2 papers
cs.CV2025
Which Way from B to A: The role of embedding geometry in image interpolation for Stable Diffusion
Nicholas Karris, Luke Durell, Javier Flores +1
It can be shown that Stable Diffusion has a permutation-invariance property with respect to the rows of Contrastive Language-Image Pretraining (CLIP) embedding matrices. This inspi…
stat.ML2025
Consistency of Feature Attribution in Deep Learning Architectures for Multi-Omics
Daniel Claborne, Javier Flores, Samantha Erwin +4
Machine and deep learning have grown in popularity and use in biological research over the last decade but still present challenges in interpretability of the fitted model. The dev…