Alex Open Research Wiki

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

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