Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces

Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces

18 May 2023

Javier E. Santos

Nicholas Lubbers

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Papers citing "Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces"

12 / 12 papers shown

Title
Overcoming Dimensional Factorization Limits in Discrete Diffusion Models through Quantum Joint Distribution Learning Chuangtao Chen Qinglin Zhao Mengchu Zhou Dusit Niyato Zhimin He Haozhen Situ DiffM 240 0 0 01 Jul 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 96 2 0 04 Jun 2025
ReDDiT: Rehashing Noise for Discrete Visual Generation Tianren Ma Xiaosong Zhang Boyu Yang Junlan Feng QiXiang Ye DiffM 132 0 0 26 May 2025
ItDPDM: Information-Theoretic Discrete Poisson Diffusion Model Sagnik Bhattacharya Abhiram Gorle Ahmed Mohsin Ahsan Bilal Connor Ding Amit Kumar Singh Yadav DiffM 238 1 0 08 May 2025
Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling Javier E. Santos Agnese Marcato Roman Colman Nicholas Lubbers Yen Ting Lin 216 0 0 03 May 2025
Blackout DIFUSCO Jun Pyo Seo 103 0 0 05 Feb 2025
Simplified and Generalized Masked Diffusion for Discrete Data Jiaxin Shi Kehang Han Zehao Wang Arnaud Doucet Michalis K. Titsias DiffM 229 105 0 17 Jan 2025
How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework Yinuo Ren Haoxuan Chen Grant M. Rotskoff Lexing Ying 117 9 0 04 Oct 2024
Informed Correctors for Discrete Diffusion Models Yixiu Zhao Jiaxin Shi F. Chen Shaul Druckmann Lester W. Mackey Scott W. Linderman 150 15 0 30 Jul 2024
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models Hunter Nisonoff Junhao Xiong Stephan Allenspach Jennifer Listgarten 165 44 0 03 Jun 2024
Categorical Flow Matching on Statistical Manifolds Chaoran Cheng Jiahan Li Jian-wei Peng Ge Liu 170 11 0 26 May 2024
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hyung Jin Chang Hubert P. H. Shum DiffM 194 57 0 07 Jun 2023