v1v2v3 (latest)

Structured Denoising Diffusion Models in Discrete State-Spaces

7 July 2021

Papers citing "Structured Denoising Diffusion Models in Discrete State-Spaces"

50 / 648 papers shown

Title
Anchored Diffusion Language Model Litu Rout Constantine Caramanis Sanjay Shakkottai 67 0 0 24 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 409 0 0 24 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 779 0 0 23 May 2025
Discrete Neural Flow Samplers with Locally Equivariant Transformer Zijing Ou Ruixiang Zhang Yingzhen Li 79 0 0 23 May 2025
A collaborative constrained graph diffusion model for the generation of realistic synthetic molecules Manuel Ruiz-Botella Marta Sales-Pardo Roger Guimerà 22 0 0 22 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 112 2 0 22 May 2025
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models Alessandro Favero Antonio Sclocchi Matthieu Wyart DiffM 79 0 0 22 May 2025
Learning Flexible Forward Trajectories for Masked Molecular Diffusion Hyunjin Seo Taewon Kim Sihyun Yu SungSoo Ahn DiffM AI4CE 172 0 0 22 May 2025
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective Siyue Zhang Yilun Zhao Liyuan Geng Arman Cohan Anh Tuan Luu Chen Zhao 55 1 0 21 May 2025
Steering Generative Models with Experimental Data for Protein Fitness Optimization Jason Yang Wenda Chu Daniel Khalil Raul Astudillo Bruce J. Wittmann Frances H. Arnold Yisong Yue 115 2 0 21 May 2025
MMaDA: Multimodal Large Diffusion Language Models Ling Yang Ye Tian Bowen Li Xinchen Zhang Ke Shen Yunhai Tong Mengdi Wang VLM LRM 139 6 0 21 May 2025
dKV-Cache: The Cache for Diffusion Language Models Xinyin Ma Runpeng Yu Gongfan Fang Xinchao Wang DiffM 103 3 0 21 May 2025
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives Xingxing Weng Chao Pang Gui-Song Xia VLM 112 0 0 20 May 2025
dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching Zhiyuan Liu Yicun Yang Y. Zhang Junjie Chen Chang Zou Qingyuan Wei S. Wang Linfeng Zhang AI4CE 23 3 0 17 May 2025
Space Group Equivariant Crystal Diffusion Rees Chang Angela Pak Alex Guerra Ni Zhan Nick Richardson Elif Ertekin Ryan P. Adams 57 0 0 16 May 2025
Pharmacophore-Conditioned Diffusion Model for Ligand-Based De Novo Drug Design Amira Alakhdar Barnabas Poczos Newell Washburn 63 0 0 15 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 101 2 0 15 May 2025
Insertion Language Models: Sequence Generation with Arbitrary-Position Insertions Dhruvesh Patel Aishwarya Sahoo Avinash Amballa Tahira Naseem Tim G. J. Rudner Andrew McCallum KELM 128 0 0 09 May 2025
Denoising Diffusion Probabilistic Models for Coastal Inundation Forecasting Kazi Ashik Islam Zakaria Mehrab Mahantesh Halappanavar H. Mortveit Sridhar Katragadda Jon Derek Loftis Madhav V. Marathe DiffM AI4CE 72 0 0 08 May 2025
ItDPDM: Information-Theoretic Discrete Poisson Diffusion Model Sagnik Bhattacharya Abhiram Gorle Ahmed Mohsin Ahsan Bilal Connor Ding Amit Kumar Singh Yadav DiffM 217 1 0 08 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 235 2 0 07 May 2025
DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Zixiao Wang Wenqian Zhao Yunheng Shen Yang Bai Guojin Chen Farzan Farnia Bei Yu 91 0 0 07 May 2025
Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling Javier E. Santos Agnese Marcato Roman Colman Nicholas Lubbers Yen Ting Lin 207 0 0 03 May 2025
Capturing Conditional Dependence via Auto-regressive Diffusion Models Xunpeng Huang Yujin Han Difan Zou Yian Ma Tong Zhang DiffM 104 0 0 30 Apr 2025
Q-Fusion: Diffusing Quantum Circuits Collin Beaudoin Swaroop Ghosh 54 0 0 29 Apr 2025
ADiff4TPP: Asynchronous Diffusion Models for Temporal Point Processes Amartya Mukherjee Ruizhi Deng He Zhao Yuzhen Mao Leonid Sigal Frederick Tung DiffM AI4TS 107 0 0 29 Apr 2025
