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"

42 / 42 papers shown

Title
ReDDiT: Rehashing Noise for Discrete Visual Generation Tianren Ma Xiaosong Zhang Boyu Yang Junlan Feng QiXiang Ye DiffM 102 0 0 26 May 2025
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models Fengqi Zhu Rongzhen Wang Shen Nie Xiaolu Zhang Chunwei Wu ... Jun Zhou Jianfei Chen Yankai Lin Ji-Rong Wen Chongxuan Li 114 0 0 25 May 2025
Beyond Masked and Unmasked: Discrete Diffusion Models via Partial Masking Chen-Hao Chao Wei-Fang Sun Hanwen Liang Chun-Yi Lee Rahul G. Krishnan DiffM 184 0 0 24 May 2025
Anchored Diffusion Language Model Litu Rout Constantine Caramanis Sanjay Shakkottai 22 0 0 24 May 2025
Discrete Neural Flow Samplers with Locally Equivariant Transformer Zijing Ou Ruixiang Zhang Yingzhen Li 32 0 0 23 May 2025
Variational Autoencoding Discrete Diffusion with Enhanced Dimensional Correlations Modeling Tianyu Xie Shuchen Xue Zijin Feng Tianyang Hu Jiacheng Sun Zhenguo Li Cheng Zhang DiffM 551 0 0 23 May 2025
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning Zebin You Shen Nie Xiaolu Zhang Jun Hu Jun Zhou Zhiwu Lu J. Wen Chongxuan Li MLLM VLM 51 0 0 22 May 2025
Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models Zemin Huang Zhiyang Chen Zijun Wang Tiancheng Li Guo-Jun Qi DiffM LRM AI4CE 58 1 0 15 May 2025
Guide your favorite protein sequence generative model Junhao Xiong Hunter Nisonoff Maria Lukarska Ishan Gaur Luke M. Oltrogge David F. Savage Jennifer Listgarten DiffM 119 1 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 58 2 0 23 Apr 2025
Shushing! Let's Imagine an Authentic Speech from the Silent Video Jiaxin Ye Hongming Shan DiffM VGen 79 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 Subham Sekhar Sahoo Volodymyr Kuleshov DiffM 138 11 0 12 Mar 2025
Preference-Based Alignment of Discrete Diffusion Models Umberto Borso Davide Paglieri Jude Wells Tim Rocktaschel 81 3 0 11 Mar 2025
Effective and Efficient Masked Image Generation Models Zebin You Jingyang Ou Xiaolu Zhang Jun Hu Jun Zhou Chongxuan Li DiffM VLM 76 3 0 10 Mar 2025
Ideas in Inference-time Scaling can Benefit Generative Pre-training Algorithms Jiaming Song Linqi Zhou DiffM 81 1 0 10 Mar 2025
Learning-Order Autoregressive Models with Application to Molecular Graph Generation Zhe Wang Jiaxin Shi N. Heess Arthur Gretton Michalis K. Titsias 63 1 0 07 Mar 2025
Generalized Interpolating Discrete Diffusion Dimitri von Rutte J. Fluri Yuhui Ding Antonio Orvieto Bernhard Scholkopf Thomas Hofmann DiffM 89 1 0 06 Mar 2025
Remasking Discrete Diffusion Models with Inference-Time Scaling Guanghan Wang Yair Schiff Subham Sekhar Sahoo Volodymyr Kuleshov DiffM 102 9 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 148 38 0 14 Feb 2025
Theoretical Benefit and Limitation of Diffusion Language Model Guhao Feng Yihan Geng Jian Guan Wei Wu Liwei Wang Di He DiffM 81 1 0 13 Feb 2025
Enabling Autoregressive Models to Fill In Masked Tokens Daniel Israel Aditya Grover Guy Van den Broeck AI4CE 116 1 0 09 Feb 2025
Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods Oussama Zekri Nicolas Boullé DiffM 95 4 0 03 Feb 2025
Simplified and Generalized Masked Diffusion for Discrete Data Jiaxin Shi Kehang Han Zehao Wang Arnaud Doucet Michalis K. Titsias DiffM 115 80 0 17 Jan 2025
[MASK] is All You Need Vincent Tao Hu Bjorn Ommer DiffM 162 5 0 09 Dec 2024
Beyond Autoregression: Fast LLMs via Self-Distillation Through Time Justin Deschenaux Çağlar Gülçehre 65 3 0 28 Oct 2024
Scaling up Masked Diffusion Models on Text Shen Nie Fengqi Zhu Chao Du Tianyu Pang Qian Liu Guangtao Zeng Min Lin Chongxuan Li AI4CE 89 24 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 Dianbo Sui AI4CE 96 24 0 23 Oct 2024
Distillation of Discrete Diffusion through Dimensional Correlations Satoshi Hayakawa Yuhta Takida Masaaki Imaizumi Hiromi Wakaki Yuki Mitsufuji DiffM 76 3 0 11 Oct 2024
Plug-and-Play Controllable Generation for Discrete Masked Models Wei Guo Yuchen Zhu Molei Tao Yongxin Chen 52 2 0 03 Oct 2024
Informed Correctors for Discrete Diffusion Models Yixiu Zhao Jiaxin Shi Lester W. Mackey Scott W. Linderman Lester Mackey Scott Linderman 61 12 0 30 Jul 2024
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 94 16 0 23 Aug 2023
Score-based Continuous-time Discrete Diffusion Models Haoran Sun Lijun Yu Bo Dai Dale Schuurmans H. Dai DiffM 80 80 0 30 Nov 2022
DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models Zhengfu He Tianxiang Sun Kuan-Chieh Wang Xuanjing Huang Xipeng Qiu DiffM VLM 52 123 0 28 Nov 2022
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 109 576 0 02 Nov 2022
All are Worth Words: A ViT Backbone for Diffusion Models Fan Bao Shen Nie Kaiwen Xue Yue Cao Chongxuan Li Hang Su Jun Zhu VLM 54 334 0 25 Sep 2022
Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning Ting-Li Chen Ruixiang Zhang Geoffrey E. Hinton DiffM 60 300 0 08 Aug 2022
DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 129 1,377 0 02 Jun 2022
Training Compute-Optimal Large Language Models Jordan Hoffmann Sebastian Borgeaud A. Mensch Elena Buchatskaya Trevor Cai ... Karen Simonyan Erich Elsen Jack W. Rae Oriol Vinyals Laurent Sifre AI4TS 116 1,894 0 29 Mar 2022
Structured Denoising Diffusion Models in Discrete State-Spaces Jacob Austin Daniel D. Johnson Jonathan Ho Daniel Tarlow Rianne van den Berg DiffM 100 900 0 07 Jul 2021
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 135 2,307 0 20 Apr 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 262 6,293 0 26 Nov 2020
A Deep and Tractable Density Estimator Benigno Uria Iain Murray Hugo Larochelle BDL 61 191 0 07 Oct 2013