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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
Text2Performer: Text-Driven Human Video Generation Yuming Jiang Shuai Yang Tong Liang Koh Wayne Wu Chen Change Loy Ziwei Liu DiffM VGen 96 52 0 17 Apr 2023
Diffusion Recommender Model Wenjie Wang Yiyan Xu Fuli Feng Xinyu Lin Xiangnan He Tat-Seng Chua DiffM 73 124 0 11 Apr 2023
Binary Latent Diffusion Ze Wang Jiang Wang Zicheng Liu Qiang Qiu 71 14 0 10 Apr 2023
A Cheaper and Better Diffusion Language Model with Soft-Masked Noise Jiaao Chen Aston Zhang Mu Li Alexander J. Smola Diyi Yang DiffM 88 21 0 10 Apr 2023
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation Tao Chen Chenhui Wang Hongming Shan DiffM MedIm 78 35 0 10 Apr 2023
Anomaly Detection via Gumbel Noise Score Matching Ahsan Mahmood Junier Oliva Martin Styner 77 1 0 06 Apr 2023
Text-Conditioned Sampling Framework for Text-to-Image Generation with Masked Generative Models Jaewoong Lee Sang-Sub Jang Jaehyeong Jo Jaehong Yoon Yunji Kim Jin-Hwa Kim Jung-Woo Ha Sung Ju Hwang DiffM 77 4 0 04 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo Zhang Bo Dai DiffM 135 193 0 03 Apr 2023
4D Facial Expression Diffusion Model K. Zou S. Faisan Boyang Yu S. Valette Hyewon Seo 81 12 0 29 Mar 2023
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion Sauradip Nag Xiatian Zhu Jiankang Deng Yi-Zhe Song Tao Xiang DiffM VGen 110 24 0 27 Mar 2023
ReVersion: Diffusion-Based Relation Inversion from Images Ziqi Huang Tianxing Wu Yuming Jiang Kelvin C. K. Chan Ziwei Liu 102 74 0 23 Mar 2023
DiffPattern: Layout Pattern Generation via Discrete Diffusion Zixiao Wang Yunheng Shen Wenqian Zhao Yang Bai Guojin Chen Farzan Farnia Bei Yu DiffM 51 16 0 23 Mar 2023
Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models N. Kuo Louisa R Jorm S. Barbieri DiffM 75 13 0 22 Mar 2023
MAGVLT: Masked Generative Vision-and-Language Transformer Sungwoong Kim DaeJin Jo Donghoon Lee Jongmin Kim VLM 51 12 0 21 Mar 2023
LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models Junyi Zhang Jiaqi Guo Shizhao Sun Jian-Guang Lou Dongmei Zhang DiffM 64 35 0 21 Mar 2023
3DQD: Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process Yuhan Li Yishun Dou Xuanhong Chen Bingbing Ni Yilin Sun Yutian Liu Fuzhen Wang DiffM 63 31 0 18 Mar 2023
DiffusionRet: Generative Text-Video Retrieval with Diffusion Model Peng Jin Hao Li Ze-Long Cheng Kehan Li Xiang Ji Chang-rui Liu Li-ming Yuan Jie Chen DiffM VGen 91 58 0 17 Mar 2023
Uncertainty-Aware Pedestrian Trajectory Prediction via Distributional Diffusion Yao Liu Zesheng Ye Rui Wang Binghao Li Quan Z. Sheng L. Yao 78 11 0 15 Mar 2023
LayoutDM: Discrete Diffusion Model for Controllable Layout Generation Naoto Inoue Kotaro Kikuchi E. Simo-Serra Mayu Otani Kota Yamaguchi DiffM 105 108 0 14 Mar 2023
MeshDiffusion: Score-based Generative 3D Mesh Modeling Zhen Liu Yao Feng Michael J. Black Derek Nowrouzezahrai Liam Paull Wei-yu Liu DiffM 88 161 0 14 Mar 2023
Diffusion Models in NLP: A Survey Yuansong Zhu Yu Zhao DiffM VLM MedIm 86 23 0 14 Mar 2023
Diffusion Models for Non-autoregressive Text Generation: A Survey Yifan Li Kun Zhou Wayne Xin Zhao Ji-Rong Wen MedIm DiffM 116 36 0 12 Mar 2023
Regularized Vector Quantization for Tokenized Image Synthesis Jiahui Zhang Fangneng Zhan Christian Theobalt Shijian Lu DiffM MQ 88 33 0 11 Mar 2023
Learning Stationary Markov Processes with Contrastive Adjustment L. Bergenstråhle J. Lagergren J. Lundeberg BDL 28 0 0 09 Mar 2023
Unifying Layout Generation with a Decoupled Diffusion Model Mude Hui Zhizheng Zhang Xiaoyi Zhang Wenxuan Xie Yuwang Wang Yan Lu DiffM 43 40 0 09 Mar 2023
TRACT: Denoising Diffusion Models with Transitive Closure Time-Distillation David Berthelot Arnaud Autef Jierui Lin Dian Ang Yap Shuangfei Zhai Siyuan Hu Daniel Zheng Walter Talbot Eric Gu DiffM 93 94 0 07 Mar 2023
