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Joint-Embedding Predictive Architectures

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// recent coverage 2 mentions

04:00

2026-09-01

arxiv.org

machine-learning

Flow-JEPA: Flow Matching for Robust Latent Dynamics in JEPA World Models

Researchers propose Flow-JEPA (F-JEPA), a conditional flow matching dynamics model for JEPA world models that jointly generates future latent states, improving mean success from 86% to 92% under clean…

04:00

2026-07-21

arxiv.org

artificial-intelligence

The JEPA Predictor: A Transferable Operator for Occluded Feature Completion

Researchers show that the frozen predictor from Joint-Embedding Predictive Architectures (JEPAs) can be transferred across encoder families to improve occluded feature completion. In experiments, pair…

// co-occurs with top 8 entities

I-JEPA 1 V-JEPA 1 CLIP 1 DINOv3 1 DINOv2 1 MAE 1 ImageNet-1k 1 Flow-JEPA 1

// topics top 5 topics

artificial intelligence 2 machine learning 2 computer vision 1 large language models 1 ai research 1