Title
st-DTPM: Spatial-Temporal Guided Diffusion Transformer Probabilistic Model for Delayed Scan PET Image Prediction Ran Hong Yuxia Huang Lei Liu Zhonghui Wu Bingxuan Li X. Wang Qiegen Liu MedIm 147 1 0 30 Oct 2024
Consistency Diffusion Bridge ModelsNeural Information Processing Systems (NeurIPS), 2024 Guande He Kaiwen Zheng Jianfei Chen Fan Bao Jun-Jie Zhu DiffM 269 13 0 30 Oct 2024
PrefPaint: Aligning Image Inpainting Diffusion Model with Human PreferenceNeural Information Processing Systems (NeurIPS), 2024 Kendong Liu Zhiyu Zhu Chuanhao Li Hui Liu H. Zeng Junhui Hou EGVM 231 10 0 29 Oct 2024
CT to PET Translation: A Large-scale Dataset and Domain-Knowledge-Guided Diffusion ApproachIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 D. Nguyen Trung Thanh Nguyen H. Nguyen Thanh Trung Nguyen H. Pham T. Nguyen Thao Nguyen Truong Phi Le Nguyen MedIm 145 2 0 29 Oct 2024
Generative Simulations of The Solar Corona Evolution With Denoising Diffusion : Proof of Concept Grégoire Francisco Francesco P. Ramunno M. Georgoulis João Fernandes Teresa Barata Dario Del Moro DiffM VGen 86 2 0 28 Oct 2024
Novel Object Synthesis via Adaptive Text-Image HarmonyNeural Information Processing Systems (NeurIPS), 2024 Zeren Xiong Zedong Zhang Zikun Chen Shuo Chen Xianrui Li Gan Sun Zhiqiang Wang Jun Li DiffM 195 10 0 28 Oct 2024
Diffusion Attribution Score: Evaluating Training Data Influence in Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2024 Jinxu Lin Linwei Tao Minjing Dong Chang Xu TDI 336 10 0 24 Oct 2024
Fast constrained sampling in pre-trained diffusion models Alexandros Graikos Nebojsa Jojic Dimitris Samaras DiffM 361 2 0 24 Oct 2024
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2024 Giannis Daras Weili Nie Karsten Kreis A. Dimakis Morteza Mardani Nikola B. Kovachki Arash Vahdat DiffM 295 15 0 21 Oct 2024
MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications Yongrui Yu Yannian Gu Shanghang Zhang Xiaofan Zhang MedIm 501 6 0 20 Oct 2024
ERDDCI: Exact Reversible Diffusion via Dual-Chain Inversion for High-Quality Image Editing Jimin Dai Yanzhe Zhang Shuo Chen Zhiqiang Wang Lei Luo DiffM 116 1 0 18 Oct 2024
Measuring Diversity: Axioms and Challenges Mikhail Mironov Liudmila Prokhorenkova 188 3 0 18 Oct 2024
Stochastic Flow Matching for Resolving Small-Scale Physics Stathi Fotiadis Noah D. Brenowitz Tomas Geffner Y. Cohen Michael Pritchard Arash Vahdat Morteza Mardani DiffM 111 4 0 17 Oct 2024
Ensemble-based, large-eddy reconstruction of wind turbine inflow in a near-stationary atmospheric boundary layer through generative artificial intelligenceWind Energy (WE), 2024 A. Rybchuk Luis A. Martínez-Tossas Stefano Letizia N. Hamilton Andy Scholbrock Emina Maric Daniel R. Houck Thomas G. Herges Nathaniel B. de Velder P. Doubrawa AI4CE 189 1 0 17 Oct 2024
Rethinking Visual Counterfactual Explanations Through Region ConstraintInternational Conference on Learning Representations (ICLR), 2024 Bartlomiej Sobieski Jakub Grzywaczewski Bartlomiej Sadlej Matthew Tivnan P. Biecek CML 153 9 0 16 Oct 2024
Simultaneous Diffusion Sampling for Conditional LiDAR Generation Ryan Faulkner Luke Haub Simon Ratcliffe Anh-Dzung Doan Ian Reid Tat-Jun Chin 232 0 0 15 Oct 2024
Learning Diffusion Model from Noisy Measurement using Principled Expectation-Maximization MethodIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Weimin Bai Weiheng Tang E. Ye Siyi Chen Wenzheng Chen H. Sun DiffM 250 2 0 15 Oct 2024
MagicEraser: Erasing Any Objects via Semantics-Aware ControlEuropean Conference on Computer Vision (ECCV), 2024 Fan Li Zixiao Zhang Yi Huang Jianzhuang Liu Renjing Pei Bin Shao Songcen Xu DiffM 178 12 0 14 Oct 2024
