Caroline Uhler

FiGuRO - Intrinsic Dimension Estimation for Multi-Modal Data

CountsDiff: A diffusion model on the natural numbers for generation and imputation of count-based data

Decoupling Shared and Modality-Specific Subspaces in Multimodal Learning via Low-Rank Representation Fine-Tuning

Warped Latent Spaces and Traversal for Chemical Deep Generative Models

An Information Criterion for Controlled Disentanglement of Multimodal Data

Probabilistic Factorial Experimental Design for Combinatorial Interventions