Sven Magg
5 papers · 2017–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Architectures
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Speech & Audio
(2)
Learning Types
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Analysis Β· Speech & Audio
(1)
Analysis Β· Computer Vision
(1)
Application Areas
(1)
Core AI
(1)
Learning Paradigms
(1)
Keywords
causal inference
(1)
representation learning
(1)
feature learning
(1)
transfer learning
(1)
ensemble learning
(1)
natural language processing
(1)
attention mechanism
(1)
data augmentation
(1)
speech recognition
(1)
speech processing
(1)
face recognition
(1)
policy learning
(1)
shared representation
(1)
convolutional neural network
(1)
recurrent neural network
(1)
end-to-end training
(1)
reward decomposition
(1)
facial expression recognition
(1)
dialogue act recognition
(1)
speech representation
(1)
Papers
Causal State Distillation for Explainable Reinforcement Learning
CLeaR 2024
Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks
AAAI 2020
Conversational Analysis Using Utterance-level Attention-based Bidirectional Recurrent Neural Networks
Interspeech 2018
KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos
EMNLP 2018
Reusing Neural Speech Representations for Auditory Emotion Recognition
IJCNLP 2017