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Contrastive Learning Courses

Stanford Seminar - Audio Research: Transformers for Applications in Audio, Speech and Music
Stanford University via YouTube
How to Represent Part-Whole Hierarchies in a Neural Network - Geoff Hinton's Paper Explained
Yannic Kilcher via YouTube
OpenAI CLIP - Connecting Text and Images - Paper Explained
Aleksa Gordić - The AI Epiphany via YouTube
Learning Compact Representation with Less Labeled Data from Sensors
tinyML via YouTube
Human Activity Recognition - Learning with Less Labels and Privacy Preservation
University of Central Florida via YouTube
Robust Pre-Training by Adversarial Contrastive Learning - CAP6412 Spring 2021
University of Central Florida via YouTube
Adversarial Self-Supervised Contrastive Learning
University of Central Florida via YouTube
Contrastive Learning with Adversarial Examples - Spring 2021
University of Central Florida via YouTube
Self-Supervision & Contrastive Frameworks - A Vision-Based Review
Stanford University via YouTube
Toward Generalizable Embodied AI for Machine Autonomy
Bolei Zhou via YouTube
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