Understanding Diffusion Models: A Unified Perspective

25 August 2022

Papers citing "Understanding Diffusion Models: A Unified Perspective"

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Title
Unsupervised Learning for Class Distribution Mismatch Pan Du Wangbo Zhao Xinai Lu Nian Liu ZeLin Li ... Suyun Zhao H. Chen Cuiping Li Kai Wang Yang You 26 0 0 11 May 2025
Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side Information Zhenzhou Jin Li You Derrick Wing Kwan Ng Xiang-Gen Xia Xiqi Gao 29 2 0 11 May 2025
Denoising Diffusion Probabilistic Models for Coastal Inundation Forecasting Kazi Ashik Islam Zakaria Mehrab Mahantesh Halappanavar H. Mortveit Sridhar Katragadda Jon Derek Loftis Madhav V. Marathe DiffM AI4CE 42 0 0 08 May 2025
Image Interpolation with Score-based Riemannian Metrics of Diffusion Models Shinnosuke Saito Takashi Matsubara DiffM 82 1 0 28 Apr 2025
Towards Distribution Matching between Collaborative and Language Spaces for Generative Recommendation Yi-cui Zhang Yiwen Zhang Y. X. R. Wang Tong Chen Hongzhi Yin 28 0 0 10 Apr 2025
Hyperbolic Diffusion Recommender Model Meng Yuan Yutian Xiao Wei Chen Chu Zhao Deqing Wang Fuzhen Zhuang 34 1 0 02 Apr 2025
Temporal Score Analysis for Understanding and Correcting Diffusion Artifacts Yu Cao Zengqun Zhao Ioannis Patras Shaogang Gong DiffM 48 0 0 20 Mar 2025
ProReflow: Progressive Reflow with Decomposed Velocity Lei Ke Haohang Xu Xuefei Ning Yongqian Li Jiajun Li Haoling Li Yuxuan Lin Dongsheng Jiang Yuqing Yang Linfeng Zhang DiffM 62 1 0 05 Mar 2025
Stein Discrepancy for Unsupervised Domain Adaptation Anneke von Seeger Dongmian Zou Gilad Lerman 92 0 0 24 Feb 2025
RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior Ching Hua Lee Chouchang Yang Jaejin Cho Yashas Malur Saidutta R. S. Srinivasa Yilin Shen Hongxia Jin DiffM 85 0 0 19 Feb 2025
GrainPaint: A multi-scale diffusion-based generative model for microstructure reconstruction of large-scale objects Nathan Hoffman Cashen Diniz Dehao Liu T. Rodgers Anh Tran Mark Fuge AI4CE DiffM 48 0 0 18 Feb 2025
HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and Classification V. Vadori Jean-Marie Graic A. Peruffo L. Finos Ujwala Kiran Chaudhari Enrico Grisan DiffM MedIm 93 0 0 12 Feb 2025
CDM: Contact Diffusion Model for Multi-Contact Point Localization Seo Wook Han Min Jun Kim DiffM 35 0 0 10 Feb 2025
Exploring Preference-Guided Diffusion Model for Cross-Domain Recommendation Xiaodong Li Hengzhu Tang Jiawei Sheng Xinghua Zhang Li Gao Suqi Cheng Dawei Yin Tingwen Liu DiffM 71 1 0 20 Jan 2025
Direct Unlearning Optimization for Robust and Safe Text-to-Image Models Yong-Hyun Park Sangdoo Yun Jin-Hwa Kim Junho Kim Geonhui Jang Yonghyun Jeong Junghyo Jo Gayoung Lee 76 13 0 17 Jan 2025
Inflationary Flows: Calibrated Bayesian Inference with Diffusion-Based Models Daniela de Albuquerque John Pearson DiffM 64 0 0 03 Jan 2025
GeoDiffuser: Geometry-Based Image Editing with Diffusion Models Rahul Sajnani Jeroen Vanbaar Jie Min Kapil D. Katyal Srinath Sridhar DiffM 59 11 0 03 Jan 2025
Fast and Robust Visuomotor Riemannian Flow Matching Policy Haoran Ding Noémie Jaquier Jan Peters Leonel Rozo 86 2 0 14 Dec 2024
VideoDirector: Precise Video Editing via Text-to-Video Models Yukun Wang Longguang Wang Zhiyuan Ma Qibin Hu Kai Xu Yulan Guo VGen DiffM 86 0 0 26 Nov 2024
A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation M. Valiuddin R. V. Sloun C.G.A. Viviers Peter H. N. de With Fons van der Sommen UQCV 91 1 0 25 Nov 2024
Multivariate Data Augmentation for Predictive Maintenance using Diffusion Andrew Thompson Alexander Sommers Alicia Russell-Gilbert Logan Cummins Sudip Mittal Shahram Rahimi Maria Seale Joseph Jaboure Thomas Arnold Joshua Church DiffM 37 0 0 06 Nov 2024
Dual Conditional Diffusion Models for Sequential Recommendation Hongtao Huang Chengkai Huang Xiaojun Chang Wen Hu Lina Yao Julian McAuley Lina Yao DiffM 44 2 0 29 Oct 2024
Brain-like variational inference Hadi Vafaii Dekel Galor Jacob L. Yates DRL 49 0 0 25 Oct 2024
