v1v2v3 (latest)

Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions

10 February 2021

Papers citing "Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions"

50 / 224 papers shown

Title
Improving Antibody Design with Force-Guided Sampling in Diffusion Models Paulina Kulyt.e Francisco Vargas Simon Mathis Yu Guang Wang Jose Miguel Hernandez-Lobato Pietro Liò DiffM 109 7 0 09 Jun 2024
Generative Assignment Flows for Representing and Learning Joint Distributions of Discrete Data Bastian Boll Daniel Gonzalez-Alvarado Stefania Petra Christoph Schnörr 160 4 0 06 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 160 54 0 06 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 79 3 0 04 Jun 2024
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models Hunter Nisonoff Junhao Xiong Stephan Allenspach Jennifer Listgarten 165 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 115 18 0 02 Jun 2024
ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-Variable Context Encoding Denis A. Gudovskiy Tomoyuki Okuno Yohei Nakata MoE AI4CE 93 2 0 02 Jun 2024
Sifting through the Noise: A Survey of Diffusion Probabilistic Models and Their Applications to Biomolecules Trevor Norton Debswapna Bhattacharya MedIm DiffM 99 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 91 6 0 31 May 2024
Improving Discrete Diffusion Models via Structured Preferential Generation Severi Rissanen Markus Heinonen Arno Solin DiffM 82 1 0 28 May 2024
ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models Wei Pang Masoumeh Shafieinejad Lucy Liu Xi He 90 13 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 108 1 0 27 May 2024
Glauber Generative Model: Discrete Diffusion Models via Binary Classification Harshit Varma Dheeraj M. Nagaraj Karthikeyan Shanmugam VLM 234 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 97 1 0 27 May 2024
Categorical Flow Matching on Statistical Manifolds Chaoran Cheng Jiahan Li Jian-wei Peng Ge Liu 170 11 0 26 May 2024
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity Haoxuan Chen Yinuo Ren Lexing Ying Grant M. Rotskoff 106 23 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 117 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 128 24 0 19 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
Towards Interpretable Reinforcement Learning with Constrained Normalizing Flow Policies Finn Rietz Erik Schaffernicht Stefan Heinrich J. A. Stork AI4CE 76 0 0 02 May 2024
Mixed Continuous and Categorical Flow Matching for 3D De Novo Molecule Generation Ian Dunn D. Koes BDL DiffM 104 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 132 45 0 29 Apr 2024
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations Kaiwen Xue Yuhao Zhou Shen Nie Xu Min Xiaolu Zhang Jun Zhou Chongxuan Li DiffM 115 15 0 24 Apr 2024
ControlMol: Adding Substruture Control To Molecule Diffusion Models Zhengyang Qi Zijing Liu Jiying Zhang He Cao Yu-Feng Li 73 2 0 22 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 94 7 0 18 Apr 2024
Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models Zeyu Yang Peikun Guo Khadija Zanna Akane Sano Xiaoxue Yang Akane Sano DiffM 123 10 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 124 59 0 11 Apr 2024
SemCity: Semantic Scene Generation with Triplane Diffusion Jumin Lee Sebin Lee Changho Jo Woobin Im Juhyeong Seon Sung-eui Yoon DiffM 95 21 0 12 Mar 2024
PPFlow: Target-aware Peptide Design with Torsional Flow Matching Haitao Lin Odin Zhang Huifeng Zhao Dejun Jiang Lirong Wu Zicheng Liu Yufei Huang Stan Z. Li 123 14 0 05 Mar 2024
Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis Juyeon Ko Inho Kong Dogyun Park Hyunwoo J. Kim DiffM 151 5 0 26 Feb 2024
DecompDiff: Diffusion Models with Decomposed Priors for Structure-Based Drug Design Jiaqi Guan Xiangxin Zhou Yuwei Yang Yu Bao Jian-wei Peng Jianzhu Ma Qiang Liu Liang Wang Quanquan Gu 101 75 0 26 Feb 2024
Synthetic location trajectory generation using categorical diffusion models Simon Dirmeier Ye Hong Fernando Pérez-Cruz 108 0 0 19 Feb 2024
Text Diffusion with Reinforced Conditioning Yuxuan Liu Tianchi Yang Shaohan Huang Zihan Zhang Haizhen Huang Furu Wei Weiwei Deng Feng Sun Qi Zhang 121 1 0 19 Feb 2024
Convergence Analysis of Discrete Diffusion Model: Exact Implementation through Uniformization Hongrui Chen Lexing Ying 120 16 0 12 Feb 2024
Generative Modeling of Discrete Joint Distributions by E-Geodesic Flow Matching on Assignment Manifolds Bastian Boll Daniel Gonzalez-Alvarado Christoph Schnörr DRL 92 4 0 12 Feb 2024
Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models Jiacheng Ye Shansan Gong Liheng Chen Lin Zheng Jiahui Gao ... Chuan Wu Xin Jiang Zhenguo Li Wei Bi Lingpeng Kong DiffM LRM AI4CE 154 16 0 12 Feb 2024
InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior Chenguo Lin Yadong Mu 3DV 72 40 0 07 Feb 2024
Space Group Constrained Crystal Generation Rui Jiao Wenbing Huang Yu Liu Deli Zhao Yang Liu 93 35 0 06 Feb 2024
Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation Lingxiao Zhao Xueying Ding Leman Akoglu DiffM 100 10 0 06 Feb 2024
BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry Xiang Xu Joseph G. Lambourne P. Jayaraman Zhengqing Wang Karl D. D. Willis Yasutaka Furukawa DiffM AI4CE 127 42 0 28 Jan 2024
FedTabDiff: Federated Learning of Diffusion Probabilistic Models for Synthetic Mixed-Type Tabular Data Generation Timur Sattarov Marco Schreyer Damian Borth FedML DiffM MedIm 66 7 0 11 Jan 2024
ROIC-DM: Robust Text Inference and Classification via Diffusion Model Shilong Yuan Wei Yuan Hongzhi Yin Tieke He DiffM 106 3 0 07 Jan 2024
Deep Learning-based Image and Video Inpainting: A Survey Weize Quan Jiaxi Chen Yanli Liu Dong-Ming Yan Peter Wonka 3DV 84 40 0 07 Jan 2024
Geometric-Facilitated Denoising Diffusion Model for 3D Molecule Generation Can Xu Haosen Wang Weigang Wang Pengfei Zheng Hongyang Chen DiffM 115 8 0 05 Jan 2024
Improving Diffusion-Based Image Synthesis with Context Prediction Ling Yang Jingwei Liu Shenda Hong Zhilong Zhang Zhilin Huang Zheming Cai Wentao Zhang Tengjiao Wang DiffM 91 36 0 04 Jan 2024
HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes Yuhta Takida Yukara Ikemiya Takashi Shibuya Kazuki Shimada Woosung Choi ... Naoki Murata Toshimitsu Uesaka Kengo Uchida Wei-Hsiang Liao Yuki Mitsufuji BDL 112 13 0 31 Dec 2023
Towards Joint Sequence-Structure Generation of Nucleic Acid and Protein Complexes with SE(3)-Discrete Diffusion Alex Morehead Jeffrey A. Ruffolo Aadyot Bhatnagar Ali Madani DiffM 86 10 0 21 Dec 2023
IPAD: Iterative, Parallel, and Diffusion-based Network for Scene Text Recognition Xiaomeng Yang Zhi Qiao Yu Zhou DiffM 189 1 0 19 Dec 2023
Continuous Diffusion for Mixed-Type Tabular Data Markus Mueller Kathrin Gruber Dennis Fok DiffM 189 5 0 16 Dec 2023
Fast Sampling via Discrete Non-Markov Diffusion Models Zixiang Chen Huizhuo Yuan Yongqian Li Yiwen Kou Junkai Zhang Quanquan Gu DiffM 93 7 0 14 Dec 2023