Alex Open Research Wiki

Tag: self-supervised-learning

24 items with this tag.

Jul 13, 2026
Towards a General Intelligence and Interface for Wearable Health Data
Jul 10, 2026
Distribution Priors In Self-Supervised Learning
Jul 10, 2026
Self-Supervised Representation Learning
- self-supervised-learning
- representation-learning
Jul 03, 2026
LeNEPA
Jul 03, 2026
LeVLJEPA
Jul 03, 2026
VISReg
Jul 03, 2026
LeNEPA: No-Augmentation Next-Latent Prediction for Time-Series Representation Learning
Jul 03, 2026
LeVLJEPA: End-to-End Vision-Language Pretraining Without Negatives
Jul 03, 2026
VISReg: Variance-Invariance-Sketching Regularization for JEPA training
Jun 15, 2026
S4L: Self-Supervised Semi-Supervised Learning
Jun 14, 2026
Learn From Your Own Latents And Not From Tokens: A Sample-Complexity Theory
Jun 12, 2026
AI Must Embrace Specialization via Superhuman Adaptable Intelligence
May 27, 2026
When Does LeJEPA Learn a World Model?
May 25, 2026
leAutoencoder
May 25, 2026
Self-Teaching Autoencoder
May 18, 2026
Self-supervised Audio Teacher-Student Transformer for Both Clip-level and Frame-level Tasks
May 18, 2026
A Cookbook of Self-Supervised Learning
May 18, 2026
DINOv3
- vision
- self-supervised-learning
May 18, 2026
Guillotine Regularization
May 18, 2026
The Hidden Uniform Cluster Prior in Self-Supervised Learning
May 18, 2026
Joint Embedding Predictive Architectures Focus on Slow Features
May 18, 2026
LeJEPA: Provable And Scalable Self-Supervised Learning Without The Heuristics
May 18, 2026
Next-Embedding Prediction Makes Strong Vision Learners
May 18, 2026
T-Rep: Representation Learning for Time Series using Time-Embeddings

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