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ItDPDM: Information-Theoretic Discrete Poisson Diffusion Model

8 May 2025

Amit Kumar Singh Yadav

DiffM

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Papers citing "ItDPDM: Information-Theoretic Discrete Poisson Diffusion Model"

36 / 36 papers shown

Title
Learning normalized image densities via dual score matching Florentin Guth Zahra Kadkhodaie Eero P. Simoncelli DiffM 106 0 0 05 Jun 2025
Edge-preserving noise for diffusion models Jente Vandersanden Sascha Holl Xingchang Huang Gurprit Singh DiffM 119 2 0 02 Oct 2024
Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution Aaron Lou Chenlin Meng Stefano Ermon DiffM 100 116 0 25 Oct 2023
Beta Diffusion Mingyuan Zhou Tianqi Chen Zhendong Wang Huangjie Zheng DiffM 95 13 0 14 Sep 2023
Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling Tianqi Chen Mingyuan Zhou DiffM 108 9 0 28 May 2023
Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces Javier E. Santos Z. Fox Nicholas Lubbers Yen Ting Lin DiffM 88 20 0 18 May 2023
Discrete Diffusion Probabilistic Models for Symbolic Music Generation Matthias Plasser S. Peter Gerhard Widmer DiffM MGen 68 11 0 16 May 2023
Diffusion in the Dark: A Diffusion Model for Low-Light Text Recognition Cindy M. Nguyen E. R. Chan Alexander W. Bergman Gordon Wetzstein DiffM 160 23 0 07 Mar 2023
Score-based Continuous-time Discrete Diffusion Models Haoran Sun Lijun Yu Bo Dai Dale Schuurmans H. Dai DiffM 127 87 0 30 Nov 2022
Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation Firas Khader Gustav Mueller-Franzes Soroosh Tayebi Arasteh T. Han Christoph Haarburger ... Johannes Stegmaier Christiane Kuhl S. Nebelung Jakob Nikolas Kather Daniel Truhn DiffM MedIm 180 68 0 07 Nov 2022
Imagen Video: High Definition Video Generation with Diffusion Models Jonathan Ho William Chan Chitwan Saharia Jay Whang Ruiqi Gao ... Diederik P. Kingma Ben Poole Mohammad Norouzi David J. Fleet Tim Salimans VGen 181 1,548 0 05 Oct 2022
Blurring Diffusion Models Emiel Hoogeboom Tim Salimans DiffM 102 82 0 12 Sep 2022
Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problem Brian L. Trippe Jason Yim D. Tischer D. Baker Tamara Broderick Regina Barzilay Tommi Jaakkola DiffM 90 242 0 08 Jun 2022
Torsional Diffusion for Molecular Conformer Generation Bowen Jing Gabriele Corso Jeffrey Chang Regina Barzilay Tommi Jaakkola DiffM BDL 110 276 0 01 Jun 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 543 6,102 0 23 May 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 502 6,941 0 13 Apr 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero Feng Yu Radu Timofte Luc Van Gool DiffM 377 1,436 0 24 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 603 15,845 0 20 Dec 2021
Structured Denoising Diffusion Models in Discrete State-Spaces Jacob Austin Daniel D. Johnson Jonathan Ho Daniel Tarlow Rianne van den Berg DiffM 282 950 0 07 Jul 2021
Variational Diffusion Models Diederik P. Kingma Tim Salimans Ben Poole Jonathan Ho DiffM 220 1,146 0 01 Jul 2021
WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis Nanxin Chen Yu Zhang Heiga Zen Ron J. Weiss Mohammad Norouzi Najim Dehak William Chan DiffM 95 88 0 17 Jun 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 352 8,006 0 11 May 2021
Symbolic Music Generation with Diffusion Models Gautam Mittal Jesse Engel Curtis Hawthorne Ian Simon MGen DiffM 99 194 0 30 Mar 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 359 3,745 0 18 Feb 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 501 6,599 0 26 Nov 2020
DiffWave: A Versatile Diffusion Model for Audio Synthesis Zhifeng Kong Ming-Yu Liu Jiaji Huang Kexin Zhao Bryan Catanzaro DiffM BDL 211 1,471 0 21 Sep 2020
All in the Exponential Family: Bregman Duality in Thermodynamic Variational Inference Rob Brekelmans Vaden Masrani Frank Wood Greg Ver Steeg Aram Galstyan 62 16 0 01 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 985 18,496 0 19 Jun 2020
Estimation in Poisson Noise: Properties of the Conditional Mean Estimator Alex Dytso H. Vincent Poor 55 24 0 09 Nov 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 268 3,971 0 12 Jul 2019
GANSynth: Adversarial Neural Audio Synthesis Jesse Engel Kumar Krishna Agrawal Shuo Chen Ishaan Gulrajani Chris Donahue Adam Roberts 109 393 0 23 Feb 2019
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 331 2,172 0 01 Mar 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 426 11,982 0 11 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 968 133,279 0 12 Jun 2017
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,725 0 18 May 2015
Generalized Bregman Divergence and Gradient of Mutual Information for Vector Poisson Channels Liming Wang M. Rodrigues Lawrence Carin 54 5 0 28 Jan 2013