Completed
Generative Pre-Training
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Understanding I-JEPA: A Non-Generative Approach to Self-Supervised Learning from Images
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro to I-JEPA
- 2 Semantic Image Representations
- 3 Latent Representation
- 4 Invariance Based Pre-Training
- 5 Generative Pre-Training
- 6 What is I-JEPA
- 7 I-JEPA vs. Previous Approaches
- 8 ViT Method
- 9 Sampling Context and Targets
- 10 Prediction and Loss
- 11 Latent Space
- 12 Attention Head
- 13 Evaluation on Image Classification
- 14 Conclusion and Conversation