Preference Diffusion for Recommendation Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 57 1 0 17 Oct 2024
UniGEM: A Unified Approach to Generation and Property Prediction for Molecules Shikun Feng Yuyan Ni Yan Lu Zhi-Ming Ma Wei-Ying Ma Yanyan Lan 38 5 0 14 Oct 2024
Configurable Multilingual ASR with Speech Summary Representations Harrison Zhu Ivan Fung Yingke Zhu Lahiru Samarakoon 26 0 0 06 Oct 2024
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting Marcel Kollovieh Marten Lienen David Lüdke Leo Schwinn Stephan Günnemann AI4TS BDL DiffM 45 4 0 03 Oct 2024
Decoupling Layout from Glyph in Online Chinese Handwriting Generation Min-Si Ren Yan-Ming Zhang Yi Chen 31 0 0 03 Oct 2024
Exploring Gen-AI applications in building research and industry: A review Hanlong Wan Jian Zhang Yan Chen Weili Xu Fan Feng AI4CE 47 0 0 01 Oct 2024
Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models Tianqi Chen Shujian Zhang Mingyuan Zhou DiffM 83 3 0 17 Sep 2024
RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot DiffM 31 0 0 31 Aug 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 53 16 0 06 Aug 2024
State-observation augmented diffusion model for nonlinear assimilation with unknown dynamics Zhuoyuan Li Bin Dong Linyue Chu 36 0 0 31 Jul 2024
EmoAttack: Emotion-to-Image Diffusion Models for Emotional Backdoor Generation Tianyu Wei Shanmin Pang Qi Guo Yizhuo Ma Yihao Huang Ming-Ming Cheng Qing Guo 132 2 0 22 Jun 2024
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems Jiawei Zhang Jiaxin Zhuang Cheng Jin Gen Li Yuantao Gu DiffM 76 1 0 11 Jun 2024
Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations Justin Deschenaux Igor Krawczuk Grigorios G. Chrysos V. Cevher DiffM 49 3 0 29 May 2024
CCDM: Continuous Conditional Diffusion Models for Image Generation Xin Ding Member Ieee Yongwei Wang Kao Zhang F. I. Z. Jane Wang DiffM 19 3 0 06 May 2024
On the Asymptotic Mean Square Error Optimality of Diffusion Models B. Fesl Benedikt Bock Florian Strasser Michael Baur M. Joham Wolfgang Utschick DiffM 33 0 0 05 Mar 2024
Improving Denoising Diffusion Probabilistic Models via Exploiting Shared Representations Delaram Pirhayatifard Taha Toghani Guha Balakrishnan César A. Uribe DiffM 35 0 0 27 Nov 2023
Improved DDIM Sampling with Moment Matching Gaussian Mixtures Prasad Gabbur DiffM 30 1 0 08 Nov 2023
Terrain Diffusion Network: Climatic-Aware Terrain Generation with Geological Sketch Guidance Zexin Hu Kun Hu Clinton Mo Lei Pan Zhiyong Wang DiffM 28 2 0 31 Aug 2023
HoloFusion: Towards Photo-realistic 3D Generative Modeling Animesh Karnewar Niloy J. Mitra Andrea Vedaldi David Novotny DiffM 43 31 0 28 Aug 2023
StyleDiffusion: Controllable Disentangled Style Transfer via Diffusion Models Zhizhong Wang Lei Zhao Wei Xing DiffM 27 120 0 15 Aug 2023
DiAMoNDBack: Diffusion-denoising Autoregressive Model for Non-Deterministic Backmapping of Cα Protein Traces Michael S. Jones Kirill Shmilovich Andrew L. Ferguson DiffM 36 12 0 23 Jul 2023
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision A. Tewari Tianwei Yin George Cazenavette Semon Rezchikov J. Tenenbaum F. Durand William T. Freeman Vincent Sitzmann DiffM 43 88 0 20 Jun 2023
LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models Long Lian Boyi Li Adam Yala Trevor Darrell 43 152 0 23 May 2023
Diffusion Action Segmentation Dao-jun Liu Qiyue Li A. Dinh Ting Jiang Mubarak Shah Chan Xu VGen DiffM 19 68 0 31 Mar 2023
Ensemble flow reconstruction in the atmospheric boundary layer from spatially limited measurements through latent diffusion models A. Rybchuk M. Hassanaly N. Hamilton P. Doubrawa Mitchell J. Fulton L. Martínez‐Tossas AI4CE DiffM 25 16 0 01 Mar 2023
Q-Diffusion: Quantizing Diffusion Models Xiuyu Li Yijia Liu Long Lian Hua Yang Zhen Dong Daniel Kang Shanghang Zhang Kurt Keutzer DiffM MQ 38 152 0 08 Feb 2023
Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness Felix Friedrich Manuel Brack Lukas Struppek Dominik Hintersdorf P. Schramowski Sasha Luccioni Kristian Kersting 38 120 0 07 Feb 2023