DDPS: Discrete Diffusion Posterior Sampling for Paths in Layered Graphs Hao Luan See-Kiong Ng Chun Kai Ling 100 1 0 29 Apr 2025
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis Haroui Ma Francesco Quinzan Theresa Willem Stefan Bauer 129 0 0 28 Apr 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 96 3 0 23 Apr 2025
Distilling semantically aware orders for autoregressive image generation Rishav Pramanik Antoine Poupon Juan A. Rodriguez Masih Aminbeidokhti David Vazquez Christopher Pal Zhaozheng Yin M. Pedersoli 78 0 0 23 Apr 2025
Planning with Diffusion Models for Target-Oriented Dialogue Systems Hanwen Du Bo Peng Xia Ning 74 0 0 23 Apr 2025
Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Vaishnavh Nagarajan Chen Henry Wu Charles Ding Aditi Raghunathan 119 0 0 21 Apr 2025
d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning Siyan Zhao Devaansh Gupta Qinqing Zheng Aditya Grover DiffM LRM AI4CE 147 9 0 16 Apr 2025
Elucidating the Design Space of Multimodal Protein Language Models Cheng-Yen Hsieh Xinze Wang Daiheng Zhang Dongyu Xue Fei Ye Shujian Huang Zaixiang Zheng Quanquan Gu 93 1 0 15 Apr 2025
$α$ -Flow: A Unified Framework for Continuous-State Discrete Flow Matching Models Chaoran Cheng Jiahan Li Jiajun Fan Ge Liu 57 0 0 14 Apr 2025
PRISM: Probabilistic Representation for Integrated Shape Modeling and Generation Lei Cheng Mahdi Saleh Qing Cheng Lu Sang Hongli Xu Daniel Cremers F. Tombari 44 0 0 06 Apr 2025
Multi-fidelity Parameter Estimation Using Conditional Diffusion Models Caroline Tatsuoka Minglei Yang Dongbin Xiu Guannan Zhang DiffM 117 2 0 02 Apr 2025
Neural Approaches to SAT Solving: Design Choices and Interpretability David Mojžíšek Jan Hůla Ziwei Li Ziyu Zhou Mikoláš Janota AAML NAI 69 0 0 01 Apr 2025
StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion Jin Zhou Yi Zhou Pengfei Xu Hui Huang DiffM 131 0 0 31 Mar 2025
Biologically Inspired Spiking Diffusion Model with Adaptive Lateral Selection Mechanism Linghao Feng Dongcheng Zhao Sicheng Shen Yi Zeng 122 0 0 31 Mar 2025
Simple and Critical Iterative Denoising: A Recasting of Discrete Diffusion in Graph Generation Yoann Boget DiffM 170 0 0 27 Mar 2025
Unified Multimodal Discrete Diffusion Alexander Swerdlow Mihir Prabhudesai Siddharth Gandhi Deepak Pathak Katerina Fragkiadaki DiffM 125 8 0 26 Mar 2025
PCM : Picard Consistency Model for Fast Parallel Sampling of Diffusion Models Junhyuk So Jiwoong Shin Chaeyeon Jang Eunhyeok Park DiffM 121 0 0 25 Mar 2025
IgCraft: A versatile sequence generation framework for antibody discovery and engineering Matthew Greenig Haowen Zhao Vladimir Radenkovic Aubin Ramon Pietro Sormanni 133 2 0 25 Mar 2025
DiffGED: Computing Graph Edit Distance via Diffusion-based Graph Matching Wei-Ping Huang Hanchen Wang Dong Wen Wenjie Zhang Yanzhe Zhang Xuemin Lin 51 1 0 24 Mar 2025
An Image-like Diffusion Method for Human-Object Interaction Detection Xiaofei Hui Haoxuan Qu Hossein Rahmani Jun Liu DiffM 126 0 0 23 Mar 2025
LZMidi: Compression-Based Symbolic Music Generation Connor Ding Abhiram Gorle Sagnik Bhattacharya Divija Hasteer Naomi Sagan Tsachy Weissman 81 1 0 22 Mar 2025
Gumbel-Softmax Flow Matching with Straight-Through Guidance for Controllable Biological Sequence Generation Sophia Tang Yinuo Zhang Alexander Tong Pranam Chatterjee 109 5 0 21 Mar 2025
Shushing! Let's Imagine an Authentic Speech from the Silent Video Jiaxin Ye Hongming Shan DiffM VGen 116 1 0 19 Mar 2025
Data augmentation using diffusion models to enhance inverse Ising inference Yechan Lim Sangwon Lee Junghyo Jo DiffM 80 0 0 13 Mar 2025