sp26-cs639 cs639
Practice Questions: Self-Supervised Learning & Scaling Laws Practice Questions: Self-Supervised Learning & Scaling Laws
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Sign in to read1. Pretext Task Design [pretext-tasks]
2. Contrastive Learning Objective [contrastive-learning]
3. InfoNCE Loss Computation [InfoNCE, computational]
4. SimCLR Pipeline [SimCLR]
5. Teacher-Student and EMA Updates [teacher-student, computational]
6. Chinchilla Scaling Laws [scaling-laws]
7. Skill-Dependent Compute Optima [scaling-laws, comparative]
8. Skilllet / Curriculum Learning [curriculum-learning, constraint-recognition]