Diffusion on the Probability Simplex

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Diffusion on the Probability Simplex

5 September 2023

Thorsteinn Jonsson

Eric Zhengyu Zhu

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Papers citing "Diffusion on the Probability Simplex"

7 / 7 papers shown

Title
Simplex-to-Euclidean Bijections for Categorical Flow Matching Bernardo Williams Victor M. Yeom-Song M. Hartmann Arto Klami 129 0 0 31 Oct 2025
Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach Haoxuan Chen Yinuo Ren Martin Renqiang Min Lexing Ying Zachary Izzo DiffM MedIm 345 11 0 04 Jun 2025
Fast Solvers for Discrete Diffusion Models: Theory and Applications of High-Order Algorithms Yinuo Ren Haoxuan Chen Yuchen Zhu Wei Guo Yongxin Chen Grant M. Rotskoff Molei Tao Lexing Ying DiffM 296 25 0 01 Feb 2025
How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral FrameworkInternational Conference on Learning Representations (ICLR), 2024 Yinuo Ren Haoxuan Chen Grant M. Rotskoff Lexing Ying 263 25 0 04 Oct 2024
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models Hunter Nisonoff Junhao Xiong Stephan Allenspach Jennifer Listgarten 471 82 0 03 Jun 2024
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time ComplexityNeural Information Processing Systems (NeurIPS), 2024 Haoxuan Chen Yinuo Ren Lexing Ying Grant M. Rotskoff 275 36 0 24 May 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 402 85 0 08 Feb 2024