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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
DSO: Aligning 3D Generators with Simulation Feedback for Physical Soundness Ruining Li Chuanxia Zheng Christian Rupprecht Andrea Vedaldi 90 2 0 28 Mar 2025
Zero4D: Training-Free 4D Video Generation From Single Video Using Off-the-Shelf Video Diffusion Jangho Park Taesung Kwon Jong Chul Ye VGen 107 1 0 28 Mar 2025
Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation without 3D Data Zhiyuan Ma Xinyue Liang Rongyuan Wu Xiangyu Zhu Zhen Lei Lei Zhang 122 0 0 27 Mar 2025
Double Blind Imaging with Generative Modeling Brett Levac A. Jalal Kannan Ramchandran Jonathan I. Tamir DiffM MedIm 145 0 0 27 Mar 2025
Towards Generating Realistic 3D Semantic Training Data for Autonomous Driving Lucas Nunes Rodrigo Marcuzzi Jens Behley C. Stachniss 3DPC 157 1 0 27 Mar 2025
Optimal Stepsize for Diffusion Sampling Jianning Pei Han Hu Shuyang Gu 111 2 0 27 Mar 2025
High Quality Diffusion Distillation on a Single GPU with Relative and Absolute Position Matching Guoqiang Zhang Kenta Niwa J. P. Lewis Cedric Mesnage W. Kleijn 162 0 0 26 Mar 2025
Learning Straight Flows by Learning Curved Interpolants Shiv Shankar Tomas Geffner 102 0 0 26 Mar 2025
EGVD: Event-Guided Video Diffusion Model for Physically Realistic Large-Motion Frame Interpolation Ziran Zhang Xiaohui Li Yihao Liu Yujin Wang Yueting Chen Tianfan Xue Shi Guo DiffM VGen 124 1 0 26 Mar 2025
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models Prin Phunyaphibarn Phillip Y. Lee Jaihoon Kim Minhyuk Sung DiffM 193 1 0 26 Mar 2025
Data-driven Mesoscale Weather Forecasting Combining Swin-Unet and Diffusion Models Yuta Hirabayashi Daisuke Matsuoka DiffM 72 0 0 25 Mar 2025
AccVideo: Accelerating Video Diffusion Model with Synthetic Dataset Haiyu Zhang Xinyuan Chen Yaohui Wang Xihui Liu Yunhong Wang Yu Qiao VGen 121 1 0 25 Mar 2025
Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing Jaihoon Kim Taehoon Yoon Jisung Hwang Minhyuk Sung DiffM 179 3 0 25 Mar 2025
InPO: Inversion Preference Optimization with Reparametrized DDIM for Efficient Diffusion Model Alignment Yaojie Lu Qichao Wang H. Cao Xierui Wang Xiaoyin Xu Min Zhang 122 1 0 24 Mar 2025
CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models Weichen Fan Amber Yijia Zheng Raymond A. Yeh Ziwei Liu 93 2 0 24 Mar 2025
Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models Jinjin Zhang Qiuyu Huang Junjie Liu Xiefan Guo Di Huang 129 7 0 24 Mar 2025
Hiding Images in Diffusion Models by Editing Learned Score Functions Haoyu Chen Yunqiao Yang Nan Zhong Kede Ma DiffM 135 0 0 24 Mar 2025
FDS: Frequency-Aware Denoising Score for Text-Guided Latent Diffusion Image Editing Yufan Ren Zicong Jiang Tong Zhang Søren Forchhammer Sabine Süsstrunk DiffM 98 0 0 24 Mar 2025
Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model Leheng Zhang Weiyi You Kexuan Shi Shuhang Gu 115 0 0 24 Mar 2025
DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels Erjian Guo Zhen Zhao Zicheng Wang Tong Chen Yunyi Liu Luping Zhou DiffM MedIm 99 1 0 24 Mar 2025
AdaWorld: Learning Adaptable World Models with Latent Actions Shenyuan Gao Siyuan Zhou Yilun Du Jun Zhang Chuang Gan VGen 193 8 0 24 Mar 2025
Guidance Free Image Editing via Explicit Conditioning Mehdi Noroozi Alberto Gil C. P. Ramos Luca Morreale Ruchika Chavhan Malcolm Chadwick Abhinav Mehrotra Sourav Bhattacharya DiffM 121 0 0 22 Mar 2025
Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles Ruoqi Zhang Ziwei Luo Jens Sjölund Per Mattsson Linus Gisslén Alessandro Sestini 69 1 0 21 Mar 2025
Preferential Multi-Objective Bayesian Optimization for Drug Discovery Tai Dang Long-Hung Pham Sang T. Truong Ari Glenn Wendy Nguyen Edward A. Pham Jeffrey S. Glenn Sanmi Koyejo Thang Luong 106 0 0 21 Mar 2025
SV4D 2.0: Enhancing Spatio-Temporal Consistency in Multi-View Video Diffusion for High-Quality 4D Generation Chun-Han Yao Yiming Xie Vikram S. Voleti Huaizu Jiang Varun Jampani 3DGS VGen 144 1 0 20 Mar 2025
