Structured Denoising Diffusion Models in Discrete State-Spaces

7 July 2021

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

50 / 583 papers shown

Title
Space Group Equivariant Crystal Diffusion Rees Chang Angela Pak Alex Guerra Ni Zhan Nick Richardson Elif Ertekin Ryan P. Adams 19 0 0 16 May 2025
Pharmacophore-Conditioned Diffusion Model for Ligand-Based De Novo Drug Design Amira Alakhdar Barnabás Póczos Newell Washburn 19 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 23 0 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 47 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 42 0 0 08 May 2025
Overcoming Dimensional Factorization Limits in Discrete Diffusion Models through Quantum Joint Distribution Learning Chuangtao Chen Qinglin Zhao Mengchu Zhou Zhimin He Haozhen Situ DiffM 46 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 Tsachy Weissman DiffM 45 0 0 08 May 2025
Guide your favorite protein sequence generative model Junhao Xiong Hunter Nisonoff Ishan Gaur Jennifer Listgarten DiffM 56 0 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 30 0 0 07 May 2025
Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling Javier E. Santos Agnese Marcato Roman Colman Nicholas Lubbers Yen Ting Lin 42 0 0 03 May 2025
Capturing Conditional Dependence via Auto-regressive Diffusion Models Xunpeng Huang Yujin Han Difan Zou Yian Ma Tong Zhang DiffM 61 0 0 30 Apr 2025
DDPS: Discrete Diffusion Posterior Sampling for Paths in Layered Graphs Hao Luan See-Kiong Ng Chun Kai Ling 52 0 0 29 Apr 2025
Q-Fusion: Diffusing Quantum Circuits Collin Beaudoin Swaroop Ghosh 29 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 53 0 0 29 Apr 2025
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis Haroui Ma Francesco Quinzan Theresa Willem Stefan Bauer 76 0 0 28 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 31 0 0 23 Apr 2025
Planning with Diffusion Models for Target-Oriented Dialogue Systems Hanwen Du B. Peng Xia Ning 25 0 0 23 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 35 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 36 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 42 2 0 16 Apr 2025
Elucidating the Design Space of Multimodal Protein Language Models Cheng-Yen Hsieh Qing Guo Daiheng Zhang Dongyu Xue Fei Ye Shujian Huang Zaixiang Zheng Quanquan Gu 34 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 31 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 23 0 0 06 Apr 2025
Multi-fidelity Parameter Estimation Using Conditional Diffusion Models Caroline Tatsuoka Minglei Yang Dongbin Xiu Guannan Zhang DiffM 46 1 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 36 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 62 0 0 31 Mar 2025
Biologically Inspired Spiking Diffusion Model with Adaptive Lateral Selection Mechanism Linghao Feng Dongcheng Zhao Sicheng Shen Yi Zeng 67 0 0 31 Mar 2025
Critical Iterative Denoising: A Discrete Generative Model Applied to Graphs Yoann Boget Alexandros Kalousis DiffM 61 0 0 27 Mar 2025
Unified Multimodal Discrete Diffusion Alexander Swerdlow Mihir Prabhudesai Siddharth Gandhi Deepak Pathak Katerina Fragkiadaki DiffM 77 0 0 26 Mar 2025
IgCraft: A versatile sequence generation framework for antibody discovery and engineering Matthew Greenig Haowen Zhao Vladimir Radenkovic Aubin Ramon Pietro Sormanni 44 0 0 25 Mar 2025
PCM : Picard Consistency Model for Fast Parallel Sampling of Diffusion Models Junhyuk So Jiwoong Shin Chaeyeon Jang Eunhyeok Park DiffM 53 0 0 25 Mar 2025
DiffGED: Computing Graph Edit Distance via Diffusion-based Graph Matching Wei Huang Hanchen Wang Dong Wen Wenjie Zhang Wenjie Qu Xuemin Lin 41 0 0 24 Mar 2025
An Image-like Diffusion Method for Human-Object Interaction Detection Xiaofei Hui Haoxuan Qu Hossein Rahmani Jun Liu DiffM 53 0 0 23 Mar 2025
LZMidi: Compression-Based Symbolic Music Generation Connor Ding Abhiram Gorle Sagnik Bhattacharya Divija Hasteer Naomi Sagan Tsachy Weissman 53 0 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 47 2 0 21 Mar 2025
Shushing! Let's Imagine an Authentic Speech from the Silent Video Jiaxin Ye Hongming Shan DiffM VGen 71 1 0 19 Mar 2025
On the Generalization Properties of Diffusion Models Puheng Li Zhong Li Huishuai Zhang Jiang Bian 74 29 0 13 Mar 2025
Language Models, Graph Searching, and Supervision Adulteration: When More Supervision is Less and How to Make More More Arvid Frydenlund LRM 48 0 0 13 Mar 2025
Data augmentation using diffusion models to enhance inverse Ising inference Yechan Lim Sangwon Lee Junghyo Jo DiffM 53 0 0 13 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 75 5 0 12 Mar 2025
Constrained Language Generation with Discrete Diffusion Models Michael Cardei Jacob K Christopher Thomas Hartvigsen Brian Bartoldson B. Kailkhura Ferdinando Fioretto DiffM 60 0 0 12 Mar 2025
Understanding the Quality-Diversity Trade-off in Diffusion Language Models Zak Buzzard DiffM 53 0 0 11 Mar 2025
Preference-Based Alignment of Discrete Diffusion Models Umberto Borso Davide Paglieri Jude Wells Tim Rocktaschel 64 1 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 64 1 0 10 Mar 2025
Efficient Distillation of Classifier-Free Guidance using Adapters Cristian Perez Jensen Seyedmorteza Sadat 53 1 0 10 Mar 2025
Controllable 3D Outdoor Scene Generation via Scene Graphs Yuheng Liu Xinke Li Yuning Zhang Lu Qi Xin Li Wenping Wang Chongshou Li Xueting Li Ming Yang 3DV 168 0 0 10 Mar 2025
Backdoor Attacks on Discrete Graph Diffusion Models Jiawen Wang Samin Karim Yuan Hong Binghui Wang DiffM 68 0 0 08 Mar 2025
THE-SEAN: A Heart Rate Variation-Inspired Temporally High-Order Event-Based Visual Odometry with Self-Supervised Spiking Event Accumulation Networks Chaoran Xiong Litao Wei Kehui Ma Zhen Sun Yan Xiang Zihan Nan Trieu-Kien Truong Ling Pei 41 1 0 07 Mar 2025
Learning-Order Autoregressive Models with Application to Molecular Graph Generation Zhe Wang Jiaxin Shi N. Heess A. Gretton Michalis K. Titsias 54 0 0 07 Mar 2025
Generalized Interpolating Discrete Diffusion Dimitri von Rutte J. Fluri Yuhui Ding Antonio Orvieto Bernhard Scholkopf Thomas Hofmann DiffM 67 0 0 06 Mar 2025