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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
Discrete Copula Diffusion Hoang Trung-Dung Oliver Broadrick Mathias Niepert Guy Van den Broeck DiffM 199 15 0 02 Oct 2024
FINE: Factorizing Knowledge for Initialization of Variable-sized Diffusion Models Yucheng Xie Fu Feng Ruixiao Shi Jing Wang Xin Geng AI4CE 70 3 0 28 Sep 2024
Generative Modeling of Molecular Dynamics Trajectories Bowen Jing Hannes Stärk Tommi Jaakkola Bonnie Berger AI4CE 92 22 0 26 Sep 2024
Layout-Corrector: Alleviating Layout Sticking Phenomenon in Discrete Diffusion Model Shoma Iwai Atsuki Osanai Shunsuke Kitada S. Omachi 3DV 48 2 0 25 Sep 2024
BAD: Bidirectional Auto-regressive Diffusion for Text-to-Motion Generation Seyed Rohollah Hosseyni Ali Ahmad Rahmani S. J. Seyedmohammadi Sanaz Seyedin Arash Mohammadi DiffM 93 7 0 17 Sep 2024
Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models Tianqi Chen Shujian Zhang Mingyuan Zhou DiffM 181 5 0 17 Sep 2024
ReflectDiffu:Reflect between Emotion-intent Contagion and Mimicry for Empathetic Response Generation via a RL-Diffusion Framework Jiahao Yuan Zixiang Di Zhiqing Cui Guisong Yang Usman Naseem 193 0 0 16 Sep 2024
Latent Diffusion Models for Controllable RNA Sequence Generation Kaixuan Huang Yukang Yang Kaidi Fu Yanyi Chu Le Cong Mengdi Wang 89 2 0 15 Sep 2024
Towards Diverse and Efficient Audio Captioning via Diffusion Models Manjie Xu Chenxing Li Xinyi Tu Yong Ren Ruibo Fu Wei Liang Dong Yu DiffM 91 2 0 14 Sep 2024
Sub-graph Based Diffusion Model for Link Prediction Hang Li Wei Jin Geri Skenderi Harry Shomer Wenzhuo Tang Wenqi Fan Jiliang Tang DiffM 60 0 0 13 Sep 2024
FreeEnhance: Tuning-Free Image Enhancement via Content-Consistent Noising-and-Denoising Process Yang Luo Y. Zhang Zhaofan Qiu Ting Yao Zhineng Chen Yu-Gang Jiang Tao Mei DiffM 79 5 0 11 Sep 2024
Training-Free Guidance for Discrete Diffusion Models for Molecular Generation Thomas J. Kerby Kevin R. Moon 93 3 0 11 Sep 2024
Table-to-Text Generation with Pretrained Diffusion Models Aleksei S. Krylov Oleg D. Somov 58 1 0 10 Sep 2024
Vector Quantized Diffusion Model Based Speech Bandwidth Extension Yuan Fang Jinglin Bai Jiajie Wang Xueliang Zhang 62 1 0 09 Sep 2024
Towards understanding Diffusion Models (on Graphs) Solveig Klepper DiffM 89 0 0 31 Aug 2024
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing Yiwei Ma Jiayi Ji Ke Ye Weihuang Lin Zhibin Wang Yonghan Zheng Qiang-feng Zhou Xiaoshuai Sun Rongrong Ji 128 11 0 26 Aug 2024
IFH: a Diffusion Framework for Flexible Design of Graph Generative Models Samuel Cognolato A. Sperduti Luciano Serafini DiffM 68 0 0 23 Aug 2024
CatFree3D: Category-agnostic 3D Object Detection with Diffusion Wenjing Bian Zirui Wang Andrea Vedaldi 96 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 123 228 0 22 Aug 2024
Instruction-Based Molecular Graph Generation with Unified Text-Graph Diffusion Model Yuran Xiang Haiteng Zhao Chang Ma Zhi-Hong Deng 76 1 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 50 5 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 90 14 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 108 37 0 15 Aug 2024
Drug Discovery SMILES-to-Pharmacokinetics Diffusion Models with Deep Molecular Understanding Bing Hu Anita Layton Helen Chen MedIm 72 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 152 8 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 80 1 0 08 Aug 2024
D2Styler: Advancing Arbitrary Style Transfer with Discrete Diffusion Methods Onkar Susladkar Gayatri Deshmukh Sparsh Mittal Parth Shastri DiffM 91 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 112 19 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 115 27 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 58 5 0 02 Aug 2024
Informed Correctors for Discrete Diffusion Models Yixiu Zhao Jiaxin Shi F. Chen Shaul Druckmann Lester W. Mackey Scott W. Linderman 130 15 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 86 5 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 120 2 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 138 85 0 22 Jul 2024
Diff4VS: HIV-inhibiting Molecules Generation with Classifier Guidance Diffusion for Virtual Screening Jiaqing Lyu Changjie Chen Bing Liang Yijia Zhang 47 1 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 120 13 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 144 32 0 18 Jul 2024
Gated Temporal Diffusion for Stochastic Long-Term Dense Anticipation Olga Zatsarynna Emad Bahrami Yazan Abu Farha Gianpiero Francesca Juergen Gall 130 2 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 139 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 95 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 76 6 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 98 2 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 83 2 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 Menze DiffM MedIm 76 4 0 08 Jul 2024
Unmasking Trees for Tabular Data Calvin McCarter 90 3 0 08 Jul 2024
HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Tao Chen Chenhui Wang Zhihao Chen Yiming Lei Hongming Shan MedIm 93 14 0 03 Jul 2024
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents Yilun Xu Gabriele Corso Tommi Jaakkola Arash Vahdat Karsten Kreis 104 14 0 03 Jul 2024
A Comprehensive Survey on Diffusion Models and Their Applications M. Ahsan S. Raman Yingtao Liu Zahed Siddique MedIm DiffM 136 2 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 92 11 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 98 24 0 30 Jun 2024