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Tag: sigreg
9 items with this tag.
Jul 03, 2026
LeNEPA
entity
time-series
self-supervised-learning
latent-space
nepa
sigreg
Jul 03, 2026
LeVLJEPA
entity
jepa
vision-language
self-supervised-learning
sigreg
non-contrastive
Jul 03, 2026
VISReg
entity
vision
jepa
self-supervised-learning
sigreg
anti-collapse
Jul 03, 2026
LeNEPA: No-Augmentation Next-Latent Prediction for Time-Series Representation Learning
time-series
self-supervised-learning
representation-learning
latent-space
nepa
sigreg
Jul 03, 2026
LeVLJEPA: End-to-End Vision-Language Pretraining Without Negatives
jepa
vision-language
self-supervised-learning
sigreg
non-contrastive
dense-features
Jul 03, 2026
VISReg: Variance-Invariance-Sketching Regularization for JEPA training
vision
jepa
self-supervised-learning
representation-learning
sigreg
anti-collapse
distribution-priors
May 27, 2026
When Does LeJEPA Learn a World Model?
jepa
sigreg
world-models
identifiability
self-supervised-learning
May 25, 2026
Self-Teaching Autoencoder
self-supervised-learning
autoencoders
jepa
sigreg
representation-learning
vision
May 18, 2026
LeJEPA: Provable And Scalable Self-Supervised Learning Without The Heuristics
jepa
sigreg
self-supervised-learning