Improving Discriminator Guidance in Diffusion Models Alexandre Verine Mehdi Inane Florian Le Bronnec Benjamin Négrevergne Y. Chevaleyre DiffM 117 0 0 20 Mar 2025
Scale-wise Distillation of Diffusion Models Nikita Starodubcev Denis Kuznedelev Artem Babenko Dmitry Baranchuk DiffM 101 0 0 20 Mar 2025
Single-Step Bidirectional Unpaired Image Translation Using Implicit Bridge Consistency Distillation Suhyeon Lee Kwanyoung Kim Jong Chul Ye DiffM 116 1 0 19 Mar 2025
Taming Flow Matching with Unbalanced Optimal Transport into Fast Pansharpening Zihan Cao Yu Zhong Liang-Jian Deng OT 84 0 0 19 Mar 2025
Potential Score Matching: Debiasing Molecular Structure Sampling with Potential Energy Guidance Liya Guo Zun Wang Chang-Shu Liu Junlong Li Pipi Hu Yi Zhu DiffM 77 0 0 18 Mar 2025
MusicInfuser: Making Video Diffusion Listen and Dance Susung Hong Ira Kemelmacher-Shlizerman Brian L. Curless Steven M. Seitz VGen 116 0 0 18 Mar 2025
SIR-DIFF: Sparse Image Sets Restoration with Multi-View Diffusion Model Yucheng Mao Boyang Wang Nilesh Kulkarni Jeong Joon Park DiffM 116 0 0 18 Mar 2025
DPImageBench: A Unified Benchmark for Differentially Private Image Synthesis Chen Gong Kecen Li Zinan Lin Tianhao Wang 220 5 0 18 Mar 2025
LipShiFT: A Certifiably Robust Shift-based Vision Transformer Rohan Menon Nicola Franco Stephan Günnemann 84 0 0 18 Mar 2025
SyncDiff: Diffusion-based Talking Head Synthesis with Bottlenecked Temporal Visual Prior for Improved Synchronization Xulin Fan Heting Gao Ziyi Chen Peng Chang Mei Han Mark Hasegawa-Johnson DiffM 109 0 0 17 Mar 2025
Training Video Foundation Models with NVIDIA NeMo Zeeshan Patel Ethan He Parth Mannan Xiaowei Ren Ryan Wolf ... Rong Ou Pallab Bhattacharya David Page Nima Tajbakhsh Ashwath Aithal VGen 80 0 0 17 Mar 2025
Mitigating Spectral Bias in Neural Operators via High-Frequency Scaling for Physical Systems Siavash Khodakarami Vivek Oommen Aniruddha Bora George Karniadakis AI4CE 113 5 0 17 Mar 2025
MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis Shitong Shao Hongwei Yi Hanzhong Guo Tian Ye Daquan Zhou Michael Lingelbach Zhiqiang Xu Zeke Xie VGen 109 0 0 17 Mar 2025
Generative Gaussian Splatting: Generating 3D Scenes with Video Diffusion Priors Katja Schwarz Norman Mueller Peter Kontschieder 3DGS 155 2 0 17 Mar 2025
TACO: Taming Diffusion for in-the-wild Video Amodal Completion Ruijie Lu Yixin Chen Yu Liu Jiaxiang Tang Junfeng Ni Diwen Wan Gang Zeng Siyuan Huang DiffM VGen 149 3 0 15 Mar 2025
Make Optimization Once and for All with Fine-grained Guidance Mingjia Shi Ruihan Lin Xuxi Chen Yuhao Zhou Zezhen Ding ... Tong Wang Kai Wang Zhangyang Wang Jing Zhang Tianlong Chen 123 1 0 14 Mar 2025
AugGen: Synthetic Augmentation Can Improve Discriminative Models Parsa Rahimi Damien Teney S´ebastien Marcel 140 2 0 14 Mar 2025
Understanding Flatness in Generative Models: Its Role and Benefits Taehwan Lee Kyeongkook Seo Jaejun Yoo Sung Whan Yoon DiffM 99 0 0 14 Mar 2025
Probability-Flow ODE in Infinite-Dimensional Function Spaces Kunwoo Na Junghyun Lee Se-Young Yun Sungbin Lim 81 0 0 13 Mar 2025
Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models Reza Shirkavand Peiran Yu Shangqian Gao Gowthami Somepalli Tom Goldstein Heng-Chiao Huang 198 2 0 13 Mar 2025
On the Generalization Properties of Diffusion Models Puheng Li Zhong Li Huishuai Zhang Jiang Bian 240 39 0 13 Mar 2025
CameraCtrl II: Dynamic Scene Exploration via Camera-controlled Video Diffusion Models Hao He Ceyuan Yang Shanchuan Lin Yinghao Xu Meng Wei Liangke Gui Qi Zhao Gordon Wetzstein Lu Jiang Hongsheng Li DiffM VGen 164 14 0 13 Mar 2025
Studying Classifier(-Free) Guidance From a Classifier-Centric Perspective Xiaoming Zhao Alexander Schwing FaML 102 1 0 13 Mar 2025
I2V3D: Controllable image-to-video generation with 3D guidance Zhiyuan Zhang DongDong Chen J. Liao VGen 115 1 0 12 Mar 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation Junsong Chen Shuchen Xue Yuyang Zhao Jincheng Yu Sayak Paul Junyu Chen Han Cai Enze Xie Enze Xie VLM 179 10 0 12 Mar 2025