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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
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization Taeyoung Yun Sujin Yun Jaewoo Lee Jinkyoo Park OffRL 118 7 0 29 Jun 2024
ScoreFusion: Fusing Score-based Generative Models via Kullback-Leibler Barycenters Hao Liu Junze Tony Ye Ye Jose H. Blanchet DiffM FedML 116 1 0 28 Jun 2024
Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers Lei Chen Yuan Meng Chen Tang Xinzhu Ma Jingyan Jiang Xin Wang Zhi Wang Wenwu Zhu MQ 124 31 0 25 Jun 2024
Generative Modelling of Structurally Constrained Graphs Manuel Madeira Clément Vignac D. Thanou Pascal Frossard DiffM 96 3 0 25 Jun 2024
Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models Yuan Zhong Xiaochen Wang Jiaqi Wang Xiaokun Zhang Yaqing Wang Mengdi Huai Cao Xiao Fenglong Ma DiffM MedIm 57 3 0 20 Jun 2024
Evaluating the design space of diffusion-based generative models Yuqing Wang Ye He Molei Tao DiffM 97 6 0 18 Jun 2024
Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99% Lei Zhu Fangyun Wei Yanye Lu Dong Chen VLM 97 40 0 17 Jun 2024
Promises, Outlooks and Challenges of Diffusion Language Modeling Justin Deschenaux Çağlar Gülçehre DiffM 82 3 0 17 Jun 2024
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space Mohamed Amine Ketata Nicholas Gao Johanna Sommer Tom Wollschlager Stephan Günnemann DiffM 102 2 0 15 Jun 2024
Advancing Graph Generation through Beta Diffusion Yilin He Xinyang Liu Bo Chen Mingyuan Zhou DiffM 43 1 0 13 Jun 2024
Generative Inverse Design of Crystal Structures via Diffusion Models with Transformers Izumi Takahara Kiyou Shibata Teruyasu Mizoguchi DiffM AI4CE 55 2 0 13 Jun 2024
Simple and Effective Masked Diffusion Language Models Subham Sekhar Sahoo Marianne Arriola Yair Schiff Aaron Gokaslan Edgar Marroquin Justin T Chiu Alexander M. Rush Volodymyr Kuleshov DiffM 118 122 0 11 Jun 2024
Cometh: A continuous-time discrete-state graph diffusion model Antoine Siraudin Fragkiskos D. Malliaros Christopher Morris 69 6 0 10 Jun 2024
Large Generative Graph Models Yu Wang Ryan Rossi Namyong Park Huiyuan Chen Nesreen K. Ahmed Puja Trivedi Franck Dernoncourt Danai Koutra Hanyu Wang AI4CE 100 4 0 07 Jun 2024
Variational Flow Matching for Graph Generation Floor Eijkelboom Grigory Bartosh C. A. Naesseth Max Welling Jan-Willem van de Meent 102 18 0 07 Jun 2024
FlowMM: Generating Materials with Riemannian Flow Matching Benjamin Kurt Miller Ricky T. Q. Chen Anuroop Sriram Brandon M. Wood 97 42 0 07 Jun 2024
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data Jingyang Ou Shen Nie Kaiwen Xue Fengqi Zhu Jiacheng Sun Zhenguo Li Chongxuan Li DiffM 156 54 0 06 Jun 2024
Diffusion-Refined VQA Annotations for Semi-Supervised Gaze Following Qiaomu Miao Alexandros Graikos Jingwei Zhang Sounak Mondal Minh Hoai Dimitris Samaras 149 0 0 04 Jun 2024
Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models Wenzhuo Tang Haitao Mao Danial Dervovic Ivan Brugere Saumitra Mishra Yuying Xie Jiliang Tang 69 3 0 04 Jun 2024
A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization Sebastian Sanokowski Sepp Hochreiter Sebastian Lehner 109 23 0 03 Jun 2024
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models Hunter Nisonoff Junhao Xiong Stephan Allenspach Jennifer Listgarten 163 44 0 03 Jun 2024
Full-Atom Peptide Design based on Multi-modal Flow Matching Jiahan Li Chaoran Cheng Zuofan Wu Ruihan Guo Shitong Luo Zhizhou Ren Jian-wei Peng Jianzhu Ma 113 18 0 02 Jun 2024
RecDiff: Diffusion Model for Social Recommendation Zongwei Li Lianghao Xia Chao Huang 102 18 0 01 Jun 2024
Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives Xuan Wu Di Wang Lijie Wen Yubin Xiao Chunguo Wu Yuesong Wu Chaoyu Yu D. Maskell You Zhou 251 7 0 01 Jun 2024
Sifting through the Noise: A Survey of Diffusion Probabilistic Models and Their Applications to Biomolecules Trevor Norton Debswapna Bhattacharya MedIm DiffM 85 2 0 31 May 2024
Mixed Diffusion for 3D Indoor Scene Synthesis Siyi Hu Diego Martin Arroyo Stephanie Debats Fabian Manhardt Luca Carlone Federico Tombari DiffM 81 6 0 31 May 2024
Amortizing intractable inference in diffusion models for vision, language, and control S. Venkatraman Moksh Jain Luca Scimeca Minsu Kim Marcin Sendera ... Alexandre Adam Jarrid Rector-Brooks Yoshua Bengio Glen Berseth Nikolay Malkin 189 32 0 31 May 2024
MeshXL: Neural Coordinate Field for Generative 3D Foundation Models Sijin Chen Xin Chen Anqi Pang Xianfang Zeng Wei Cheng ... C. Zhang Jingyi Yu Gang Yu Bin-Bin Fu Tao Chen AI4CE 129 43 0 31 May 2024
Adv-KD: Adversarial Knowledge Distillation for Faster Diffusion Sampling Kidist Amde Mekonnen Nicola DallÁsen Paolo Rota 46 1 0 31 May 2024
SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths Kaixuan Huang Xudong Guo Mengdi Wang 149 26 0 30 May 2024
MEGA: Masked Generative Autoencoder for Human Mesh Recovery Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 127 1 0 29 May 2024
Model-Based Diffusion for Trajectory Optimization Chaoyi Pan Zeji Yi Guanya Shi Guannan Qu 97 13 0 28 May 2024
Improving Discrete Diffusion Models via Structured Preferential Generation Severi Rissanen Markus Heinonen Arno Solin DiffM 82 1 0 28 May 2024
Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation Tree Lang Feng Pengjie Gu Jingyi Wang Gang Pan 95 4 0 28 May 2024
$$\text{Di}^2\text{Pose}$: Discrete Diffusion Model for Occluded 3D Human Pose Estimation$ $\text{Di}^2\text{Pose}$ : Discrete Diffusion Model for Occluded 3D Human Pose Estimation Weiquan Wang Jun Xiao Chunping Wang Wei Liu Zhao Wang Long Chen DiffM 100 1 0 27 May 2024
Glauber Generative Model: Discrete Diffusion Models via Binary Classification Harshit Varma Dheeraj M. Nagaraj Karthikeyan Shanmugam VLM 202 3 0 27 May 2024
Equivariant Denoisers Cannot Copy Graphs: Align Your Graph Diffusion Models Najwa Laabid Severi Rissanen Markus Heinonen Arno Solin Vikas Garg DiffM 85 1 0 27 May 2024
Categorical Flow Matching on Statistical Manifolds Chaoran Cheng Jiahan Li Jian-wei Peng Ge Liu 161 11 0 26 May 2024
AIGB: Generative Auto-bidding via Diffusion Modeling Jiayan Guo Yusen Huo Zhilin Zhang Tianyu Wang Chuan Yu Jian Xu Yan Zhang Bo Zheng DiffM 79 1 0 25 May 2024
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity Haoxuan Chen Yinuo Ren Lexing Ying Grant M. Rotskoff 100 23 0 24 May 2024
ParamReL: Learning Parameter Space Representation via Progressively Encoding Bayesian Flow Networks Zhangkai Wu Xuhui Fan Jin Li Zhilin Zhao Hui Chen LongBing Cao 72 2 0 24 May 2024
Fisher Flow Matching for Generative Modeling over Discrete Data Oscar Davis Samuel Kessler Mircea Petrache .Ismail .Ilkan Ceylan Michael M. Bronstein A. Bose 103 21 0 23 May 2024
Discrete-state Continuous-time Diffusion for Graph Generation Zhe Xu Ruizhong Qiu Yuzhong Chen Huiyuan Chen Xiran Fan Menghai Pan Zhichen Zeng Mahashweta Das Hanghang Tong 122 23 0 19 May 2024
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models Bingdong Li Zixiang Di Yongfan Lu Hong Qian Feng Wang Peng Yang Ke Tang Aimin Zhou DiffM 93 2 0 14 May 2024
FinePOSE: Fine-Grained Prompt-Driven 3D Human Pose Estimation via Diffusion Models Jinglin Xu Yijie Guo Yuxin Peng DiffM 59 13 0 08 May 2024
Synthetic Data from Diffusion Models Improve Drug Discovery Prediction Bing Hu Ashish Saragadam Anita Layton Helen Chen DiffM 59 1 0 06 May 2024
Bridging discrete and continuous state spaces: Exploring the Ehrenfest process in time-continuous diffusion models Ludwig Winkler Lorenz Richter Manfred Opper 101 2 0 06 May 2024
Mixed Continuous and Categorical Flow Matching for 3D De Novo Molecule Generation Ian Dunn D. Koes BDL DiffM 95 15 0 30 Apr 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Yuxuan Liang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 121 44 0 29 Apr 2024
Single-View Scene Point Cloud Human Grasp Generation Yan-Kang Wang Chengyi Xing Yi-Lin Wei Xiao-Ming Wu Wei-Shi Zheng 84 10 0 24 Apr 2024