DisCoVR learns shared and condition-specific latent representations with two reconstruction paths and an adversarial classifier, achieving stronger disentanglement than prior variational methods on synthetic, image, and single-cell data.
Hallucinating agnostic images to generalize across domains
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Variational Learning of Disentangled Representations
DisCoVR learns shared and condition-specific latent representations with two reconstruction paths and an adversarial classifier, achieving stronger disentanglement than prior variational methods on synthetic, image, and single-cell data.