Coupled Quasi-Cyclic LDPC Codes. IEEE J. Sel. Areas Commun. 34(2): 329-344 (2016) - [j10]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): 467-478 (2016) - [j9]Hessam Mahdavifar, Mostafa El-Khamy
, Jungwon Lee, Inyup Kang:
Polar Coding for Bit-Interleaved Coded Modulation. IEEE Trans. Veh. Technol. 65(5): 3115-3127 (2016) - 2015
- [j8]Mostafa El-Khamy
, Jungwon Lee, Inyup Kang:
Detection Analysis of CRC-Assisted Decoding. IEEE Commun. Lett. 19(3): 483-486 (2015) - 2014
- [j7]Mostafa El-Khamy
, Mostafa Medra, Hassan M. Elkamchouchi:
Reduced complexity list sphere decoding for MIMO systems. Digit. Signal Process. 25: 84-92 (2014) - [j6]Mostafa El-Khamy
, Jinhong Wu, Jungwon Lee, Inyup Kang:
Online log-likelihood ratio scaling for robust turbo decoding. IET Commun. 8(2): 217-226 (2014) - [j5]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): 1406-1417 (2014) - 2013
- [j4]Hany S. Hussein
, Mostafa El-Khamy
, Mohamed El-Sharkawy:
Blind configuration of multi-view video coder prediction structure. IEEE Trans. Consumer Electron. 59(1): 191-199 (2013) - 2009
- [j3]Mostafa El-Khamy
, Jilei Hou, Naga Bhushan:
Design of rate-compatible structured LDPC codes for hybrid ARQ applications. IEEE J. Sel. Areas Commun. 27(6): 965-973 (2009) - [j2]Mostafa El-Khamy
, Haris Vikalo, Babak Hassibi, Robert J. McEliece:
Performance of sphere decoding of block codes. IEEE Trans. Commun. 57(10): 2940-2950 (2009) - 2006
- [j1]Mostafa El-Khamy
, Robert J. McEliece:
Iterative algebraic soft-decision list decoding of Reed-Solomon codes. IEEE J. Sel. Areas Commun. 24(3): 481-490 (2006)
Conference and Workshop Papers
- 2023
- [c61]Behnam Gholami, Mostafa El-Khamy, Kee-Bong Song:
Domain invariant regularization by disentangling content and style Features for visual domain generalization. ICIP 2023: 1525-1529 - 2022
- [c60]Qingfeng Liu, Hai Su, Mostafa El-Khamy
, Kee-Bong Song:
DeepGBASS: Deep Guided Boundary-Aware Semantic Segmentation. ICASSP 2022: 2644-2648 - [c59]Qingfeng Liu, Hai Su, Mostafa El-Khamy
:
Deep Guidance Decoder with Semantic Boundary Learning for Boundary-Aware Semantic Segmentation. ICCE 2022: 1-2 - [c58]Qingfeng Liu, Mostafa El-Khamy
:
Panoptic-Deeplab-DVA: Improving Panoptic Deeplab with Dual Value Attention and Instance Boundary Aware Regression. ICIP 2022: 3888-3892 - [c57]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 - 2021
- [c56]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: 3310-3319 - [c55]Yoojin Choi, Mostafa El-Khamy
, Jungwon Lee:
Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay. CVPR Workshops 2021: 3543-3552 - [c54]Yoojin Choi, Mostafa El-Khamy
, Jungwon Lee:
Zero-Shot Learning Of A Conditional Generative Adversarial Network For Data-Free Network Quantization. ICIP 2021: 3552-3556 - [c53]Ryan Szeto, Mostafa El-Khamy
, Jungwon Lee, Jason J. Corso:
HyperCon: Image-To-Video Model Transfer for Video-To-Video Translation Tasks. WACV 2021: 3079-3088 - 2020
- [c52]Haoyu Ren, Amin Kheradmand, Mostafa El-Khamy
, Shuangquan Wang, Dongwoon Bai, Jungwon Lee:
Real-World Super-Resolution using Generative Adversarial Networks. CVPR Workshops 2020: 1760-1768 - [c51]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: 2058-2076 - [c50]Yoojin Choi, Jihwan P. Choi, Mostafa El-Khamy
, Jungwon Lee:
Data-Free Network Quantization With Adversarial Knowledge Distillation. CVPR Workshops 2020: 3047-3057 - [c49]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: 3235-3243 - [c48]Haoyu Ren, Mostafa El-Khamy
