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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
Don't be so negative! Score-based Generative Modeling with Oracle-assisted Guidance Saeid Naderiparizi Xiaoxuan Liang Berend Zwartsenberg Frank Wood Frank Wood DiffM 88 5 0 15 Jul 2025
Diffusion Models for Robotic Manipulation: A Survey Rosa Wolf Yitian Shi Sheng Liu Rania Rayyes 127 2 0 15 Jul 2025
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles Xing Shen Hengguan Huang Brennan Nichyporuk Tal Arbel MedIm 149 4 0 01 Jul 2025
OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models Gaojie Lin Jianwen Jiang Jiaqi Yang Zerong Zheng Chao Liang DiffM VGen 399 29 0 01 Jul 2025
Score-based Generative Diffusion Models to Synthesize Full-dose FDG Brain PET from MRI in Epilepsy Patients Jiaqi Wu J. Ouyang Farshad Moradi Mohammad Mehdi Khalighi Greg Zaharchuk DiffM MedIm 21 0 0 01 Jul 2025
Noise-Informed Diffusion-Generated Image Detection with Anomaly Attention Weinan Guan Wei Wang Bo Peng Ziwen He Jing Dong Haonan Cheng DiffM 26 0 0 20 Jun 2025
Beyond Blur: A Fluid Perspective on Generative Diffusion Models Grzegorz Gruszczynski Michal Jan Wlodarczyk Jakub J Meixner Przemyslaw Musialski DiffM 28 0 0 20 Jun 2025
A Prior-Guided Joint Diffusion Model in Projection Domain for PET Tracer Conversion Fang Chen Weifeng Zhang Xingyu Ai Bingxuan Li An Li Qiegen Liu MedIm 27 0 0 20 Jun 2025
RapFlow-TTS: Rapid and High-Fidelity Text-to-Speech with Improved Consistency Flow Matching Hyun Joon Park Jeongmin Liu Jin Sob Kim Jeong Yeol Yang Sung Won Han Eunwoo Song 30 0 0 20 Jun 2025
Deep generative models as the probability transformation functions Vitalii Bondar Vira Babenko Roman Trembovetskyi Yurii Korobeinyk Viktoriya Dzyuba 29 0 0 20 Jun 2025
Schrödinger Bridge Matching for Tree-Structured Costs and Entropic Wasserstein Barycentres Samuel Howard Peter Potaptchik George Deligiannidis OT 35 0 0 20 Jun 2025
DiffO: Single-step Diffusion for Image Compression at Ultra-Low Bitrates Chanung Park J. Lee Jong Hwan Ko DiffM 17 0 0 19 Jun 2025
VS-Singer: Vision-Guided Stereo Singing Voice Synthesis with Consistency Schrödinger Bridge Zijing Zhao Kai Wang Hao-Ming Huang Ying Hu Liang He J. Yang 31 0 0 19 Jun 2025
Progressive Inference-Time Annealing of Diffusion Models for Sampling from Boltzmann Densities Tara Akhound-Sadegh Jungyoon Lee A. Bose Valentin De Bortoli Arnaud Doucet Michael M. Bronstein Dominique Beaini Siamak Ravanbakhsh Kirill Neklyudov Alexander Tong DiffM 26 0 0 19 Jun 2025
Improving Rectified Flow with Boundary Conditions Xixi Hu Runlong Liao Keyang Xu B. Liu Yeqing Li Eugene Ie Hongliang Fei Qiang Liu 17 0 0 18 Jun 2025
TrajDiff: Diffusion Bridge Network with Semantic Alignment for Trajectory Similarity Computation Xiao Zhang Xingyu Zhao Hong Xia Yuan Cao Guiyuan Jiang Junyu Dong Yanwei Yu 22 0 0 18 Jun 2025
UniRelight: Learning Joint Decomposition and Synthesis for Video Relighting Kai He Ruofan Liang Jacob Munkberg J. Hasselgren Nandita Vijaykumar Alexander Keller Sanja Fidler Igor Gilitschenski Zan Gojcic Zian Wang 47 0 0 18 Jun 2025
FRIDU: Functional Map Refinement with Guided Image Diffusion Avigail Cohen Rimon Mirela Ben Chen Or Litany DiffM 38 0 0 17 Jun 2025
Diagnosing and Improving Diffusion Models by Estimating the Optimal Loss Value Yixian Xu Shengjie Luo Liwei Wang Di He Chang Liu 31 0 0 16 Jun 2025
STAGE: A Stream-Centric Generative World Model for Long-Horizon Driving-Scene Simulation Jiamin Wang Yichen Yao Xiang Feng Hang Wu Yaming Wang Qingqiu Huang Y. Ma Xinge Zhu VGen 31 0 0 16 Jun 2025
Exploiting the Exact Denoising Posterior Score in Training-Free Guidance of Diffusion Models Gregory Bellchambers DiffM 28 0 0 16 Jun 2025
Auditing Data Provenance in Real-world Text-to-Image Diffusion Models for Privacy and Copyright Protection Jie Zhu Leye Wang 31 0 0 13 Jun 2025
Multi-Loco: Unifying Multi-Embodiment Legged Locomotion via Reinforcement Learning Augmented Diffusion Shunpeng Yang Zhen Fu Zhefeng Cao Guo Junde Patrick M. Wensing Wei Zhang Hua-zeng Chen 35 0 0 13 Jun 2025
