Second Brain

Tag: representation_learning

11 items with this tag.

Feb 10, 2025
From Pixels to Components - Eigenvector Masking for Visual Representation Learning
Jan 01, 2025
Should we separate semantics and pose?
Jun 06, 2023
Learning Representations on the Unit Sphere - Investigating Angular Gaussian and von Mises-Fisher Distributions for Online Continual Learning
Apr 24, 2023
A Cookbook of Self-Supervised Learning
Feb 14, 2023
Self-supervised learning of Split Invariant Equivariant representations
Sep 29, 2022
Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations
Jul 07, 2022
Equivariant Representation Learning via Class-Pose Decomposition
Jun 27, 2022
Guillotine Regularization - Why removing layers is needed to improve generalization in Self-Supervised Learning
Jun 03, 2022
On the duality between contrastive and non-contrastive self-supervised learning
May 20, 2020
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere
May 03, 2019
Scaling and Benchmarking Self-Supervised Visual Representation Learning
- ssl
- representation_learning

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