Abdel-rahman Mohamed
7 papers · 2010–2023 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (15)
🧭
Keyword Pioneer
📈
Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Speech & Audio
(3)
Architectures
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Recognition
(3)
Core Methods
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
restricted boltzmann machine
(2)
speech processing
(2)
feature learning
(2)
self-supervised learning
(2)
deep belief network
(2)
speech recognition
(2)
convergence analysis
(1)
automatic speech recognition
(1)
distributed optimization
(1)
acoustic modeling
(1)
generative learning
(1)
phone recognition
(1)
generative model
(1)
deep neural network
(1)
masked prediction
(1)
non-iid data
(1)
laplacian pyramid
(1)
noisy data
(1)
global model
(1)
streaming model
(1)
Papers
Biased Self-supervised Learning for ASR
Interspeech 2023
Federated Learning with Partial Model Personalization
ICML 2022
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations
NeurIPS 2020
RobustFill: Neural Program Learning under Noisy I/O
ICML 2017
Analysis of Deep Neural Networks with Extended Data Jacobian Matrix
ICML 2016
Multiresolution Deep Belief Networks
AISTATS 2012
Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine
NeurIPS 2010