Graph-MLLM: Harnessing Multimodal Large Language Models for Multimodal Graph Learning Jiajin Liu Dongzhe Fan Jiacheng Shen Chuanhao Ji Daochen Zha Qiaoyu Tan 122 0 0 12 Jun 2025
The Diffusion Duality Subham S. Sahoo Justin Deschenaux Aaron Gokaslan Guanghan Wang Justin T Chiu Volodymyr Kuleshov DiffM 128 4 0 12 Jun 2025
DiffPR: Diffusion-Based Phase Reconstruction via Frequency-Decoupled Learning Yi Zhang DiffM 34 0 0 12 Jun 2025
NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors Numaan Naeem Sarfraz Ahmad Momina Ahsan Hasan Iqbal LRM 129 0 0 12 Jun 2025
Geometric Regularity in Deterministic Sampling of Diffusion-based Generative Models Defang Chen Zhenyu Zhou C. Wang Siwei Lyu DiffM 69 0 0 11 Jun 2025
Noise Conditional Variational Score Distillation Xinyu Peng Ziyang Zheng Yaoming Wang Han Li Nuowen Kan Wenrui Dai Chenglin Li Junni Zou Hongkai Xiong DiffM 108 0 0 11 Jun 2025
Revisiting Diffusion Models: From Generative Pre-training to One-Step Generation Bowen Zheng Tianming Yang VLM 79 0 0 11 Jun 2025
SPARKE: Scalable Prompt-Aware Diversity Guidance in Diffusion Models via RKE Score Mohammad Jalali Haoyu Lei Amin Gohari Farzan Farnia DiffM 68 0 0 11 Jun 2025
ScoreMix: Improving Face Recognition via Score Composition in Diffusion Generators Parsa Rahimi S´ebastien Marcel DiffM 43 0 0 11 Jun 2025
Canonical Latent Representations in Conditional Diffusion Models Yitao Xu Tong Zhang Ehsan Pajouheshgar Sabine Süsstrunk DiffM 83 0 0 11 Jun 2025
A Review on Score-based Generative Models for Audio Applications Ge Zhu Yutong Wen Zhiyao Duan DiffM MedIm 43 0 0 10 Jun 2025
MagCache: Fast Video Generation with Magnitude-Aware Cache Zehong Ma Longhui Wei Feng Wang Shiliang Zhang Q. Tian 46 0 0 10 Jun 2025
Ambient Diffusion Omni: Training Good Models with Bad Data Giannis Daras Adrian Rodriguez-Munoz Adam R. Klivans Antonio Torralba Constantinos Daskalakis 30 0 0 10 Jun 2025
Diffuse and Disperse: Image Generation with Representation Regularization Runqian Wang Kaiming He DiffM 52 0 0 10 Jun 2025
StreamSplat: Towards Online Dynamic 3D Reconstruction from Uncalibrated Video Streams Zike Wu Qi Yan Xuanyu Yi Lele Wang Renjie Liao 3DGS 30 0 0 10 Jun 2025
EtiCor++: Towards Understanding Etiquettical Bias in LLMs Ashutosh Dwivedi Siddhant Singh Ashutosh Modi 30 0 0 10 Jun 2025
From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Agnese Taluzzi Davide Gesualdi Riccardo Santambrogio Chiara Plizzari Francesca Palermo S. Mentasti Matteo Matteucci GNN 53 2 0 10 Jun 2025
Accelerating Diffusion Models in Offline RL via Reward-Aware Consistency Trajectory Distillation Xintong Duan Yutong He Fahim Tajwar Ruslan Salakhutdinov J. Zico Kolter J. Schneider OffRL 23 0 0 09 Jun 2025
Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Kevin Rojas Yuchen Zhu Sichen Zhu Felix X.-F. Ye Molei Tao DiffM 25 0 0 09 Jun 2025
A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation Andrew Z. Wang Songwei Ge Tero Karras Ming-Yu Liu Yogesh Balaji 34 0 0 09 Jun 2025
Continuous Semi-Implicit Models L. Yu Jiajun Zha Tong Yang Tianyu Xie Xiangyu Zhang S.-H. Gary Chan Cheng Zhang DiffM 15 0 0 07 Jun 2025
ResPF: Residual Poisson Flow for Efficient and Physically Consistent Sparse-View CT Reconstruction Changsheng Fang Yongtong Liu Bahareh Morovati Shuo Han Yu Shi Li Zhou S. Fan Hengyong Yu DiffM MedIm 20 0 0 06 Jun 2025
Exponential Family Variational Flow Matching for Tabular Data Generation Andrés Guzmán-Cordero Floor Eijkelboom Jan-Willem van de Meent 72 0 0 06 Jun 2025
RNE: a plug-and-play framework for diffusion density estimation and inference-time control Jiajun He Jose Miguel Hernandez-Lobato Yuanqi Du Francisco Vargas 104 0 0 06 Jun 2025
Restereo: Diffusion stereo video generation and restoration Xingchang Huang Ashish Kumar Singh Florian Dubost C. N. Vasconcelos Sakar Khattar Liang Shi Christian Theobalt Cengiz Öztireli Gurprit Singh DiffM VGen 79 0 0 06 Jun 2025
MARBLE: Material Recomposition and Blending in CLIP-Space Ta-Ying Cheng Prafull Sharma Mark Boss Varun Jampani DiffM 110 0 0 05 Jun 2025
Neural MJD: Neural Non-Stationary Merton Jump Diffusion for Time Series Prediction Yuanpei Gao Qi Yan Yan Leng Renjie Liao AI4TS 103 0 0 05 Jun 2025