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On the Design Fundamentals of Diffusion Models: A Survey

7 June 2023

Ziyi Chang

George Alex Koulieris

Papers citing "On the Design Fundamentals of Diffusion Models: A Survey"

35 / 35 papers shown

Title
$I^2G$ : Generating Instructional Illustrations via Text-Conditioned Diffusion Jing Bi Pinxin Liu Ali Vosoughi Jiarui Wu Jinxi He Chenliang Xu DiffM 37 0 0 22 May 2025
Large-Scale Multi-Character Interaction Synthesis Ziyi Chang He Wang George Alex Koulieris Hubert P. H. Shum AI4CE 80 1 0 20 May 2025
Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review Chengmin Zhou Ville Kyrki Pasi Fränti Laura Ruotsalainen BDL AI4CE 114 0 0 12 May 2025
SoccerDiffusion: Toward Learning End-to-End Humanoid Robot Soccer from Gameplay Recordings Florian Vahl Jörn Griepenburg Jan Gutsche Jasper Güldenstein Jianwei Zhang VGen 91 0 0 29 Apr 2025
FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment Ruisheng Han Kanglei Zhou Amir Atapour-Abarghouei Xiaohui Liang Hubert P. H. Shum CML 158 0 0 31 Mar 2025
Offline Model-Based Optimization: Comprehensive Review Minsu Kim Jiayao Gu Ye Yuan Taeyoung Yun Ziqiang Liu Yoshua Bengio Can Chen OffRL 121 4 0 21 Mar 2025
BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction Ruochen Li Stamos Katsigiannis Tae-Kyun Kim Hubert P. H. Shum 133 3 0 20 Feb 2025
Control of Overfitting with Physics Sergei V. Kozyrev Ilya A Lopatin Alexander N Pechen AI4CE 108 0 0 14 Dec 2024
Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation Francis Xiatian Zhang Jingjing Deng Robert Lieck Hubert P. H. Shum 117 1 0 09 Dec 2024
SEM-Net: Efficient Pixel Modelling for image inpainting with Spatially Enhanced SSM Shuang Chen Haozheng Zhang Amir Atapour-Abarghouei Hubert P. H. Shum 62 0 0 10 Nov 2024
Data Augmentation via Diffusion Model to Enhance AI Fairness Christina Hastings Blow Lijun Qian Camille Gibson Pamela Obiomon Xishuang Dong DiffM 53 2 0 20 Oct 2024
Diffusion Model Predictive Control Guangyao Zhou Sivaramakrishnan Swaminathan Rajkumar Vasudeva Raju J. S. Guntupalli Wolfgang Lehrach Joseph Ortiz Antoine Dedieu Miguel Lázaro-Gredilla Kevin P. Murphy 105 12 0 07 Oct 2024
One-Index Vector Quantization Based Adversarial Attack on Image Classification Haiju Fan Xiaona Qin Shuang Chen Hubert P. H. Shum Ming Li 49 0 0 02 Sep 2024
UV-free Texture Generation with Denoising and Geodesic Heat Diffusions Simone Foti Stefanos Zafeiriou Tolga Birdal 77 3 0 29 Aug 2024
ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification Mridula Vijendran Frederick W. B. Li Jingjing Deng Hubert P. H. Shum 92 0 0 03 Aug 2024
MxT: Mamba x Transformer for Image Inpainting Shuang Chen Amir Atapour-Abarghouei Haozheng Zhang Hubert P. H. Shum Mamba 62 3 0 23 Jul 2024
Diffusion Models and Representation Learning: A Survey Michael Fuest Pingchuan Ma Ming Gui Johannes S. Fischer Vincent Tao Hu Bjorn Ommer DiffM 91 24 0 30 Jun 2024
Diffusion Model-Based Video Editing: A Survey Wenhao Sun Rong-Cheng Tu Jingyi Liao Dacheng Tao VGen 116 25 0 26 Jun 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Quoc-Viet Pham 82 13 0 30 May 2024
Lane Segmentation Refinement with Diffusion Models Antonio Ruiz Andrew Melnik Dong Wang Helge J. Ritter DiffM 96 3 0 01 May 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Yuxuan Liang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 121 43 0 29 Apr 2024
CutDiffusion: A Simple, Fast, Cheap, and Strong Diffusion Extrapolation Method Mingbao Lin Zhihang Lin Wengyi Zhan Liujuan Cao Rongrong Ji 81 8 0 23 Apr 2024
Fault Detection in Mobile Networks Using Diffusion Models Mohamad Nabeel Doumitrou Daniil Nimara Tahar Zanouda 65 0 0 14 Apr 2024
HINT: High-quality INPainting Transformer with Mask-Aware Encoding and Enhanced Attention Shuang Chen Amir Atapour-Abarghouei Hubert P. H. Shum ViT 71 20 0 22 Feb 2024
The Uncanny Valley: A Comprehensive Analysis of Diffusion Models Karam Ghanem Danilo Bzdok DiffM 68 1 0 20 Feb 2024
MotionMix: Weakly-Supervised Diffusion for Controllable Motion Generation Nhat M. Hoang Kehong Gong Chuan Guo Michael Bi Mi DiffM 62 8 0 20 Jan 2024
The Rise of Diffusion Models in Time-Series Forecasting Caspar Meijer Lydia Y. Chen DiffM AI4TS 73 10 0 05 Jan 2024
Consistent Mesh Diffusion Julian Knodt Xifeng Gao 71 3 0 01 Dec 2023
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI Xiatian Zhang Sisi Zheng Hubert P. H. Shum Haozheng Zhang Nan Song Mingkang Song Hongxiao Jia 70 1 0 17 Nov 2023
U3DS $^3$ : Unsupervised 3D Semantic Scene Segmentation Jiaxu Liu Zhengdi Yu T. Breckon Hubert P. H. Shum 3DPC 60 10 0 10 Nov 2023
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers Abril Corona-Figueroa Sam Bond-Taylor Neelanjan Bhowmik Yona Falinie A. Gaus T. Breckon Hubert P. H. Shum Chris G. Willcocks DiffM 82 4 0 27 Aug 2023
Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient Zhengzhi Lu He Wang Ziyi Chang Guoan Yang Hubert P. H. Shum AAML 71 10 0 10 Aug 2023
An Overview about Emerging Technologies of Autonomous Driving Yu Huang Yue Chen Zijiang Yang AI4CE 89 6 0 23 Jun 2023
Can We Trust Explainable AI Methods on ASR? An Evaluation on Phoneme Recognition Xiao-lan Wu P. Bell A. Rajan 83 6 0 29 May 2023
GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation Can Qin Ning Yu Chen Xing Shu Zhen Zhang Zeyuan Chen Stefano Ermon Yun Fu Caiming Xiong Ran Xu DiffM 129 21 0 17 Mar 2023