DLT: Conditioned layout generation with Joint Discrete-Continuous Diffusion Layout Transformer Elad Levi Eli Brosh Mykola Mykhailych Meir Perez DiffM 96 17 0 07 Mar 2023
3D Equivariant Diffusion for Target-Aware Molecule Generation and Affinity Prediction Jiaqi Guan Wesley Wei Qian Xingang Peng Yufeng Su Jian-wei Peng Jianzhu Ma DiffM 101 179 0 06 Mar 2023
SePaint: Semantic Map Inpainting via Multinomial Diffusion Zheng Chen Deepak Duggirala David J. Crandall Lei Jiang Lantao Liu DiffM 87 2 0 05 Mar 2023
Synthesizing Mixed-type Electronic Health Records using Diffusion Models T. Ceritli Ghadeer O. Ghosheh V. Chauhan T. Zhu Andrew P. Creagh David Clifton MedIm DiffM 92 19 0 28 Feb 2023
Diffusion Model-Augmented Behavioral Cloning Shangcheng Chen Hsiang-Chun Wang Ming-Hao Hsu Chun-Mao Lai Shao-Hua Sun DiffM 145 31 0 26 Feb 2023
DINOISER: Diffused Conditional Sequence Learning by Manipulating Noises Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Mingxuan Wang DiffM 139 49 0 20 Feb 2023
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation Clément Vignac Nagham Osman Laura Toni P. Frossard DiffM 105 63 0 17 Feb 2023
Boundary Guided Learning-Free Semantic Control with Diffusion Models Ye Zhu Yuehua Wu Zhiwei Deng Olga Russakovsky Yan Yan DiffM 102 23 0 16 Feb 2023
DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization Zhiqing Sun Yiming Yang DiffM 93 133 0 16 Feb 2023
Universal Guidance for Diffusion Models Arpit Bansal Hong-Min Chu Avi Schwarzschild Soumyadip Sengupta Micah Goldblum Jonas Geiping Tom Goldstein VLM 109 277 0 14 Feb 2023
Diffusion Models in Bioinformatics: A New Wave of Deep Learning Revolution in Action Zhiye Guo Jian Liu Yanli Wang Mengrui Chen Duolin Wang Dong Xu Jianlin Cheng MedIm AI4CE DiffM 144 23 0 13 Feb 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 148 69 0 11 Feb 2023
Star-Shaped Denoising Diffusion Probabilistic Models Andrey Okhotin Dmitry Molchanov V. Arkhipkin Grigory Bartosh Viktor Ohanesian Aibek Alanov Dmitry Vetrov DiffM 109 14 0 10 Feb 2023
A Text-guided Protein Design Framework Shengchao Liu Yanjing Li Zhuoxinran Li A. Gitter Yutao Zhu ... Arvind Ramanathan Chaowei Xiao Jian Tang Hongyu Guo Anima Anandkumar 130 70 0 09 Feb 2023
Information-Theoretic Diffusion Xianghao Kong Rob Brekelmans Greg Ver Steeg DiffM 59 16 0 07 Feb 2023
GraphGUIDE: interpretable and controllable conditional graph generation with discrete Bernoulli diffusion Alex Tseng N. Diamant Tommaso Biancalani Gabriele Scalia DiffM 60 6 0 07 Feb 2023
Graph Generation with Diffusion Mixture Jaehyeong Jo Dongki Kim Sung Ju Hwang DiffM 106 23 0 07 Feb 2023
Generative Diffusion Models on Graphs: Methods and Applications Junfeng Fang Wenqi Fan Yunqing Liu Jiatong Li Hang Li Hui Liu Jiliang Tang Qing Li MedIm DiffM 127 66 0 06 Feb 2023
Using Intermediate Forward Iterates for Intermediate Generator Optimization Harshit Mishra Jurijs Nazarovs Manmohan Dogra Sathya Ravi DiffM 46 0 0 05 Feb 2023
AdaptDiffuser: Diffusion Models as Adaptive Self-evolving Planners Zhixuan Liang Yao Mu Mingyu Ding Fei Ni Masayoshi Tomizuka Ping Luo 168 111 0 03 Feb 2023
Improving and generalizing flow-based generative models with minibatch optimal transport Alexander Tong Kilian Fatras Nikolay Malkin G. Huguet Yanlei Zhang Jarrid Rector-Brooks Guy Wolf Yoshua Bengio OOD DiffM OT 123 308 0 01 Feb 2023
InstructTTS: Modelling Expressive TTS in Discrete Latent Space with Natural Language Style Prompt Dongchao Yang Songxiang Liu Rongjie Huang Chao Weng Helen Meng DiffM VLM 89 102 0 31 Jan 2023
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction Zuobai Zhang Minghao Xu A. Lozano Vijil Chenthamarakshan Payel Das Jian Tang DiffM 88 21 0 28 Jan 2023
DiffMotion: Speech-Driven Gesture Synthesis Using Denoising Diffusion Model Fan Zhang Naye Ji Fuxing Gao Yongping Li DiffM VGen 78 28 0 24 Jan 2023