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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
SynergyAmodal: Deocclude Anything with Text Control Xinyang Li Chengjie Yi Jiawei Lai Mingbao Lin Yansong Qu Shengchuan Zhang Liujuan Cao DiffM 137 0 0 28 Apr 2025
Masked Language Prompting for Generative Data Augmentation in Few-shot Fashion Style Recognition Yuki Hirakawa Ryotaro Shimizu 108 0 0 28 Apr 2025
Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation Gérome Andry François Rozet Sacha Lewin Omer Rochman Victor Mangeleer Matthias Pirlet Elise Faulx Marilaure Grégoire Gilles Louppe AI4Cl 127 3 0 25 Apr 2025
ESDiff: Encoding Strategy-inspired Diffusion Model with Few-shot Learning for Color Image Inpainting Junxuan Zhang Yan Li Mengxiao Geng L. Shi Qiegen Liu DiffM 74 0 0 24 Apr 2025
Fast Autoregressive Models for Continuous Latent Generation Tiankai Hang Jianmin Bao Fangyun Wei Dong Chen DiffM 111 1 0 24 Apr 2025
Multimodal Perception for Goal-oriented Navigation: A Survey I-Tak Ieong Hao Tang LM&Ro LRM 104 0 0 22 Apr 2025
Clifford Group Equivariant Diffusion Models for 3D Molecular Generation Cong Liu Sharvaree P. Vadgama David Ruhe Erik Bekkers Patrick Forré DiffM 103 0 0 22 Apr 2025
Learning Energy-Based Generative Models via Potential Flow: A Variational Principle Approach to Probability Density Homotopy Matching Junn Yong Loo Michelle Adeline Julia Kaiwen Lau Fang Yu Leong Hwa Hui Tew Arghya Pal Vishnu Monn Baskaran Chee-Ming Ting Raphaël C.-W. Phan BDL 109 0 0 22 Apr 2025
DRAGON: Distributional Rewards Optimize Diffusion Generative Models Yatong Bai Jonah Casebeer Somayeh Sojoudi Nicholas J. Bryan DiffM VLM 115 1 0 21 Apr 2025
Diffusion-Driven Inertial Generated Data for Smartphone Location Classification Noa Cohen Rotem Dror Itzik Klein DiffM 68 0 0 20 Apr 2025
FlowLoss: Dynamic Flow-Conditioned Loss Strategy for Video Diffusion Models Kuanting Wu Kei Ota Asako Kanezaki DiffM VGen 120 0 0 20 Apr 2025
Entropic Time Schedulers for Generative Diffusion Models Dejan Stancevic Luca Ambrogioni L. Ambrogioni DiffM OOD 93 0 0 18 Apr 2025
Beyond One-Hot Labels: Semantic Mixing for Model Calibration Haoyang Luo Linwei Tao Minjing Dong Chang Xu 143 0 0 18 Apr 2025
Science-T2I: Addressing Scientific Illusions in Image Synthesis Jialuo Li Wenhao Chai Xingyu Fu Haiyang Xu Saining Xie MedIm 82 1 0 17 Apr 2025
SOPHY: Learning to Generate Simulation-Ready Objects with Physical Materials Junyi Cao Evangelos Kalogerakis AI4CE 67 0 0 17 Apr 2025
MGT: Extending Virtual Try-Off to Multi-Garment Scenarios Riza Velioglu Petra Bevandic Robin Chan Barbara Hammer DiffM 71 0 0 17 Apr 2025
Image-Editing Specialists: An RLAIF Approach for Diffusion Models Elior Benarous Yilun Du Heng Yang 62 0 0 17 Apr 2025
DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging Tianhui Song Weixin Feng Shuai Wang Xinfeng Li Tiezheng Ge Bo Zheng Limin Wang MoMe 137 1 0 16 Apr 2025
Generalization through variance: how noise shapes inductive biases in diffusion models John J. Vastola DiffM 488 5 0 16 Apr 2025
Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching Aaron J. Havens Benjamin Kurt Miller Bing Yan Carles Domingo-Enrich Anuroop Sriram ... Brandon Amos Brian Karrer Xiang Fu Guan-Horng Liu Ricky T. Q. Chen DiffM 186 3 0 16 Apr 2025
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Ziqi Pang Xin Xu Yu-Xiong Wang DiffM 199 0 0 15 Apr 2025
ADT: Tuning Diffusion Models with Adversarial Supervision Dazhong Shen Guanglu Song Yuanxing Zhang Bingqi Ma Lujundong Li D. Jiang Zhuofan Zong Y. Liu DiffM 111 0 0 15 Apr 2025
Autoregressive Distillation of Diffusion Transformers Yeongmin Kim Sotiris Anagnostidis Yuming Du Edgar Schönfeld Jonas Kohler Markos Georgopoulos Albert Pumarola Ali K. Thabet A. Sanakoyeu 82 0 0 15 Apr 2025
Power-scaled Bayesian Inference with Score-based Generative Models Huseyin Tuna Erdinc Yunlin Zeng A. Gahlot Felix J. Herrmann 83 0 0 15 Apr 2025
VideoPanda: Video Panoramic Diffusion with Multi-view Attention Kevin Xie Amirmojtaba Sabour Jiahui Huang Despoina Paschalidou G. Klár Umar Iqbal Sanja Fidler Fangyin Wei VGen MDE 128 1 0 15 Apr 2025
SpinMeRound: Consistent Multi-View Identity Generation Using Diffusion Models Stathis Galanakis Alexandros Lattas Stylianos Moschoglou Bernhard Kainz Stefanos Zafeiriou DiffM 101 0 0 14 Apr 2025
H3AE: High Compression, High Speed, and High Quality AutoEncoder for Video Diffusion Models Yushu Wu Yanyu Li Ivan Skorokhodov Anil Kag Willi Menapace Sharath Girish Aliaksandr Siarohin Yanzhi Wang Sergey Tulyakov DiffM VGen 99 0 0 14 Apr 2025
Prior Does Matter: Visual Navigation via Denoising Diffusion Bridge Models Hao Ren Yiming Zeng Zetong Bi Zhaoliang Wan Junlong Huang Hui Cheng 443 1 0 14 Apr 2025
Dynamical symmetries in the fluctuation-driven regime: an application of Noether's theorem to noisy dynamical systems John J. Vastola 73 0 0 13 Apr 2025
D $^2$ iT: Dynamic Diffusion Transformer for Accurate Image Generation Weinan Jia Mengqi Huang Nan Chen Lei Zhang Zhendong Mao 92 0 0 13 Apr 2025
Diffusion Models for Robotic Manipulation: A Survey Rosa Wolf Yitian Shi Sheng Liu Rania Rayyes 127 2 0 11 Apr 2025
Beyond the Frame: Generating 360° Panoramic Videos from Perspective Videos Rundong Luo Matthew Wallingford Ali Farhadi Noah Snavely Wei-Chiu Ma VGen 154 1 0 10 Apr 2025
DiverseFlow: Sample-Efficient Diverse Mode Coverage in Flows Mashrur M. Morshed Vishnu Boddeti 112 0 0 10 Apr 2025
RAGME: Retrieval Augmented Video Generation for Enhanced Motion Realism E. Peruzzo Dejia Xu Xingqian Xu Humphrey Shi N. Sebe DiffM VGen 94 0 0 09 Apr 2025
EIDT-V: Exploiting Intersections in Diffusion Trajectories for Model-Agnostic, Zero-Shot, Training-Free Text-to-Video Generation Diljeet Jagpal Xi Chen Vinay P. Namboodiri DiffM VGen 62 0 0 09 Apr 2025
CKGAN: Training Generative Adversarial Networks Using Characteristic Kernel Integral Probability Metrics Kuntian Zhang Simin Yu Yaoshu Wang Makoto Onizuka Chuan Xiao GAN 98 0 0 08 Apr 2025
Well2Flow: Reconstruction of reservoir states from sparse wells using score-based generative models Shiqin Zeng Haoyun Li A. Gahlot Felix J. Herrmann DiffM 100 0 0 07 Apr 2025
Unsupervised Estimation of Nonlinear Audio Effects: Comparing Diffusion-Based and Adversarial approaches Eloi Moliner Michal Švento Alec Wright Lauri Juvela Pavel Rajmic Vesa Valimaki DiffM 128 2 0 07 Apr 2025
Gaussian Mixture Flow Matching Models Hansheng Chen Kai Zhang Hao Tan Zexiang Xu Fujun Luan Leonidas Guibas Gordon Wetzstein Sai Bi DiffM 150 2 0 07 Apr 2025
Video4DGen: Enhancing Video and 4D Generation through Mutual Optimization Yikai Wang Guangce Liu Xinzhou Wang Zilong Chen Jiafang Li Xin Liang F. Sun J. Zhu 3DGS VGen 119 0 0 05 Apr 2025
Conditioning Diffusions Using Malliavin Calculus Jakiw Pidstrigach Elizabeth Baker Carles Domingo-Enrich George Deligiannidis Nikolas Nüsken DiffM 87 0 0 04 Apr 2025
Enhanced Diffusion Sampling via Extrapolation with Multiple ODE Solutions Jinyoung Choi Junoh Kang Bohyung Han 81 0 0 02 Apr 2025
InvFussion: Bridging Supervised and Zero-shot Diffusion for Inverse Problems Noam Elata Hyungjin Chung Jong Chul Ye T. Michaeli Michael Elad DiffM 93 0 0 02 Apr 2025
Domain Guidance: A Simple Transfer Approach for a Pre-trained Diffusion Model Jincheng Zhong Xiangcheng Zhang Jianmin Wang Mingsheng Long 86 1 0 02 Apr 2025
Random Conditioning with Distillation for Data-Efficient Diffusion Model Compression Dohyun Kim S. Park Geonhee Han Seung Wook Kim Paul Hongsuck Seo DiffM 114 0 0 02 Apr 2025
Personalized Federated Training of Diffusion Models with Privacy Guarantees Kumar Kshitij Patel Weitong Zhang Lingxiao Wang MedIm 102 0 0 01 Apr 2025
GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors Tian-Xing Xu Xiangjun Gao Wenbo Hu Xiaoyu Li Song-Hai Zhang Ying Shan VGen MDE 156 2 0 01 Apr 2025
Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space Yi Liu Wengen Li Jihong Guan S. Kevin Zhou Yichao Zhang DiffM 87 1 0 31 Mar 2025
DiffScale: Continuous Downscaling and Bias Correction of Subseasonal Wind Speed Forecasts using Diffusion Models Maximilian Springenberg Noelia Otero Yuxin Xue Jackie Ma DiffM AI4Cl 75 0 0 31 Mar 2025
Geometry in Style: 3D Stylization via Surface Normal Deformation Nam Anh Dinh Itai Lang Hyunwoo Kim Oded Stein Rana Hanocka 3DH 145 0 0 29 Mar 2025