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Elucidating the Design Space of Diffusion-Based Generative Models

1 June 2022

Papers citing "Elucidating the Design Space of Diffusion-Based Generative Models"

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Title
Negative-Guided Subject Fidelity Optimization for Zero-Shot Subject-Driven Generation Chaehun Shin Jooyoung Choi Johan Barthelemy Jungbeom Lee Sungroh Yoon DiffM 87 0 0 04 Jun 2025
Algorithm- and Data-Dependent Generalization Bounds for Score-Based Generative Models Benjamin Dupuis Dario Shariatian Maxime Haddouche Alain Durmus Umut Simsekli 66 0 0 04 Jun 2025
Native-Resolution Image Synthesis Zidong Wang Lei Bai Xiangyu Yue Wanli Ouyang Yiyuan Zhang 78 0 0 03 Jun 2025
IGSM: Improved Geometric and Sensitivity Matching for Finetuning Pruned Diffusion Models Caleb Zheng Eli Shlizerman DiffM 37 0 0 03 Jun 2025
DCM: Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Zhengyao Lv Chenyang Si Tianlin Pan Zhaoxi Chen Kwan-Yee K. Wong Yu Qiao Ziwei Liu DiffM VGen 54 0 0 03 Jun 2025
Ultra-High-Resolution Image Synthesis: Data, Method and Evaluation Jinjin Zhang Qiuyu Huang Junjie Liu Xiefan Guo Di Huang 63 0 0 02 Jun 2025
Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment Johannes Schusterbauer Ming Gui Frank Fundel Bjorn Ommer 43 0 0 02 Jun 2025
Latent Stochastic Interpolants Saurabh Singh Dmitry Lagun DiffM BDL 33 0 0 02 Jun 2025
Tomographic Foundation Model -- FORCE: Flow-Oriented Reconstruction Conditioning Engine Wenjun Xia Chuang Niu Ge Wang MedIm OOD 34 0 0 02 Jun 2025
RelDiff: Relational Data Generative Modeling with Graph-Based Diffusion Models Valter Hudovernik Minkai Xu Juntong Shi Lovro Šubelj Stefano Ermon Erik Štrumbelj J. Leskovec DiffM 48 0 0 31 May 2025
Using Diffusion Ensembles to Estimate Uncertainty for End-to-End Autonomous Driving Florian Wintel Sigmund H. Høeg G. Kiss Frank Lindseth 36 0 0 31 May 2025
STORK: Improving the Fidelity of Mid-NFE Sampling for Diffusion and Flow Matching Models Zheng Tan Weizhen Wang Andrea L. Bertozzi Ernest K. Ryu DiffM 36 0 0 30 May 2025
Autoregressive regularized score-based diffusion models for multi-scenarios fluid flow prediction Wilfried Genuist Éric Savin F. Gatti Didier Clouteau DiffM AI4CE 37 0 0 30 May 2025
MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection Liancheng Fang Aiwei Liu Henry Peng Zou Yankai Chen Hengrui Zhang Zhongfen Deng Philip S. Yu 48 0 0 30 May 2025
Efficiently Access Diffusion Fisher: Within the Outer Product Span Space Fangyikang Wang Hubery Yin Shaobin Zhuang Huminhao Zhu Yinan Li Lei Qian Chao Zhang Hanbin Zhao Hui Qian Chen Li 56 1 0 29 May 2025
Beyond Optimal Transport: Model-Aligned Coupling for Flow Matching Yexiong Lin Yu Yao Tongliang Liu OOD OT 69 0 0 29 May 2025
RoboTransfer: Geometry-Consistent Video Diffusion for Robotic Visual Policy Transfer Liu Liu Xiaofeng Wang Guosheng Zhao Keyu Li Wenkang Qin Jiaxiong Qiu Zheng Hua Zhu Guan Huang Zhizhong Su VGen 83 1 0 29 May 2025
MGE-LDM: Joint Latent Diffusion for Simultaneous Music Generation and Source Extraction Yunkee Chae Kyogu Lee 66 0 0 29 May 2025
Diffusion Sampling Path Tells More: An Efficient Plug-and-Play Strategy for Sample Filtering Sixian Wang Zhiwei Tang Tsung-Hui Chang DiffM 31 0 0 29 May 2025
SDPO: Importance-Sampled Direct Preference Optimization for Stable Diffusion Training Xiaomeng Yang Zhiyu Tan Junyan Wang Zhijian Zhou Hao Li 77 0 0 28 May 2025
Plug-and-Play Posterior Sampling for Blind Inverse Problems Anqi Li Weijie Gan Ulugbek S. Kamilov DiffM 40 0 0 28 May 2025
Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics Siyeop Yoon Sifan Song Pengfei Jin Matthew Tivnan Y. Oh Sekeun Kim Dufan Wu Xiang Li Quanzheng Li MedIm 26 0 0 28 May 2025
Autoregression-free video prediction using diffusion model for mitigating error propagation Woonho Ko Jin Bok Park Il Yong Chun DiffM VGen 50 0 0 28 May 2025
A Closer Look on Memorization in Tabular Diffusion Model: A Data-Centric Perspective Zhengyu Fang Zhimeng Jiang Huiyuan Chen Xiaoge Zhang Kaiyu Tang Xiao Li Jing Li TDI 63 0 0 28 May 2025
