Phenomenon-Graph JEPA: Label-Efficient Representation Learning for Contactless Cardiorespiratory Sensing
cs.LG, cs.ET
Submitted: 2026-09-26
Updated: 2026-09-26
Terminology
Sources
- Joint Embeddings Go Temporal
- CF-JEPA: Mask-free forward prediction with asymmetric encoder utilization for time-series representation learning
- CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation
Related papers
- Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
- AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
- Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
- Convergence issues in Relational Concept Analysis based on AOC-posets
- Beliefs Beyond Posteriors: Local-Consistency Optimisation for Bayesian Neural Networks
- Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks