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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
Language Models, Graph Searching, and Supervision Adulteration: When More Supervision is Less and How to Make More More Arvid Frydenlund LRM 173 0 0 13 Mar 2025
On the Generalization Properties of Diffusion Models Puheng Li Zhong Li Huishuai Zhang Jiang Bian 238 39 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 Subham Sekhar Sahoo Volodymyr Kuleshov DiffM 267 25 0 12 Mar 2025
Preference-Based Alignment of Discrete Diffusion Models Umberto Borso Davide Paglieri Jude Wells Tim Rocktaschel 108 3 0 11 Mar 2025
Understanding the Quality-Diversity Trade-off in Diffusion Language Models Zak Buzzard DiffM 80 0 0 11 Mar 2025
Efficient Distillation of Classifier-Free Guidance using Adapters Cristian Perez Jensen Seyedmorteza Sadat 96 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-Hsuan Yang 3DV 438 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 113 3 0 10 Mar 2025
Backdoor Attacks on Discrete Graph Diffusion Models Jiawen Wang Samin Karim Yuan Hong Binghui Wang DiffM 183 0 0 08 Mar 2025
Learning-Order Autoregressive Models with Application to Molecular Graph Generation Zhe Wang Jiaxin Shi N. Heess Arthur Gretton Michalis K. Titsias 98 2 0 07 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 92 8 0 07 Mar 2025
A Generalist Cross-Domain Molecular Learning Framework for Structure-Based Drug Discovery Yiheng Zhu Mingyang Li Junlong Liu Kun Fu Jian Wu Yue Liu Mingze Yin Jieping Ye Jian Wu Zehua Wang 143 0 0 06 Mar 2025
Generalized Interpolating Discrete Diffusion Dimitri von Rutte J. Fluri Yuhui Ding Antonio Orvieto Bernhard Scholkopf Thomas Hofmann DiffM 129 2 0 06 Mar 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator Kaiwen Zheng Yongxin Chen Huayu Chen Guande He Xuan Li Jun Zhu Qinsheng Zhang DiffM 149 3 0 03 Mar 2025
DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution Xingyuan Li Zhenting Wang Yang Zou Zhaoyu Chen Jun Ma Zhiying Jiang Long Ma Jinyuan Liu 114 2 0 03 Mar 2025
Split Gibbs Discrete Diffusion Posterior Sampling Wenda Chu Zihui Wu Yifan Chen Yang Song Yisong Yue 84 2 0 03 Mar 2025
Molecule Generation for Target Protein Binding with Hierarchical Consistency Diffusion Model Ge Li Chenran Jiang Ziqi Gao Yu Liu Chenyang Liu Jiean Chen Yong Huang Jia Li 81 0 0 02 Mar 2025
A Simple and Effective Reinforcement Learning Method for Text-to-Image Diffusion Fine-tuning Shashank Gupta Chaitanya Ahuja Tsung-Yu Lin Sreya Dutta Roy Harrie Oosterhuis Maarten de Rijke Satya Narayan Shukla 117 2 0 02 Mar 2025
Periodic Materials Generation using Text-Guided Joint Diffusion Model Kishalay Das Subhojyoti Khastagir Pawan Goyal Seung-Cheol Lee S. Bhattacharjee Niloy Ganguly DiffM 61 2 0 01 Mar 2025
AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models Sohan Patnaik Rishabh Jain Balaji Krishnamurthy Mausoom Sarkar 87 0 0 01 Mar 2025
Remasking Discrete Diffusion Models with Inference-Time Scaling Guanghan Wang Yair Schiff Subham Sekhar Sahoo Volodymyr Kuleshov DiffM 155 16 0 01 Mar 2025
Implicit Search via Discrete Diffusion: A Study on Chess Jiacheng Ye Zhenyu Wu Jiahui Gao Zhiyong Wu Xin Jiang Zhiyu Li Dianbo Sui DiffM 103 4 0 27 Feb 2025
EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models Che Hyun Lee Heeseung Kim Jiheum Yeom Sungroh Yoon DiffM 118 1 0 27 Feb 2025
A Dual-Purpose Framework for Backdoor Defense and Backdoor Amplification in Diffusion Models Vu Tuan Truong Long Bao Le DiffM AAML 529 0 0 26 Feb 2025
INFO-SEDD: Continuous Time Markov Chains as Scalable Information Metrics Estimators Alberto Foresti Giulio Franzese Pietro Michiardi 140 0 0 26 Feb 2025
