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Tag: self-supervised-learning
14 items with this tag.
May 27, 2026
When Does LeJEPA Learn a World Model?
jepa
sigreg
world-models
identifiability
self-supervised-learning
May 27, 2026
Distribution Priors In Self-Supervised Learning
self-supervised-learning
representation-learning
distribution-priors
class-imbalance
May 27, 2026
Self-Supervised Representation Learning
self-supervised-learning
representation-learning
May 25, 2026
leAutoencoder
entity
autoencoders
self-supervised-learning
jepa
vision
May 25, 2026
Self-Teaching Autoencoder
self-supervised-learning
autoencoders
jepa
sigreg
representation-learning
vision
May 18, 2026
Self-supervised Audio Teacher-Student Transformer for Both Clip-level and Frame-level Tasks
audio
self-supervised-learning
teacher-student
transformers
May 18, 2026
A Cookbook of Self-Supervised Learning
self-supervised-learning
survey
representation-learning
May 18, 2026
DINOv3
vision
self-supervised-learning
May 18, 2026
Guillotine Regularization
self-supervised-learning
representation-learning
projectors
transfer-learning
May 18, 2026
The Hidden Uniform Cluster Prior in Self-Supervised Learning
self-supervised-learning
representation-learning
distribution-priors
class-imbalance
collapse
May 18, 2026
Joint Embedding Predictive Architectures Focus on Slow Features
jepa
self-supervised-learning
world-models
slow-features
representation-learning
May 18, 2026
LeJEPA: Provable And Scalable Self-Supervised Learning Without The Heuristics
jepa
sigreg
self-supervised-learning
May 18, 2026
Next-Embedding Prediction Makes Strong Vision Learners
vision
predictive-learning
self-supervised-learning
May 18, 2026
T-Rep: Representation Learning for Time Series using Time-Embeddings
time-series
representation-learning
self-supervised-learning
time-embeddings