Posts tagged “self-supervised learning”

1. CPC: Representation Learning with Contrastive Predictive Coding
   November 23, 2021·self-supervised learningspeech

   Notes on Representation Learning with Contrastive Predictive Coding (CPC) by Aaron van den Oord, Yazhe Li and Oriol Vinyals.

2. Self-Supervised Visual Representation Learning
   November 20, 2021·self-supervised learningcomputer vision

   This post consolidates several literature summaries from the field of self-supervised visual representation learning.

3. Jabri, Owens and Efros (2020) Space-Time Correspondence as a Contrastive Random Walk
   March 31, 2021·reading groupself-supervised learningcomputer vision

   I discussed Jabri, Owens and Efros (2020) Space-Time Correspondence as a Contrastive Random Walk published at NeurIPS at the March 31st session of the PINLab Reading Group.

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