Categorical Flow Matching on Statistical Manifolds

Categorical Flow Matching on Statistical Manifolds

26 May 2024

Papers citing "Categorical Flow Matching on Statistical Manifolds"

14 / 14 papers shown

Title
$α$ -Flow: A Unified Framework for Continuous-State Discrete Flow Matching Models Chaoran Cheng Jiahan Li Jiajun Fan Ge Liu 21 0 0 14 Apr 2025
Bayesian Flow Is All You Need to Sample Out-of-Distribution Chemical Spaces Nianze Tao OOD OODD BDL 93 0 0 16 Dec 2024
Exploring Discrete Flow Matching for 3D De Novo Molecule Generation Ian Dunn D. Koes 71 4 0 25 Nov 2024
Wasserstein Flow Matching: Generative modeling over families of distributions D. Haviv Aram-Alexandre Pooladian D. Pe’er Brandon Amos OOD 27 0 0 01 Nov 2024
Training Free Guided Flow Matching with Optimal Control Luran Wang Chaoran Cheng Yizhen Liao Yanru Qu Ge Liu 31 1 0 23 Oct 2024
DFM: Interpolant-free Dual Flow Matching Denis A. Gudovskiy Tomoyuki Okuno Yohei Nakata AI4CE 27 0 0 11 Oct 2024
Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction Jarrid Rector-Brooks Mohsin Hasan Zhangzhi Peng Zachary Quinn Chenghao Liu ... Michael Bronstein Yoshua Bengio Pranam Chatterjee Alexander Tong Avishek Joey Bose DiffM 37 4 0 10 Oct 2024
Dirichlet Flow Matching with Applications to DNA Sequence Design Hannes Stärk Bowen Jing Chenyu Wang Gabriele Corso Bonnie Berger Regina Barzilay Tommi Jaakkola BDL 36 45 0 08 Feb 2024
Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design Andrew Campbell Jason Yim Regina Barzilay Tom Rainforth Tommi Jaakkola AI4CE 60 96 0 07 Feb 2024
On Closed-Form Expressions for the Fisher-Rao Distance Henrique K. Miyamoto Fábio C. C. Meneghetti Julianna Pinele Sueli I. R. Costa 34 13 0 28 Apr 2023
Matching Normalizing Flows and Probability Paths on Manifolds Heli Ben-Hamu Samuel N. Cohen Joey Bose Brandon Amos Aditya Grover Maximilian Nickel Ricky T. Q. Chen Y. Lipman 47 39 0 11 Jul 2022
A Continuous Time Framework for Discrete Denoising Models Andrew Campbell Joe Benton Valentin De Bortoli Tom Rainforth George Deligiannidis Arnaud Doucet DiffM 172 68 0 30 May 2022
Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions Emiel Hoogeboom Didrik Nielsen P. Jaini Patrick Forré Max Welling DiffM 191 392 0 10 Feb 2021
Minibatch optimal transport distances; analysis and applications Kilian Fatras Younes Zine Szymon Majewski Rémi Flamary Rémi Gribonval Nicolas Courty OT 61 53 0 05 Jan 2021