Our paper introducing Alternators has been accepted at TMLR. Alternators are a new class of generative models that outperform state-space models, such as Mambas, and diffusion models such as ScoreGrad. Check it out!
Paper: arxiv.org/abs/2405.11848
Code: github.com/vertaix/Alternators
#MLSky #Vertaix

#NewPaper We revisit Shannon's mutual information, highlight its shortcomings, and propose a novel alternative to it, called the Vendi Information Gain (VIG), using the Vendi Score. #InformationTheory #Diversity
By: Quan Nguyen & @adjiboussodieng.bsky.social
Link to paper: arxiv.org/abs/2505.09007

#NewPaper We designed an "algorithmic microscope" & called it the Vendiscope. It is a new companion in the discovery process for scientists across fields and a powerful tool for diagnosing datasets and models for AI researchers. #AlgorithmicMicroscopy

Link to paper: arxiv.org/abs/2502.10828