Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions

10 February 2021

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

50 / 275 papers shown

Title
ControlMol: Adding Substruture Control To Molecule Diffusion Models Zhengyang Qi Zijing Liu Jiying Zhang He Cao Yu Li 55 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 38 6 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 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 49 0 11 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
SemCity: Semantic Scene Generation with Triplane Diffusion Jumin Lee Sebin Lee Changho Jo Woobin Im Juhyeong Seon Sung-eui Yoon DiffM 40 18 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 62 12 0 05 Mar 2024
Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis Juyeon Ko Inho Kong Dogyun Park Hyunwoo J. Kim DiffM 52 4 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 45 68 0 26 Feb 2024
Synthetic location trajectory generation using categorical diffusion models Simon Dirmeier Ye Hong Fernando Pérez-Cruz 29 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 35 1 0 19 Feb 2024
Convergence Analysis of Discrete Diffusion Model: Exact Implementation through Uniformization Hongrui Chen Lexing Ying 30 11 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 50 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 59 13 0 12 Feb 2024
InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior Chenguo Lin Yadong Mu 3DV 22 33 0 07 Feb 2024
Space Group Constrained Crystal Generation Rui Jiao Wenbing Huang Yu Liu Deli Zhao Yang Liu 32 30 0 06 Feb 2024
Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation Lingxiao Zhao Xueying Ding Leman Akoglu DiffM 29 9 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 36 34 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 25 7 0 11 Jan 2024
ROIC-DM: Robust Text Inference and Classification via Diffusion Model Shilong Yuan Wei Yuan Hongzhi Yin Tieke He DiffM 33 2 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 43 35 0 07 Jan 2024
Geometric-Facilitated Denoising Diffusion Model for 3D Molecule Generation Can Xu Haosen Wang Weigang Wang Pengfei Zheng Hongyang Chen DiffM 64 7 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 Bin Cui DiffM 51 33 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 51 11 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 26 9 0 21 Dec 2023
IPAD: Iterative, Parallel, and Diffusion-based Network for Scene Text Recognition Xiaomeng Yang Zhi Qiao Yu Zhou DiffM 62 1 0 19 Dec 2023
Continuous Diffusion for Mixed-Type Tabular Data Markus Mueller Kathrin Gruber Dennis Fok DiffM 61 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 32 6 0 14 Dec 2023
Efficient and Scalable Graph Generation through Iterative Local Expansion Andreas Bergmeister Karolis Martinkus Nathanael Perraudin Roger Wattenhofer 25 12 0 14 Dec 2023
Diffusion-based Blind Text Image Super-Resolution Yuzhe Zhang Jiawei Zhang Hao Li Zhouxia Wang Luwei Hou Dongqing Zou Liheng Bian 39 8 0 13 Dec 2023
DiffuVST: Narrating Fictional Scenes with Global-History-Guided Denoising Models Shengguang Wu Mei Yuan Qi Su DiffM 17 0 0 12 Dec 2023
Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection Cheng-Ju Ho Chen-Hsuan Tai Yen-Yu Lin Ming-Hsuan Yang Yi-Hsuan Tsai DiffM 64 11 0 05 Dec 2023
Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts Tianqi Chen Yongfei Liu Zhendong Wang Jianbo Yuan Quanzeng You Hongxia Yang Mingyuan Zhou VLM 37 5 0 03 Dec 2023
Leveraging Graph Diffusion Models for Network Refinement Tasks Puja Trivedi Ryan A. Rossi David Arbour Tong Yu Franck Dernoncourt Sungchul Kim Nedim Lipka Namyong Park Nesreen K. Ahmed Danai Koutra DiffM 34 0 0 29 Nov 2023
Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning Changyu Chen Ramesha Karunasena Thanh Hong Nguyen Arunesh Sinha Pradeep Varakantham 28 9 0 26 Nov 2023
Formulating Discrete Probability Flow Through Optimal Transport Pengze Zhang Hubery Yin Chen Li Xiaohua Xie OT 52 5 0 07 Nov 2023
CDGraph: Dual Conditional Social Graph Synthesizing via Diffusion Model Jui-Yi Tsai Ya-Wen Teng Ho Chiok Yew De-Nian Yang Lydia Y. Chen DiffM 33 1 0 03 Nov 2023
Predicting mutational effects on protein-protein binding via a side-chain diffusion probabilistic model Shiwei Liu Tian Zhu Milong Ren Chungong Yu Dongbo Bu Haicang Zhang DiffM 36 18 0 30 Oct 2023
Interacting Diffusion Processes for Event Sequence Forecasting Mai Zeng Florence Regol Mark J. Coates AI4TS DiffM 41 0 0 26 Oct 2023
DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation Yongxin Zhu Zhujin Gao Xinyuan Zhou Zhongyi Ye Linli Xu 34 2 0 26 Oct 2023
Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution Aaron Lou Chenlin Meng Stefano Ermon DiffM 33 68 0 25 Oct 2023
Free-form Flows: Make Any Architecture a Normalizing Flow Felix Dräxler Peter Sorrenson Lea Zimmermann Armand Rousselot Ullrich Kothe TPM DRL AI4CE BDL 32 8 0 25 Oct 2023
Discriminator Guidance for Autoregressive Diffusion Models Filip Ekstrom Kelvinius Fredrik Lindsten DiffM 19 5 0 24 Oct 2023
Diffusion-Model-Assisted Supervised Learning of Generative Models for Density Estimation Yanfang Liu Minglei Yang Zezhong Zhang Feng Bao Yanzhao Cao Guannan Zhang 19 15 0 22 Oct 2023
Generative Marginalization Models Sulin Liu Peter J. Ramadge Ryan P. Adams 39 1 0 19 Oct 2023
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space Hengrui Zhang Jiani Zhang Balasubramaniam Srinivasan Zhengyuan Shen Xiao Qin Christos Faloutsos Huzefa Rangwala George Karypis DiffM 37 84 0 14 Oct 2023
DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models Shansan Gong Mukai Li Jiangtao Feng Zhiyong Wu Lingpeng Kong 45 19 0 09 Oct 2023
It HAS to be Subjective: Human Annotator Simulation via Zero-shot Density Estimation Wen Wu Wenlin Chen C. Zhang P. Woodland 21 1 0 30 Sep 2023
Navigating the Design Space of Equivariant Diffusion-Based Generative Models for De Novo 3D Molecule Generation Tuan Le Julian Cremer Frank Noé Djork-Arné Clevert Kristof T. Schütt DiffM 42 25 0 29 Sep 2023
ResBit: Residual Bit Vector for Categorical Values Masane Fuchi Amar Zanashir Si-Qing Chen Tomohiro Takagi 24 1 0 29 Sep 2023