Towards Identifiable Representations under Misspecified Structure
cs.LG
Submitted: 2026-09-27
Updated: 2026-09-27
Terminology
Sources
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding
- Nonparametric Partial Disentanglement via Mechanism Sparsity: Sparse Actions, Interventions and Sparse Temporal Dependencies
- A Sparsity Principle for Partially Observable Causal Representation Learning
- Cross-Modal Few-Shot Learning: a Generative Transfer Learning Framework
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