Revisiting Multi-Agent World Modeling from a Diffusion-Inspired Perspective Yang Zhang Xinran Li Jianing Ye Delin Qu Shuang Qiu Chongjie Zhang Xiu Li Chenjia Bai 52 0 0 27 May 2025
LeDiFlow: Learned Distribution-guided Flow Matching to Accelerate Image Generation Pascal Zwick Nils Friederich Maximilian Beichter Lennart Hilbert Ralf Mikut Oliver Bringmann MedIm 41 0 0 27 May 2025
Generative Image Compression by Estimating Gradients of the Rate-variable Feature Distribution Minghao Han Weiyi You Jinhua Zhang Leheng Zhang Ce Zhu Shuhang Gu DiffM 53 0 0 27 May 2025
Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models Dar-Yen Chen Hmrishav Bandyopadhyay Kai Zou Yi-Zhe Song 56 0 0 27 May 2025
Differentiable Solver Search for Fast Diffusion Sampling Shuai Wang Zexian Li Qipeng Zhang Tianhui Song Xubin Li T. Ge Bo Zheng Limin Wang DiffM 119 0 0 27 May 2025
Conditional Diffusion Models with Classifier-Free Gibbs-like Guidance Badr Moufad Yazid Janati Alain Durmus Ahmed Ghorbel Eric Moulines Jimmy Olsson DiffM 85 0 0 27 May 2025
G-DReaM: Graph-conditioned Diffusion Retargeting across Multiple Embodiments Zhefeng Cao Ben Liu S. Li Wei Zhang Hua Chen DiffM 114 0 0 27 May 2025
DreamBoothDPO: Improving Personalized Generation using Direct Preference Optimization Shamil Ayupov M. Nakhodnov Anastasia Yaschenko Andrey Kuznetsov Aibek Alanov 52 0 0 27 May 2025
Intern-GS: Vision Model Guided Sparse-View 3D Gaussian Splatting Xiangyu Sun Runnan Chen Mingming Gong Dong Xu Tongliang Liu 3DGS 34 0 0 27 May 2025
Advancing high-fidelity 3D and Texture Generation with 2.5D latents Xin Yang Jiantao Lin Yingjie Xu Haodong Li Yingcong Chen 3DV 66 0 0 27 May 2025
NatADiff: Adversarial Boundary Guidance for Natural Adversarial Diffusion Max Collins Jordan Vice T. French Ajmal Mian DiffM 48 0 0 27 May 2025
Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Tal Gonen Itai Pemper Ilan Naiman Nimrod Berman Omri Azencot DiffM 70 0 0 26 May 2025
DiffE2E: Rethinking End-to-End Driving with a Hybrid Action Diffusion and Supervised Policy Rui Zhao Yuze Fan Ziguo Chen Fei Gao Zhenhai Gao 78 0 0 26 May 2025
Importance Weighted Score Matching for Diffusion Samplers with Enhanced Mode Coverage Chenguang Wang Xiaoyu Zhang Kaiyuan Cui Weichen Zhao Yongtao Guan Tianshu Yu DiffM 115 0 0 26 May 2025
MotionPro: A Precise Motion Controller for Image-to-Video Generation Zhongwei Zhang Fuchen Long Zhaofan Qiu Yingwei Pan Wu Liu Ting Yao Tao Mei DiffM VGen 75 1 0 26 May 2025
Regularized Personalization of Text-to-Image Diffusion Models without Distributional Drift Gihoon Kim Hyungjin Park Taesup Kim DiffM VLM 199 0 0 26 May 2025
Kernel Space Diffusion Model for Efficient Remote Sensing Pansharpening Hancong Jin Zihan Cao Liangjian Deng DiffM 194 0 0 25 May 2025
Adaptive Diffusion Guidance via Stochastic Optimal Control Iskander Azangulov Peter Potaptchik Qinyu Li Eddie Aamari George Deligiannidis Judith Rousseau 25 0 0 25 May 2025
Test-Time Scaling of Diffusion Models via Noise Trajectory Search Vignav Ramesh Morteza Mardani DiffM 36 0 0 24 May 2025
Generative Data Augmentation for Object Point Cloud Segmentation Dekai Zhu Stefan Gavranovic Flavien Boussuge Benjamin Busam Slobodan Ilic DiffM 3DPC MedIm 45 0 0 23 May 2025
FLEX: A Backbone for Diffusion-Based Modeling of Spatio-temporal Physical Systems N. Benjamin Erichson Vinicius Mikuni Dongwei Lyu Yang Gao Omri Azencot Soon Hoe Lim Michael W. Mahoney AI4CE 898 0 0 23 May 2025
UniDB++: Fast Sampling of Unified Diffusion Bridge Mokai Pan Kaizhen Zhu Yuexin Ma Yanwei Fu Jingyi Yu Jingya Wang Ye Shi 57 0 0 23 May 2025
A Minimalist Method for Fine-tuning Text-to-Image Diffusion Models Yanting Miao William Loh Suraj Kothawade Pacal Poupart 52 0 0 23 May 2025
Predictive posterior sampling from non-stationnary Gaussian process priors via Diffusion models with application to climate data Gabriel V Cardoso Mike Pereira DiffM 30 0 0 23 May 2025
Diffusion Classifiers Understand Compositionality, but Conditions Apply Yujin Jeong Arnas Uselis Seong Joon Oh Anna Rohrbach DiffM CoGe 570 0 3 23 May 2025
Spacetime Geometry of Denoising in Diffusion Models Rafał Karczewski Markus Heinonen Alison Pouplin Søren Hauberg Vikas Garg DiffM 83 0 0 23 May 2025