variational autoencoders
- A Geometry-Aware Metric for Mode Collapse in Time Series Generative Models
- Generalized and Invariant Single-Neuron In-Vivo Activity Representation Learning
- Information-theoretic Generalization Analysis for VQ-VAEs: A Role of Latent Variables
- Latent Harmony: Synergistic Unified UHD Image Restoration via Latent Space Regularization and Controllable Refinement