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Theoretical guarantees in KL for Diffusion Flow Matching

Theoretical guarantees in KL for Diffusion Flow Matching

12 September 2024
Marta Gentiloni Silveri
Giovanni Conforti
Alain Durmus
ArXivPDFHTML

Papers citing "Theoretical guarantees in KL for Diffusion Flow Matching"

3 / 3 papers shown
Title
Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-distance
Marta Gentiloni-Silveri
Antonio Ocello
28
2
0
04 Jan 2025
Local Flow Matching Generative Models
Local Flow Matching Generative Models
Chen Xu
Xiuyuan Cheng
Yao Xie
39
0
0
03 Jan 2025
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs
  Theory
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory
T. Chen
Guan-Horng Liu
Evangelos A. Theodorou
DiffM
OT
170
160
0
21 Oct 2021
1