, Jungwon Lee:
Deep Monocular Video Depth Estimation Using Temporal Attention. ICASSP 2020: 1988-1992 - [c47]Jaeyoung Kim, Mostafa El-Khamy
, Jungwon Lee:
T-GSA: Transformer with Gaussian-Weighted Self-Attention for Speech Enhancement. ICASSP 2020: 6649-6653 - [c46]Amin Fazel, Mostafa El-Khamy
, Jungwon Lee:
CAD-AEC: Context-Aware Deep Acoustic Echo Cancellation. ICASSP 2020: 6919-6923 - [c45]Xianzhi Du, Mostafa El-Khamy
, Jungwon Lee:
FBA-AMNET: Foreground-Background Aware Atrous Multiscale Networks for Stereo Disparity Estimation. ICCE 2020: 1-2 - [c44]Qingfeng Liu, Mostafa El-Khamy
, Dongwoon Bai, Jungwon Lee:
GSANet: Semantic Segmentation With Global And Selective Attention. ICIP 2020: 1471-1475 - [c43]Haoyu Ren, Mostafa El-Khamy
, Jungwon Lee:
Stereo Disparity Estimation via Joint Supervised, Unsupervised, and Weakly Supervised Learning. ICIP 2020: 2760-2764 - 2019
- [c42]Haoyu Ren, Mostafa El-Khamy, Jungwon Lee:
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding. CVPR Workshops 2019: 37-45 - [c41]Yoojin Choi, Mostafa El-Khamy
, Jungwon Lee:
Jointly Sparse Convolutional Neural Networks in Dual Spatial-winograd Domains. ICASSP 2019: 2792-2796 - [c40]Yoojin Choi, Mostafa El-Khamy
, Jungwon Lee:
Variable Rate Deep Image Compression With a Conditional Autoencoder. ICCV 2019: 3146-3154 - [c39]Mostafa El-Khamy
, Xianzhi Du, Haoyu Ren, Jungwon Lee:
Multi-Task Learning of Depth from Tele and Wide Stereo Image Pairs. ICIP 2019: 4300-4304 - [c38]Amin Fazel, Mostafa El-Khamy
, Jungwon Lee:
Deep Multitask Acoustic Echo Cancellation. INTERSPEECH 2019: 4250-4254 - 2018
- [c37]Haoyu Ren, Mostafa El-Khamy
, Jungwon Lee:
DN-ResNet: Efficient Deep Residual Network for Image Denoising. ACCV (5) 2018: 215-230 - [c36]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: 5719-5723 - [c35]Haoyu Ren, Mostafa El-Khamy
, Jungwon Lee:
Video Super Resolution Based on Deep Convolution Neural Network With Two-Stage Motion Compensation. ICME Workshops 2018: 1-6 - [c34]Haoyu Ren, Mostafa El-Khamy
, Jungwon Lee:
CT-SRCNN: Cascade Trained and Trimmed Deep Convolutional Neural Networks for Image Super Resolution. WACV 2018: 1423-1431 - 2017
- [c33]Haoyu Ren, Mostafa El-Khamy
, Jungwon Lee:
Image Super Resolution Based on Fusing Multiple Convolution Neural Networks. CVPR Workshops 2017: 1050-1057 - [c32]Yoojin Choi, Mostafa El-Khamy, Jungwon Lee:
Towards the Limit of Network Quantization. ICLR (Poster) 2017 - [c31]Jaeyoung Kim, Mostafa El-Khamy
, Jungwon Lee:
Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition. INTERSPEECH 2017: 1591-1595 - [c30]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: 953-961 - 2015
- [c29]Mostafa El-Khamy
, Hsien-Ping Lin, Jungwon Lee, Hessam Mahdavifar, Inyup Kang:
HARQ Rate-Compatible Polar Codes for Wireless Channels. GLOBECOM 2015: 1-6 - [c28]Mostafa El-Khamy
, Hessam Mahdavifar, Gennady Feygin, Jungwon Lee, Inyup Kang:
Relaxed channel polarization for reduced complexity polar coding. WCNC 2015: 207-212 - 2014
- [c27]Hessam Mahdavifar, Mostafa El-Khamy
, Jungwon Lee, Inyup Kang:
Techniques for polar coding over multiple access channels. CISS 2014: 1-6 - [c26]Jinhong Wu, Mostafa El-Khamy
, Jungwon Lee, Inyup Kang:
LLR optimization for iterative MIMO BICM receivers. ICASSP 2014: 1956-1960 - [c25]Keke Liu, Mostafa El-Khamy
, Jungwon Lee, Inyup Kang, Arvind Yedla:
Non-binary algebraic spatially-coupled quasi-cyclic LDPC codes. ISIT 2014: 511-515 - [c24]Hessam Mahdavifar, Mostafa El-Khamy
, Jungwon Lee, Inyup Kang:
Fast multi-dimensional polar encoding and decoding. ITA 2014: 1-5 - [c23]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: 1-6 - 2013
- [c22]Hany S. Hussein
, Mostafa El-Khamy
, Farhad Mehdipour, Mohamed El-Sharkawy:
Low complexity independent multi-view video coding. CCNC 2013: 37-42 - [c21]Mostafa El-Khamy
, Jungwon Lee, Inyup Kang:
Soft Turbo HARQ combining. ICC 2013: 5542-5547 - [c20]Hessam Mahdavifar, Mostafa El-Khamy
, Jungwon Lee, Inyup Kang:
On the construction and decoding of concatenated polar codes. ISIT 2013: 952-956 - [c19]Hessam Mahdavifar, Mostafa El-Khamy
, Jungwon Lee, Inyup Kang:
Compound polar codes. ITA 2013: 1-6 - [c18]Jinhong Wu, Mostafa El-Khamy
, Jungwon Lee, Inyup Kang:
BICM performance improvement via online LLR optimization. WCNC 2013: 3850-3855 - 2012
- [c17]Mohamed Elwekeil, Masoud Alghoniemy, Mostafa El-Khamy, Hiroshi Furukawa, Osamu Muta:
Optimal channel assignment for IEEE 802.11 Multi-cell WLANs. EUSIPCO 2012: 694-698 - [c16]Mostafa El-Khamy
, Jinhong Wu, Jungwon Lee, Heejin Roh, Inyup Kang:
Near-optimal turbo decoding in presence of SNR estimation error. GLOBECOM 2012: 3737-3742 - [c15]Mohammed Farrag
, Mostafa El-Khamy
, Mohamed El-Sharkawy:
A blindly optimized compressive sensing receiver for cognitive radio. ICCE 2012: 174-177 - [c14]Hany S. Hussein
, Mostafa El-Khamy
, Mohamed El-Sharkawy:
Blind configuration of multi-view video coding. ICCE 2012: 392-393 - [c13]Mahmoud M. Selim
, Mostafa El-Khamy
, Mohamed El-Sharkawy:
Enhanced frequency reuse schemes for interference management in LTE femtocell networks. ISWCS 2012: 326-330 - [c12]Mostafa Medra, Mostafa El-Khamy
, Hassan M. Elkamchouchi:
Dimension-ordered MIMO list sphere decoding. SPAWC 2012: 110-114 - [c11]Abdul Rahman Mahmoud, Mostafa El-Khamy
, Khaled Elsayed
:
Interference alignment performanceon MIMO X channels with imperfect channel knowledge. SPAWC 2012: 239-243 - [c10]Ahmed Hamdi, Mostafa El-Khamy
, Mohamed El-Sharkawy:
Optimized dual relay deployment for LTE-Advanced cellular systems. WCNC 2012: 2869-2873 - 2011
- [c9]Mahmoud M. Gad, Mostafa El-Khamy
, Hussein T. Mouftah:
Dual band connectivity of cognitive radio networks. CogART 2011: 20 - [c8]Walid El Shafai, Branislav Hrusovský, Mostafa El-Khamy
, Mohamed El-Sharkawy:
Joint space-time-view error concealment algorithms for 3D multi-view video. ICIP 2011: 2201-2204 - [c7]Mohammed Farrag
, Mostafa El-Khamy
, Mohamed El-Sharkawy:
Optimized bases compressive spectrum sensing for wideband cognitive radio. PIMRC 2011: 305-309 - 2006
- [c6]Mostafa El-Khamy
, Jilei Hou, Naga Bhushan:
H-ARQ Rate-Compatible Structured LDPC Codes. ISIT 2006: 1134-1138 - [c5]Mostafa El-Khamy
, Haris Vikalo, Babak Hassibi, Robert J. McEliece:
On the Performance of Sphere Decoding of Block Codes. ISIT 2006: 1964-1968 - 2005
- [c4]Mostafa El-Khamy
, Robert J. McEliece:
The partition weight enumerator of MDS codes and its applications. ISIT 2005: 926-930 - [c3]Mostafa El-Khamy
, Haris Vikalo, Babak Hassibi:
Bounds on the performance of sphere decoding of linear block codes. ITW 2005: 47-51 - 2004
- [c2]Mostafa El-Khamy, Robert J. McEliece, Jonathan Harel:
Performance enhancements for algebraic soft decision decoding of Reed-Solomon codes. ISIT 2004: 421 - 2003
- [c1]Mostafa El-Khamy, Robert J. McEliece:
Interpolation multiplicity assignment algorithms for algebraic soft-decision decoding of Reed-Solomon codes. Algebraic Coding Theory and Information Theory 2003: 99-120
Informal and Other Publications
- 2024
- [i46]Qingfeng Liu, Mostafa El-Khamy, Kee-Bong Song:
1st Place Winner of the 2024 Pixel-level Video Understanding in the Wild (CVPR'24 PVUW) Challenge in Video Panoptic Segmentation and Best Long Video Consistency of Video Semantic Segmentation. CoRR abs/2406.05352 (2024) - 2023
- [i45]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 abs/2308.06522 (2023) - [i44]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 abs/2309.15375 (2023) - 2022
- [i43]Sijia Wang, Yoojin Choi, Junya Chen, Mostafa El-Khamy
, Ricardo Henao:
Toward Sustainable Continual Learning: Detection and Knowledge Repurposing of Similar Tasks. CoRR abs/2210.05751 (2022) - [i42]Yoojin Choi, Mostafa El-Khamy
, Jungwon Lee:
Zero-Shot Learning of a Conditional Generative Adversarial Network for Data-Free Network Quantization. CoRR abs/2210.14392 (2022) - 2021
- [i41]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 abs/2104.13417 (2021) - [i40]Yoojin Choi, Mostafa El-Khamy, Jungwon Lee:
Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay. CoRR abs/2106.09835 (2021) - 2020
- [i39]Qingfeng Liu, Mostafa El-Khamy, Dongwoon Bai, Jungwon Lee:
GSANet: Semantic Segmentation with Global and Selective Attention. CoRR abs/2003.00830 (2020) - [i38]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 abs/2005.01996 (2020) - [i37]Yoojin Choi, Jihwan P. Choi, Mostafa El-Khamy, Jungwon Lee:
Data-Free Network Quantization With Adversarial Knowledge Distillation. CoRR abs/2005.04136 (2020) - [i36]Weituo Hao, Nikhil Mehta, Kevin J. Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin:
WAFFLe: Weight Anonymized Factorization for Federated Learning. CoRR abs/2008.05687 (2020) - [i35]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 abs/2012.02328 (2020) - 2019
- [i34]Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee:
End-to-End Multi-Task Denoising for joint SDR and PESQ Optimization. CoRR abs/1901.09146 (2019) - [i33]Yoojin Choi, Mostafa El-Khamy, Jungwon Lee:
Jointly Sparse Convolutional Neural Networks in Dual Spatial-Winograd Domains. CoRR abs/1902.08192 (2019) - [i32]Xianzhi Du, Mostafa El-Khamy, Jungwon Lee:
AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks. CoRR abs/1904.09099 (2019) - [i31]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 abs/1905.10945 (2019) - [i30]Haoyu Ren, Mostafa El-Khamy, Jungwon Lee:
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding. CoRR abs/1906.03279 (2019) - [i29]Mostafa El-Khamy, Haoyu Ren, Xianzhi Du, Jungwon Lee:
TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching. CoRR abs/1906.04463 (2019) - [i28]Yoojin Choi, Mostafa El-Khamy, Jungwon Lee:
Variable Rate Deep Image Compression With a Conditional Autoencoder. CoRR abs/1909.04802 (2019) - [i27]Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee:
T-GSA: Transformer with Gaussian-weighted self-attention for speech enhancement. CoRR abs/1910.06762 (2019) - [i26]Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee:
End-to-End Multi-Task Denoising for the Joint Optimization of Perceptual Speech Metrics. CoRR abs/1910.10707 (2019) - [i25]Ryan Szeto, Mostafa El-Khamy, Jungwon Lee, Jason J. Corso:
HyperCon: Image-To-Video Model Transfer for Video-To-Video Translation Tasks. CoRR abs/1912.04950 (2019) - 2018
- [i24]Yoojin Choi, Mostafa El-Khamy, Jungwon Lee:
Universal Deep Neural Network Compression. CoRR abs/1802.02271 (2018) - [i23]Yoojin Choi, Mostafa El-Khamy, Jungwon Lee:
