conftrace_

dimensional collapse

7 papers

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Co-occurring keywords

self-supervised learning (3777) representation learning (6206) contrastive learning (4032) orthogonality regularization (9) graph contrastive learning (112) feature decorrelation (18) infonce loss (12) prediction head (3) data-efficient reinforcement learning (5) orthogonal regularization (14)

Papers

HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms WACV 2025
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization NIPS 2024
Graph Contrastive Learning with Group Whitening ACML 2023
BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning ACML 2023
The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning NIPS 2022
How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders NIPS 2022
On Feature Decorrelation in Self-Supervised Learning ICCV 2021