Machine Learning Trivializing Maps: A First Step Towards Understanding How Flow-Based Samplers Scale Up

31 December 2021

Papers citing "Machine Learning Trivializing Maps: A First Step Towards Understanding How Flow-Based Samplers Scale Up"

3 / 3 papers shown

Title
Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories K. Nicoli Christopher J. Anders T. Hartung K. Jansen Pan Kessel Shinichi Nakajima 24 22 0 27 Feb 2023
Comparative Study of Coupling and Autoregressive Flows through Robust Statistical Tests A. Coccaro Marco Letizia H. Reyes-González Riccardo Torre OOD 30 5 0 23 Feb 2023
Path-Gradient Estimators for Continuous Normalizing Flows Lorenz Vaitl K. Nicoli Shinichi Nakajima Pan Kessel 14 13 0 17 Jun 2022