Mostafa El‐Khamy
- SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models
2023/08/12 by Sara Babakniya, Ahmed Roushdy Elkordy, Babakniya, Sara +11 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Topic Modeling
- AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks
2019/04/19 by Xianzhi Du, Mostafa El‐Khamy, Du, Xianzhi +3 · 7 citations
Computer Science · #Advanced Vision and Imaging #Image Enhancement Techniques #Advanced Image Processing Techniques
- T-GSA: Transformer with Gaussian-weighted self-attention for speech enhancement
2019/10/13 by Jaeyoung Kim, Mostafa El‐Khamy, Kim, Jaeyoung +3 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results
2020/05/05 by Andreas Lugmayr, Martin Danelljan, Lugmayr, Andreas +89 · 3 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Advanced Image Fusion Techniques
- End-to-End Multi-Task Denoising for joint SDR and PESQ Optimization
2019/01/26 by Jaeyoung Kim, Kim, Jaeyoung, Mostafa El‐Khamy +3 · 4 citations
Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding
2019/06/07 by Haoyu Ren, Mostafa El‐Khamy, Ren, Haoyu +3 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- Learning with Succinct Common Representation Based on Wyner's Common Information
2019/05/27 by J. Jon Ryu, Yoojin Choi, Ryu, J. Jon +7 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
- Fused Deep Neural Networks for Efficient Pedestrian Detection
2018/05/02 by Xianzhi Du, Mostafa El‐Khamy, Du, Xianzhi +7 · 2 citations
Computer Science · #Video Surveillance and Tracking Methods #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications