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
IFH: a Diffusion Framework for Flexible Design of Graph Generative Models Samuel Cognolato A. Sperduti Luciano Serafini DiffM 43 0 0 23 Aug 2024
CatFree3D: Category-agnostic 3D Object Detection with Diffusion Wenjing Bian Zirui Wang Andrea Vedaldi 42 1 0 22 Aug 2024
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation Jinheng Xie Weijia Mao Zechen Bai David Junhao Zhang Weihao Wang Kevin Qinghong Lin Yuchao Gu Zhijie Chen Zhenheng Yang Mike Zheng Shou 57 165 0 22 Aug 2024
Instruction-Based Molecular Graph Generation with Unified Text-Graph Diffusion Model Yuran Xiang Haiteng Zhao Chang Ma Zhi-Hong Deng 29 0 0 19 Aug 2024
TDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and Dynamics Chang Liu Jingtao Ding Yiwen Song Yong Li AI4CE 31 3 0 19 Aug 2024
RadioDiff: An Effective Generative Diffusion Model for Sampling-Free Dynamic Radio Map Construction Xiucheng Wang Keda Tao Nan Cheng Zhisheng Yin Zan Li Yuan Zhang Xuemin Shen 37 8 0 16 Aug 2024
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding Xiner Li Yulai Zhao Chenyu Wang Gabriele Scalia Gökçen Eraslan Surag Nair Tommaso Biancalani Aviv Regev Sergey Levine Masatoshi Uehara 60 23 0 15 Aug 2024
Drug Discovery SMILES-to-Pharmacokinetics Diffusion Models with Deep Molecular Understanding Bing Hu Anita Layton Helen Chen MedIm 44 2 0 14 Aug 2024
Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion Jacob K Christopher Brian Bartoldson Tal Ben-Nun Michael Cardei B. Kailkhura Ferdinando Fioretto DiffM 59 3 0 10 Aug 2024
Random Walk Diffusion for Efficient Large-Scale Graph Generation Tobias Bernecker Ghalia Rehawi Francesco Paolo Casale Janine Knauer-Arloth Annalisa Marsico 38 1 0 08 Aug 2024
D2Styler: Advancing Arbitrary Style Transfer with Discrete Diffusion Methods Onkar Susladkar Gayatri S Deshmukh Sparsh Mittal Parth Shastri DiffM 44 3 0 07 Aug 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 56 16 0 06 Aug 2024
A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models Gen Li Yuting Wei Yuejie Chi Yuxin Chen DiffM 35 22 0 05 Aug 2024
Actra: Optimized Transformer Architecture for Vision-Language-Action Models in Robot Learning Yueen Ma Dafeng Chi Shiguang Wu Yuecheng Liu Yuzheng Zhuang Jianye Hao Irwin King 44 5 0 02 Aug 2024
Informed Correctors for Discrete Diffusion Models Yixiu Zhao Jiaxin Shi Lester W. Mackey Scott W. Linderman Lester Mackey Scott Linderman 51 9 0 30 Jul 2024
Diffusion Models for Multi-Task Generative Modeling Changyou Chen Han Ding Bunyamin Sisman Yi Tian Xu Ouye Xie Benjamin Z. Yao Son Dinh Tran Belinda Zeng DiffM 45 4 0 24 Jul 2024
Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines Yuchen Li Alexandre Kirchmeyer Aashay Mehta Yilong Qin Boris Dadachev Kishore Papineni Sanjiv Kumar Andrej Risteski 61 0 0 22 Jul 2024
Discrete Flow Matching Itai Gat Tal Remez Neta Shaul Felix Kreuk Ricky T. Q. Chen Gabriel Synnaeve Yossi Adi Y. Lipman DiffM 52 57 0 22 Jul 2024
Diff4VS: HIV-inhibiting Molecules Generation with Classifier Guidance Diffusion for Virtual Screening Jiaqing Lyu Changjie Chen Bing Liang Yijia Zhang 39 0 0 20 Jul 2024
M2D2M: Multi-Motion Generation from Text with Discrete Diffusion Models Seung-geun Chi Hyung-Gun Chi Hengbo Ma Nakul Agarwal Faizan Siddiqui Karthik Ramani Kwonjoon Lee DiffM 46 11 0 19 Jul 2024
Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review Masatoshi Uehara Yulai Zhao Tommaso Biancalani Sergey Levine 66 22 0 18 Jul 2024
Gated Temporal Diffusion for Stochastic Long-Term Dense Anticipation Olga Zatsarynna Emad Bahrami Yazan Abu Farha Gianpiero Francesca Juergen Gall 43 1 0 16 Jul 2024
AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models Lei Ren Haiteng Wang Yang Tang Yang Tang Chunhua Yang AI4TS AI4CE 51 5 0 16 Jul 2024
Discrete generative diffusion models without stochastic differential equations: a tensor network approach Luke Causer Grant M. Rotskoff J. P. Garrahan DiffM 47 2 0 15 Jul 2024
Local Action-Guided Motion Diffusion Model for Text-to-Motion Generation Peng Jin Hao Li Ze-Long Cheng Kehan Li Runyi Yu Chang-Shu Liu Xiangyang Ji Li-ming Yuan Jie Chen DiffM 36 3 0 15 Jul 2024
InstructLayout: Instruction-Driven 2D and 3D Layout Synthesis with Semantic Graph Prior Chenguo Lin Yuchen Lin Panwang Pan Xuanyang Zhang Yadong Mu 3DV 54 1 0 10 Jul 2024
Secondary Structure-Guided Novel Protein Sequence Generation with Latent Graph Diffusion Yutong Hu Y. Tan Andi Han Lirong Zheng Liang Hong Bingxin Zhou DiffM 28 1 0 10 Jul 2024
3D Vessel Graph Generation Using Denoising Diffusion Chinmay Prabhakar Suprosanna Shit Fabio Musio Kaiyuan Yang Tamaz Amiranashvili Johannes C. Paetzold Hongwei Bran Li Bjoern H. Menze DiffM MedIm 52 3 0 08 Jul 2024
Unmasking Trees for Tabular Data Calvin McCarter 39 3 0 08 Jul 2024
HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Tao Chen Chenhui Wang Zhihao Chen Yiming Lei Hongming Shan MedIm 36 8 0 03 Jul 2024
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents Yilun Xu Gabriele Corso Tommi Jaakkola Arash Vahdat Karsten Kreis 39 12 0 03 Jul 2024
A Comprehensive Survey on Diffusion Models and Their Applications M. Ahsan S. Raman Yingtao Liu Zahed Siddique MedIm DiffM 41 1 0 01 Jul 2024
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization Siyi Gu Minkai Xu Alexander Powers Weili Nie Tomas Geffner Karsten Kreis J. Leskovec Arash Vahdat Stefano Ermon 48 7 0 01 Jul 2024
Diffusion Models and Representation Learning: A Survey Michael Fuest Pingchuan Ma Ming Gui Johannes S. Fischer Vincent Tao Hu Bjorn Ommer DiffM 36 20 0 30 Jun 2024
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization Taeyoung Yun Sujin Yun Jaewoo Lee Jinkyoo Park OffRL 54 5 0 29 Jun 2024
ScoreFusion: Fusing Score-based Generative Models via Kullback-Leibler Barycenters Hao Liu Junze Tony Ye Ye Jose H. Blanchet DiffM FedML 36 1 0 28 Jun 2024
Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers Lei Chen Yuan Meng Chen Tang Xinzhu Ma Jingyan Jiang Xin Wang Zhi Wang Wenwu Zhu MQ 31 23 0 25 Jun 2024
Generative Modelling of Structurally Constrained Graphs Manuel Madeira Clément Vignac D. Thanou Pascal Frossard DiffM 53 1 0 25 Jun 2024
Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models Yuan Zhong Xiaochen Wang Jiaqi Wang Xiaokun Zhang Yaqing Wang Mengdi Huai Cao Xiao Fenglong Ma DiffM MedIm 24 2 0 20 Jun 2024
Evaluating the design space of diffusion-based generative models Yuqing Wang Ye He Molei Tao DiffM 36 5 0 18 Jun 2024
Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99% Lei Zhu Fangyun Wei Yanye Lu Dong Chen VLM 43 34 0 17 Jun 2024
Promises, Outlooks and Challenges of Diffusion Language Modeling Justin Deschenaux Çağlar Gülçehre DiffM 50 2 0 17 Jun 2024
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space Mohamed Amine Ketata Nicholas Gao Johanna Sommer Tom Wollschlager Stephan Günnemann DiffM 40 1 0 15 Jun 2024
Advancing Graph Generation through Beta Diffusion Yilin He Xinyang Liu Bo Chen Mingyuan Zhou DiffM 31 0 0 13 Jun 2024
Generative Inverse Design of Crystal Structures via Diffusion Models with Transformers Izumi Takahara Kiyou Shibata Teruyasu Mizoguchi DiffM AI4CE 34 2 0 13 Jun 2024
Simple and Effective Masked Diffusion Language Models S. Sahoo Marianne Arriola Yair Schiff Aaron Gokaslan Edgar Marroquin Justin T Chiu Alexander M. Rush Volodymyr Kuleshov DiffM 53 70 0 11 Jun 2024
Cometh: A continuous-time discrete-state graph diffusion model Antoine Siraudin Fragkiskos D. Malliaros Christopher Morris 41 3 0 10 Jun 2024
Large Generative Graph Models Yu Wang Ryan A. Rossi Namyong Park Huiyuan Chen Nesreen K. Ahmed Puja Trivedi Franck Dernoncourt Danai Koutra Tyler Derr AI4CE 39 3 0 07 Jun 2024
Variational Flow Matching for Graph Generation Floor Eijkelboom Grigory Bartosh C. A. Naesseth Max Welling Jan-Willem van de Meent 31 10 0 07 Jun 2024
FlowMM: Generating Materials with Riemannian Flow Matching Benjamin Kurt Miller Ricky T. Q. Chen Anuroop Sriram Brandon M. Wood 31 33 0 07 Jun 2024