Compression of Deep Convolutional Neural Networks under Joint Sparsity Constraints. CoRR abs/1805.08303 (2018) - [i22]Xianzhi Du, Mostafa El-Khamy, Vlad I. Morariu, Jungwon Lee, Larry S. Davis:
Fused Deep Neural Networks for Efficient Pedestrian Detection. CoRR abs/1805.08688 (2018) - [i21]Yoojin Choi, Mostafa El-Khamy, Jungwon Lee:
Learning Low Precision Deep Neural Networks through Regularization. CoRR abs/1809.00095 (2018) - [i20]Haoyu Ren, Mostafa El-Khamy, Jungwon Lee:
DN-ResNet: Efficient Deep Residual Network for Image Denoising. CoRR abs/1810.06766 (2018) - 2017
- [i19]Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee:
Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition. CoRR abs/1701.03360 (2017) - [i18]Mostafa El-Khamy, Hsien-Ping Lin, Jungwon Lee, Inyup Kang:
Circular Buffer Rate-Matched Polar Codes. CoRR abs/1702.04080 (2017) - [i17]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 abs/1710.10224 (2017) - [i16]Haoyu Ren, Mostafa El-Khamy, Jungwon Lee:
CT-SRCNN: Cascade Trained and Trimmed Deep Convolutional Neural Networks for Image Super Resolution. CoRR abs/1711.04048 (2017) - 2016
- [i15]Mostafa El-Khamy, Hsien-Ping Lin, Jungwon Lee:
Binary Polar Codes are Optimized Codes for Bitwise Multistage Decoding. CoRR abs/1604.03612 (2016) - [i14]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 abs/1610.03466 (2016) - [i13]Yoojin Choi, Mostafa El-Khamy, Jungwon Lee:
Towards the Limit of Network Quantization. CoRR abs/1612.01543 (2016) - 2015
- [i12]Mostafa El-Khamy, Hessam Mahdavifar, Gennady Feygin, Jungwon Lee, Inyup Kang:
Relaxed Polar Codes. CoRR abs/1501.06091 (2015) - [i11]Mostafa El-Khamy, Hsien-Ping Lin, Jungwon Lee, Hessam Mahdavifar, Inyup Kang:
Rate-Compatible Polar Codes for Wireless Channels. CoRR abs/1508.07698 (2015) - 2014
- [i10]Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang:
Achieving the Uniform Rate Region of General Multiple Access Channels by Polar Coding. CoRR abs/1407.2990 (2014) - 2013
- [i9]Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang:
On the Construction and Decoding of Concatenated Polar Codes. CoRR abs/1301.7491 (2013) - [i8]Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang:
Compound Polar Codes. CoRR abs/1302.0265 (2013) - [i7]Arvind Yedla, Mostafa El-Khamy, Jungwon Lee, Inyup Kang:
Performance of Spatially-Coupled LDPC Codes and Threshold Saturation over BICM Channels. CoRR abs/1303.0296 (2013) - [i6]Jinhong Wu, Mostafa El-Khamy, Jungwon Lee, Inyup Kang:
BICM Performance Improvement via Online LLR Optimization. CoRR abs/1303.4452 (2013) - [i5]Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang:
Achieving the Uniform Rate Region of Multiple Access Channels Using Polar Codes. CoRR abs/1307.2889 (2013) - [i4]Hessam Mahdavifar, Mostafa El-Khamy, Jungwon Lee, Inyup Kang:
Performance Limits and Practical Decoding of Interleaved Reed-Solomon Polar Concatenated Codes. CoRR abs/1308.1144 (2013) - 2006
- [i3]Mostafa El-Khamy, Roberto Garello:
On the Weight Enumerator and the Maximum Likelihood Performance of Linear Product Codes. CoRR abs/cs/0601095 (2006) - 2005
- [i2]Mostafa El-Khamy, Robert J. McEliece:
The Partition Weight Enumerator of MDS Codes and its Applications. CoRR abs/cs/0505054 (2005) - [i1]Mostafa El-Khamy, Robert J. McEliece:
Iterative Algebraic Soft-Decision List Decoding of Reed-Solomon Codes. CoRR abs/cs/0509097 (2005)
Coauthor Index
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