GCDance: Genre-Controlled 3D Full Body Dance Generation Driven By Music Xinran Liu Xu Dong Diptesh Kanojia Wenwu Wang Zhenhua Feng DiffM 96 0 0 25 Feb 2025
Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions Zhong Li Qi Huang Lincen Yang Jiayang Shi Zhao Yang Niki van Stein Thomas Bäck M. Leeuwen DiffM 114 0 0 24 Feb 2025
Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design Masatoshi Uehara Xingyu Su Yulai Zhao Xiner Li Aviv Regev Shuiwang Ji Sergey Levine Tommaso Biancalani 125 3 0 20 Feb 2025
FragFM: Hierarchical Framework for Efficient Molecule Generation via Fragment-Level Discrete Flow Matching Joongwon Lee Seonghwan Kim Wou Youn Kim H. Kim Woo Youn Kim 136 0 0 19 Feb 2025
Training-Free Guidance Beyond Differentiability: Scalable Path Steering with Tree Search in Diffusion and Flow Models Yingqing Guo Yukang Yang Hui Yuan Mengdi Wang 87 3 0 17 Feb 2025
How Compositional Generalization and Creativity Improve as Diffusion Models are Trained Alessandro Favero Antonio Sclocchi Francesco Cagnetta Pascal Frossard Matthieu Wyart DiffM CoGe 110 6 0 17 Feb 2025
Boosting Generalization in Diffusion-Based Neural Combinatorial Solver via Inference Time Adaptation Haoyu Lei Kaiwen Zhou Yunshui Li Zhitang Chen Farzan Farnia DiffM 116 1 0 15 Feb 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 263 55 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 152 1 0 13 Feb 2025
UniMoD: Efficient Unified Multimodal Transformers with Mixture-of-Depths Weijia Mao Zhiyong Yang Mike Zheng Shou MoE 190 1 0 10 Feb 2025
Solving Linear-Gaussian Bayesian Inverse Problems with Decoupled Diffusion Sequential Monte Carlo Filip Ekstrom Kelvinius Zheng Zhao Fredrik Lindsten DiffM 94 3 0 10 Feb 2025
Robust Graph Learning Against Adversarial Evasion Attacks via Prior-Free Diffusion-Based Structure Purification Jiayi Luo Qingyun Sun Haonan Yuan Xingcheng Fu Jianxin Li DiffM AAML 161 0 0 07 Feb 2025
Blackout DIFUSCO Jun Pyo Seo 90 0 0 05 Feb 2025
SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models Daniel Levy Siba Smarak Panigrahi Sékou-Oumar Kaba Qiang Zhu Kin Long Kelvin Lee Mikhail Galkin Santiago Miret Siamak Ravanbakhsh 549 15 0 05 Feb 2025
Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization Yang Li Jinpei Guo Runzhong Wang H. Zha Junchi Yan 161 11 0 05 Feb 2025
Towards Fast Graph Generation via Autoregressive Noisy Filtration Modeling Markus Krimmel Jenna Wiens Karsten Borgwardt Dexiong Chen 150 0 0 04 Feb 2025
Latent Thought Models with Variational Bayes Inference-Time Computation Deqian Kong Minglu Zhao Dehong Xu Bo Pang Shu Wang ... Zhangzhang Si Chuan Li Jianwen Xie Sirui Xie Ying Nian Wu VLM LRM BDL 136 10 0 03 Feb 2025
Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods Oussama Zekri Nicolas Boullé DiffM 149 4 0 03 Feb 2025
Categorical Schrödinger Bridge Matching Grigoriy Ksenofontov Alexander Korotin 116 1 0 03 Feb 2025
Understanding and Mitigating the High Computational Cost in Path Data Diffusion D. Shi Lulu Zhang Yongxin Tong Ke Xu 72 0 0 02 Feb 2025
Regularized Langevin Dynamics for Combinatorial Optimization Shengyu Feng Yiming Yang 135 1 0 01 Feb 2025
TRADES: Generating Realistic Market Simulations with Diffusion Models Leonardo Berti Bardh Prenkaj Paola Velardi DiffM 222 1 0 31 Jan 2025
An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem Mingzhao Wang You Zhou Zhiguang Cao Yubin Xiao Xuan Wu Wei Pang Yuan Jiang Hui Yang Peng Zhao Yuanshu Li MedIm 106 3 0 23 Jan 2025
Graph Representation Learning with Diffusion Generative Models Daniel Wesego DiffM 94 0 0 22 Jan 2025
DPCL-Diff: The Temporal Knowledge Graph Reasoning Based on Graph Node Diffusion Model with Dual-Domain Periodic Contrastive Learning Yukun Cao Lisheng Wang Luobing Huang DiffM 108 2 0 20 Jan 2025