Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data

6 June 2024

Zhenguo Li

Papers citing "Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data"

26 / 26 papers shown

Title
Guide your favorite protein sequence generative model Junhao Xiong Hunter Nisonoff Ishan Gaur Jennifer Listgarten DiffM 35 0 0 07 May 2025
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Ruixiang Zhang Shuangfei Zhai Yizhe Zhang James Thornton Zijing Ou Joshua M. Susskind Navdeep Jaitly DiffM 23 0 0 23 Apr 2025
Shushing! Let's Imagine an Authentic Speech from the Silent Video Jiaxin Ye Hongming Shan DiffM VGen 49 1 0 19 Mar 2025
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models Marianne Arriola Aaron Gokaslan Justin T Chiu Zhihan Yang Zhixuan Qi Jiaqi Han S. Sahoo Volodymyr Kuleshov DiffM 50 3 0 12 Mar 2025
Preference-Based Alignment of Discrete Diffusion Models Umberto Borso Davide Paglieri Jude Wells Tim Rocktaschel 53 1 0 11 Mar 2025
Ideas in Inference-time Scaling can Benefit Generative Pre-training Algorithms Jiaming Song Linqi Zhou DiffM 50 0 0 10 Mar 2025
Effective and Efficient Masked Image Generation Models Zebin You Jingyang Ou Xiaolu Zhang Jun Hu Jun Zhou Chongxuan Li DiffM VLM 49 1 0 10 Mar 2025
Learning-Order Autoregressive Models with Application to Molecular Graph Generation Zhe Wang Jiaxin Shi N. Heess A. Gretton Michalis K. Titsias 41 0 0 07 Mar 2025
Generalized Interpolating Discrete Diffusion Dimitri von Rutte J. Fluri Yuhui Ding Antonio Orvieto Bernhard Scholkopf Thomas Hofmann DiffM 51 0 0 06 Mar 2025
Remasking Discrete Diffusion Models with Inference-Time Scaling Guanghan Wang Yair Schiff S. Sahoo Volodymyr Kuleshov DiffM 32 2 0 01 Mar 2025
Large Language Diffusion Models Shen Nie Fengqi Zhu Zebin You Xiaolu Zhang Jingyang Ou Jun Hu Jun Zhou Yankai Lin Ji-Rong Wen Chongxuan Li 68 12 0 14 Feb 2025
Theoretical Benefit and Limitation of Diffusion Language Model Guhao Feng Yihan Geng Jian-Yu Guan Wei Yu Wu Liwei Wang Di He DiffM 36 0 0 13 Feb 2025
Enabling Autoregressive Models to Fill In Masked Tokens Daniel Israel Aditya Grover Guy Van den Broeck AI4CE 41 1 0 09 Feb 2025
Simplified and Generalized Masked Diffusion for Discrete Data Jiaxin Shi Kehang Han Z. Wang Arnaud Doucet Michalis K. Titsias DiffM 61 61 0 17 Jan 2025
[MASK] is All You Need Vincent Tao Hu Bjorn Ommer DiffM 130 2 0 09 Dec 2024
Beyond Autoregression: Fast LLMs via Self-Distillation Through Time Justin Deschenaux Çağlar Gülçehre 24 2 0 28 Oct 2024
Scaling up Masked Diffusion Models on Text Shen Nie Fengqi Zhu Chao Du Tianyu Pang Qian Liu Guangtao Zeng Min-Bin Lin Chongxuan Li AI4CE 23 13 0 24 Oct 2024
Scaling Diffusion Language Models via Adaptation from Autoregressive Models Shansan Gong Shivam Agarwal Yizhe Zhang Jiacheng Ye Lin Zheng ... Peilin Zhao W. Bi Jiawei Han Hao Peng Lingpeng Kong AI4CE 41 14 0 23 Oct 2024
Distillation of Discrete Diffusion through Dimensional Correlations Satoshi Hayakawa Yuhta Takida Masaaki Imaizumi Hiromi Wakaki Yuki Mitsufuji DiffM 48 0 0 11 Oct 2024
Plug-and-Play Controllable Generation for Discrete Masked Models Wei Guo Yuchen Zhu Molei Tao Yongxin Chen 24 1 0 03 Oct 2024
Informed Correctors for Discrete Diffusion Models Yixiu Zhao Jiaxin Shi Lester W. Mackey Scott W. Linderman Lester Mackey Scott Linderman 25 9 0 30 Jul 2024
Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models Fan Bao Chendong Xiang Gang Yue Guande He Hongzhou Zhu Kaiwen Zheng Min Zhao Shilong Liu Yaole Wang Jun Zhu VGen 107 50 0 07 May 2024
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 34 14 0 23 Aug 2023
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale Fan Bao Shen Nie Kaiwen Xue Chongxuan Li Shiliang Pu Yaole Wang Gang Yue Yue Cao Hang Su Jun Zhu DiffM 188 102 0 12 Mar 2023
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