SiamJEPA: On the Role of Siamese Student Encoders in JEPA
Paper • 2607.04044 • Published
JEPA
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CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation
Paper • 2608.12944 • Published • 2 -
JEPA-Anything: Learning Predictive Models across Different Worlds
Paper • 2609.20800 • Published • 44 -
Anisotropic Representations Improve Planning in JEPA World Models
Paper • 2609.37441 • Published • 24 -
Tactile-JEPA: Topology-Aware Self-Supervised Representation Learning for Distributed Tactile Sensors
Paper • 2609.24385 • Published • 16 -
D-JEPA: A Decision-Aligned Latent World Model
Paper • 2609.24749 • Published • 6 -
PDE-JEPA: Predictive Representation Learning of Latent Dynamics Modeling for Parametric PDEs
Paper • 2609.34715 • Published • 26 -
RSI-Anything: Unlocking Recursive Self-Improvement with World Models
Paper • 2610.13912 • Published • 37 -
Slot-JEPA: Object-Structured Prediction Interfaces for Latent World Models
Paper • 2610.28074 • Published • 5 -
Predictive Closure: A Set-Level Characterization of JEPA's Feature Selection
Paper • 2610.27364 • Published • 3 -
Does LeWorldModel Preserve Local Action Geometry?
Paper • 2610.31716 • Published • 29