Department of Computer Science, University of Texas at Austin; Electrical Engineering and Computer Science, University of California, Berkeley; Department of ECE, University of Texas at Austin; Electrical Engineering and Computer Science, Massachusetts Institute of Technology
Giannis Daras, Yuval Dagan, Alex Dimakis, Constantinos Daskalakis
diffusion models;sampling drift;Fokker-Planck;invariances;Stochastic Differential Equations;Martingales
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent