Structured Denoising Diffusion Models in Discrete State-Spaces

7 July 2021

Papers citing "Structured Denoising Diffusion Models in Discrete State-Spaces"

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Title
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) Yashar Deldjoo Zhankui He Julian McAuley Anton Korikov Scott Sanner Arnau Ramisa René Vidal M. Sathiamoorthy Atoosa Kasirzadeh Silvia Milano VLM 28 40 0 31 Mar 2024
Diff-Reg v1: Diffusion Matching Model for Registration Problem Qianliang Wu Haobo Jiang Lei Luo Jun Li Yaqing Ding Jin Xie Jian Yang DiffM 40 2 0 29 Mar 2024
BAMM: Bidirectional Autoregressive Motion Model Ekkasit Pinyoanuntapong Muhammad Usama Saleem Pu Wang Minwoo Lee Srijan Das Chong Chen VGen 40 23 0 28 Mar 2024
LayoutFlow: Flow Matching for Layout Generation Julian Jorge Andrade Guerreiro Naoto Inoue Kento Masui Mayu Otani Hideki Nakayama DiffM 36 7 0 27 Mar 2024
Ground-A-Score: Scaling Up the Score Distillation for Multi-Attribute Editing Hangeol Chang Jinho Chang Jong Chul Ye DiffM 42 3 0 20 Mar 2024
Diffusion Model for Data-Driven Black-Box Optimization Zihao Li Hui Yuan Kaixuan Huang Chengzhuo Ni Yinyu Ye Minshuo Chen Mengdi Wang DiffM 40 10 0 20 Mar 2024
SceneSense: Diffusion Models for 3D Occupancy Synthesis from Partial Observation Alec Reed Brendan Crowe Doncey Albin Lorin Achey Bradley Hayes Christoffer Heckman DiffM 35 1 0 18 Mar 2024
ChatPattern: Layout Pattern Customization via Natural Language Zixiao Wang Yunheng Shen Xufeng Yao Wenqian Zhao Yang Bai Farzan Farnia Bei Yu 21 5 0 15 Mar 2024
SemCity: Semantic Scene Generation with Triplane Diffusion Jumin Lee Sebin Lee Changho Jo Woobin Im Juhyeong Seon Sung-eui Yoon DiffM 40 17 0 12 Mar 2024
Multi-conditioned Graph Diffusion for Neural Architecture Search Rohan Asthana Joschua Conrad Youssef Dawoud M. Ortmanns Vasileios Belagiannis GNN AI4CE 39 5 0 09 Mar 2024
SEMRes-DDPM: Residual Network Based Diffusion Modelling Applied to Imbalanced Data Ming Zheng Yang Yang Zhiguang Zhao Shan-Chao Gan Yang Chen Si-Kai Ni Yang Lu DiffM MedIm 22 0 0 09 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 57 12 0 05 Mar 2024
DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction Jun Xiong Peng Zhang Tao You Chuanyue Li Wei Huang Yufei Zha DiffM 35 5 0 02 Mar 2024
GraphRCG: Self-Conditioned Graph Generation Song Wang Zhen Tan Xinyu Zhao Tianlong Chen Huan Liu Wenlin Yao 50 0 0 02 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 126 232 0 29 Feb 2024
TaxDiff: Taxonomic-Guided Diffusion Model for Protein Sequence Generation Zongying Lin Hao Li Liuzhenghao Lv Lin Bin Junwu Zhang Calvin Yu-Chian Chwn Li Yuan Tian Yonghong 31 3 0 27 Feb 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
Graph Diffusion Policy Optimization Yijing Liu Chao Du Tianyu Pang Chongxuan Li Wei Chen Min-Bin Lin 37 7 0 26 Feb 2024
Synthetic location trajectory generation using categorical diffusion models Simon Dirmeier Ye Hong Fernando Pérez-Cruz 21 0 0 19 Feb 2024
Human Video Translation via Query Warping Haiming Zhu Yangyang Xu Shengfeng He DiffM 49 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 27 1 0 19 Feb 2024
Generative AI for Controllable Protein Sequence Design: A Survey Yiheng Zhu Zitai Kong Jialun Wu Weize Liu Yuqiang Han Mingze Yin Hongxia Xu Chang-Yu Hsieh Tingjun Hou AI4CE 37 6 0 16 Feb 2024
Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation Huizhuo Yuan Zixiang Chen Kaixuan Ji Quanquan Gu 65 24 0 15 Feb 2024
A Survey of Generative AI for de novo Drug Design: New Frontiers in Molecule and Protein Generation Xiangru Tang Howard Dai Elizabeth Knight Fang Wu Yunyang Li Tianxiao Li Mark B. Gerstein 24 26 0 13 Feb 2024
Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian probability distributions Frank Cole Yulong Lu DiffM 31 6 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 51 13 0 12 Feb 2024
Diff-RNTraj: A Structure-aware Diffusion Model for Road Network-constrained Trajectory Generation Tonglong Wei Youfang Lin Shengnan Guo Yan Lin YiHeng Huang Chenyang Xiang Yuqing Bai Menglu Ya Huaiyu Wan 39 11 0 12 Feb 2024
DiscDiff: Latent Diffusion Model for DNA Sequence Generation Zehui Li Yuhao Ni W. Beardall Guoxuan Xia Akashaditya Das Guy-Bart Stan Yiren Zhao 32 6 0 08 Feb 2024
Dirichlet Flow Matching with Applications to DNA Sequence Design Hannes Stärk Bowen Jing Chenyu Wang Gabriele Corso Bonnie Berger Regina Barzilay Tommi Jaakkola BDL 47 46 0 08 Feb 2024
Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints Jian Chen Ruiyi Zhang Yufan Zhou Rajiv Jain Zhiqiang Xu Ryan A. Rossi Changyou Chen DiffM 47 12 0 07 Feb 2024
InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior Chenguo Lin Yadong Mu 3DV 22 32 0 07 Feb 2024
FairWire: Fair Graph Generation O. D. Kose Yanning Shen 34 3 0 06 Feb 2024
Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation Lingxiao Zhao Xueying Ding Leman Akoglu DiffM 26 8 0 06 Feb 2024
Contractive Diffusion Probabilistic Models Wenpin Tang Hanyang Zhao DiffM 46 12 0 23 Jan 2024
SpecSTG: A Fast Spectral Diffusion Framework for Probabilistic Spatio-Temporal Traffic Forecasting Lequan Lin Dai Shi Andi Han Junbin Gao DiffM AI4TS 19 5 0 16 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
The Rise of Diffusion Models in Time-Series Forecasting Caspar Meijer Lydia Y. Chen DiffM AI4TS 32 8 0 05 Jan 2024
Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors Wasu Top Piriyakulkij Yingheng Wang Volodymyr Kuleshov DiffM 40 1 0 05 Jan 2024
DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection Yunfan Ye K. Xu Yuhang Huang Renjiao Yi Zhiping Cai 34 35 0 04 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 46 33 0 04 Jan 2024
Joint Generative Modeling of Scene Graphs and Images via Diffusion Models Bicheng Xu Qi Yan Renjie Liao Lele Wang Leonid Sigal DiffM 29 2 0 02 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 43 11 0 31 Dec 2023
Classifier-free graph diffusion for molecular property targeting Matteo Ninniri Marco Podda Davide Bacciu 40 5 0 28 Dec 2023
A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation Yongkang Wang Xuan Liu Feng Huang Zhankun Xiong Wen Zhang 60 14 0 25 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 24 9 0 21 Dec 2023
SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process Meng Wang Henghui Ding Jun Hao Liew Jiajun Liu Yao-Min Zhao Yunchao Wei DiffM 27 17 0 19 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
PolyDiff: Generating 3D Polygonal Meshes with Diffusion Models A. Alliegro Yawar Siddiqui Tatiana Tommasi Matthias Nießner 26 33 0 18 Dec 2023
CoCoGen: Physically-Consistent and Conditioned Score-based Generative Models for Forward and Inverse Problems Christian L. Jacobsen Yilin Zhuang Karthik Duraisamy AI4CE SyDa DiffM 26 17 0 16 Dec 2023
Continuous Diffusion for Mixed-Type Tabular Data Markus Mueller Kathrin Gruber Dennis Fok DiffM 53 5 0 16 Dec 2023