conftrace_

joint-embedding predictive architecture

5 papers

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Also known as

JEPA

Co-occurring keywords

self-supervised learning (3777) representation learning (6206) variance invariance (1) joint embedding predictive architecture (6) brain dynamics (5) spatiotemporal masking (1) demographic prediction (6) time-series clustering (8) koopman operator (38) joint embedding (59)

Papers

Koopman Invariants as Drivers of Emergent Time-Series Clustering in Joint-Embedding Predictive Architectures AAAI 2026
A Vision Foundation Model for Cataract Surgery Using Joint-Embedding Predictive Architecture MIDL 2025
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning NIPS 2024
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NIPS 2024
Self-Supervised Learning From Images With a Joint-Embedding Predictive Architecture CVPR 2023