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
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 41 29 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 38 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 50 3 0 04 Jun 2024
A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization Sebastian Sanokowski Sepp Hochreiter Sebastian Lehner 32 17 0 03 Jun 2024
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models Hunter Nisonoff Junhao Xiong Stephan Allenspach Jennifer Listgarten 63 31 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 48 15 0 02 Jun 2024
RecDiff: Diffusion Model for Social Recommendation Zongwei Li Lianghao Xia Chao Huang 42 14 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 70 6 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 50 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 35 4 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 68 25 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 55 38 0 31 May 2024
Adv-KD: Adversarial Knowledge Distillation for Faster Diffusion Sampling Kidist Amde Mekonnen Nicola DallÁsen Paolo Rota 26 1 0 31 May 2024
SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths Kaixuan Huang Xudong Guo Mengdi Wang 43 19 0 30 May 2024
MEGA: Masked Generative Autoencoder for Human Mesh Recovery Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 60 1 0 29 May 2024
Model-Based Diffusion for Trajectory Optimization Chaoyi Pan Zeji Yi Guanya Shi Guannan Qu 47 6 0 28 May 2024
Improving Discrete Diffusion Models via Structured Preferential Generation Severi Rissanen Markus Heinonen Arno Solin DiffM 43 1 0 28 May 2024
Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation Tree Lang Feng Pengjie Gu Jingyi Wang Gang Pan 42 2 0 28 May 2024
Alignment is Key for Applying Diffusion Models to Retrosynthesis Najwa Laabid Severi Rissanen Markus Heinonen Arno Solin Vikas K. Garg DiffM 31 1 0 27 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 36 1 0 27 May 2024
Glauber Generative Model: Discrete Diffusion Models via Binary Classification Harshit Varma Dheeraj M. Nagaraj Karthikeyan Shanmugam VLM 67 2 0 27 May 2024
Categorical Flow Matching on Statistical Manifolds Chaoran Cheng Jiahan Li Jian-wei Peng Ge Liu 61 10 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 38 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 52 17 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 52 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 48 16 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 46 10 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 26 1 0 14 May 2024
FinePOSE: Fine-Grained Prompt-Driven 3D Human Pose Estimation via Diffusion Models Jinglin Xu Yijie Guo Yuxin Peng DiffM 32 12 0 08 May 2024
Synthetic Data from Diffusion Models Improve Drug Discovery Prediction Bing Hu Ashish Saragadam Anita Layton Helen Chen DiffM 39 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 73 2 0 06 May 2024
Mixed Continuous and Categorical Flow Matching for 3D De Novo Molecule Generation Ian Dunn D. Koes BDL DiffM 46 11 0 30 Apr 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Keli Zhang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 37 39 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 31 10 0 24 Apr 2024
Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity Yukui Hou Jin-Duk Park Won-Yong Shin 26 13 0 22 Apr 2024
Detecting Out-Of-Distribution Earth Observation Images with Diffusion Models Georges Le Bellier Nicolas Audebert 32 5 0 19 Apr 2024
Guided Discrete Diffusion for Electronic Health Record Generation Jun Han Zixiang Chen Yongqian Li Yiwen Kou Eran Halperin Robert E. Tillman Quanquan Gu MedIm DiffM 36 6 0 18 Apr 2024
Sketch-guided Image Inpainting with Partial Discrete Diffusion Process Nakul Sharma Aditay Tripathi Anirban Chakraborty Anand Mishra DiffM 41 3 0 18 Apr 2024
LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation? Yuchi Wang Shuhuai Ren Rundong Gao Linli Yao Qingyan Guo Kaikai An Jianhong Bai Xu Sun DiffM VLM 49 6 0 16 Apr 2024
AAVDiff: Experimental Validation of Enhanced Viability and Diversity in Recombinant Adeno-Associated Virus (AAV) Capsids through Diffusion Generation Lijun Liu Jiali Yang Jianfei Song Xinglin Yang Lele Niu ... Hui Shi Tingjun Hou Chang-Yu Hsieh Weiran Shen Yafeng Deng 16 0 0 16 Apr 2024
σ-GPTs: A New Approach to Autoregressive Models Arnaud Pannatier Evann Courdier Franccois Fleuret AI4TS 28 7 0 15 Apr 2024
RF-Diffusion: Radio Signal Generation via Time-Frequency Diffusion Guoxuan Chi Zheng Yang Chenshu Wu Jingao Xu Yuchong Gao Yunhao Liu Tony Xiao Han DiffM 54 29 0 14 Apr 2024
Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models Zeyu Yang Peikun Guo Khadija Zanna Akane Sano Xiaoxue Yang Akane Sano DiffM 34 8 0 12 Apr 2024
An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization Minshuo Chen Song Mei Jianqing Fan Mengdi Wang VLM MedIm DiffM 37 48 0 11 Apr 2024
ConsistencyDet: A Few-step Denoising Framework for Object Detection Using the Consistency Model Lifan Jiang Zhihui Wang Changmiao Wang Ming Li Jiaxu Leng DiffM 28 0 0 11 Apr 2024
DiffusionDialog: A Diffusion Model for Diverse Dialog Generation with Latent Space Jianxiang Xiang Zhenhua Liu Haodong Liu Yin Bai Jia Cheng Wenliang Chen DiffM 26 2 0 10 Apr 2024
Quantum State Generation with Structure-Preserving Diffusion Model Yuchen Zhu Tianrong Chen Evangelos A. Theodorou Xie Chen Molei Tao DiffM 37 6 0 09 Apr 2024
Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models Jiachen Ma Anda Cao Zhiqing Xiao Jie Zhang Chaonan Ye Junbo Zhao 24 29 0 02 Apr 2024
Action Detection via an Image Diffusion Process Lin Geng Foo Tianjiao Li Hossein Rahmani Jun Liu 22 4 0 01 Apr 2024
UFID: A Unified Framework for Input-level Backdoor Detection on Diffusion Models Zihan Guan Mengxuan Hu Sheng Li Anil Vullikanti DiffM AAML 47 10 0 01 Apr 2024