Information-Theoretic Diffusion

Information-Theoretic Diffusion

7 February 2023

Papers citing "Information-Theoretic Diffusion"

12 / 12 papers shown

Title
Entropic Time Schedulers for Generative Diffusion Models Dejan Stancevic Luca Ambrogioni DiffM OOD 38 0 0 18 Apr 2025
Learning to Match Unpaired Data with Minimum Entropy Coupling Mustapha Bounoua Giulio Franzese Pietro Michiardi 34 0 0 11 Mar 2025
INFO-SEDD: Continuous Time Markov Chains as Scalable Information Metrics Estimators Alberto Foresti Giulio Franzese Pietro Michiardi 65 0 0 26 Feb 2025
Maximum Entropy Reinforcement Learning with Diffusion Policy Xiaoyi Dong Jian Cheng X. Zhang 36 0 0 17 Feb 2025
Conjuring Semantic Similarity Tian Yu Liu Stefano Soatto DiffM 27 0 0 21 Oct 2024
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training Yunshu Wu Yingtao Luo Xianghao Kong Evangelos E. Papalexakis Greg Ver Steeg DiffM 27 2 0 12 Jul 2024
CPR: Retrieval Augmented Generation for Copyright Protection Aditya Golatkar Alessandro Achille L. Zancato Yu-Xiang Wang Ashwin Swaminathan Stefano Soatto DiffM 27 16 0 27 Mar 2024
Understanding Diffusion Models by Feynman's Path Integral Yuji Hirono A. Tanaka Kenji Fukushima DiffM 27 6 0 17 Mar 2024
MINDE: Mutual Information Neural Diffusion Estimation Giulio Franzese Mustapha Bounoua Pietro Michiardi DiffM 8 7 0 13 Oct 2023
Interpretable Diffusion via Information Decomposition Xianghao Kong Ollie Liu Han Li Dani Yogatama Greg Ver Steeg 16 18 0 12 Oct 2023
Training Data Protection with Compositional Diffusion Models Aditya Golatkar Alessandro Achille A. Swaminathan Stefano Soatto DiffM 17 11 0 02 Aug 2023
On the Mathematics of Diffusion Models David A. McAllester DiffM 16 9 0 25 Jan 2023