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Representation Learning Courses

Transfer Learning, Covariant Learning and Parallel Transport
Institut des Hautes Etudes Scientifiques (IHES) via YouTube
Representation Learning for Quantum Systems
ICTP Condensed Matter and Statistical Physics via YouTube
Foundations for Feature Learning via Gradient Descent
USC Probability and Statistics Seminar via YouTube
DeepWalk: Online Learning of Social Representations
Association for Computing Machinery (ACM) via YouTube
Group Equivariant Sparse Coding
Conference GSI via YouTube
Representation and Metric Learning Advances for Face and Speaker Biometric Systems
Center for Language & Speech Processing(CLSP), JHU via YouTube
Deep Learning of Generative Models - 2014
Center for Language & Speech Processing(CLSP), JHU via YouTube
A Neurosymbolic AI Approach to Scene Understanding
AI Institute at UofSC - #AIISC via YouTube
ReFT: Representation Finetuning for Language Models Explained
Unify via YouTube
AutoML Towards Deep Learning: Optimizing Neural Architectures and Hyperparameters
Toronto Machine Learning Series (TMLS) via YouTube
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