EBDM: Exemplar-guided Image Translation with Brownian-bridge Diffusion ModelsEuropean Conference on Computer Vision (ECCV), 2024 Eungbean Lee Somi Jeong Kwanghoon Sohn DiffM 216 6 0 13 Oct 2024
Conditional Generative Models for Contrast-Enhanced Synthesis of T1w and T1 Maps in Brain MRIIEEE International Symposium on Biomedical Imaging (ISBI), 2024 Moritz Piening Fabian Altekrüger Gabriele Steidl Elke Hattingen Eike Steidl MedIm 187 1 0 11 Oct 2024
Gait Sequence Upsampling using Diffusion Models for Single LiDAR SensorsIEEE/SICE International Symposium on System Integration (SII), 2024 Jeongho Ahn Kazuto Nakashima Koki Yoshino Y. Iwashita Ryo Kurazume DiffM 122 1 0 11 Oct 2024
Context-Aware Full Body Anonymization using Text-to-Image Diffusion Models Pascal Zwick Kevin Roesch Marvin Klemp Oliver Bringmann DiffM 165 1 0 11 Oct 2024
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete DiffusionInternational Conference on Learning Representations (ICLR), 2024 Onkar Susladkar Jishu Sen Gupta Chirag Sehgal Sparsh Mittal Rekha Singhal DiffM VGen 282 1 0 10 Oct 2024
Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task LearningComputer Vision and Pattern Recognition (CVPR), 2024 Qianli Ma Xuefei Ning Dongrui Liu Li Niu Linfeng Zhang MoMe 259 1 0 09 Oct 2024
SD- $π$ XL: Generating Low-Resolution Quantized Imagery via Score DistillationACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024 Alexandre Binninger O. Sorkine-Hornung 196 4 0 08 Oct 2024
PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness ModelingInternational Conference on Learning Representations (ICLR), 2024 Junchao Gong Siwei Tu Weidong Yang Ben Fei Kun Chen Wenlong Zhang Xiaokang Yang Wanli Ouyang Lei Bai DiffM 160 7 0 08 Oct 2024
DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing June Suk Choi Kyungmin Lee Jongheon Jeong Saining Xie Jinwoo Shin Kimin Lee DiffM AAML 203 10 0 08 Oct 2024
Towards Unsupervised Blind Face Restoration using Diffusion PriorIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Tianshu Kuai Sina Honari Igor Gilitschenski Alex Levinshtein DiffM 318 0 0 06 Oct 2024
Diffusion State-Guided Projected Gradient for Inverse ProblemsInternational Conference on Learning Representations (ICLR), 2024 Rayhan Zirvi Bahareh Tolooshams Anima Anandkumar DiffM 684 9 0 04 Oct 2024
CalliffusionV2: Personalized Natural Calligraphy Generation with Flexible Multi-modal Control Qisheng Liao Liang Li Yulang Fei Gus Xia DiffM VLM 258 2 0 03 Oct 2024
Computer-aided Colorization State-of-the-science: A SurveyIEEE Transactions on Visualization and Computer Graphics (TVCG), 2024 Yu Cao Xin Duan Xiangqiao Meng P. Y. Mok Ping Li Tong-Yee Lee 185 0 0 03 Oct 2024
Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2024 Seyedmorteza Sadat Otmar Hilliges Romann M. Weber DiffM 339 42 0 03 Oct 2024
Posterior sampling via Langevin dynamics based on generative priors Vishal Purohit Matthew Repasky Jianfeng Lu Qiang Qiu Yao Xie Xiuyuan Cheng DiffM 188 5 0 02 Oct 2024
Khattat: Enhancing Readability and Concept Representation of Semantic Typography Ahmed Hussein Alaa Elsetohy Sama Hadhoud Tameem Bakr Yasser Rohaim Badr AlKhamissi VLM 163 1 0 01 Oct 2024
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image RestorationInternational Conference on Learning Representations (ICLR), 2024 Guy Ohayon T. Michaeli Michael Elad 485 19 0 01 Oct 2024
A Survey on Diffusion Models for Inverse Problems Giannis Daras Hyungjin Chung Chieh-Hsin Lai Yuki Mitsufuji Jong Chul Ye P. Milanfar Alexandros G. Dimakis M. Delbracio MedIm 286 134 0 30 Sep 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun-Yen Chen Siwei Lyu Can Wang VLM 383 18 0 28 Sep 2024
Simulating Dynamic Tumor Contrast Enhancement in Breast MRI using Conditional Generative Adversarial NetworksJournal of Medical Imaging (JMI), 2024 Richard Osuala Smriti Joshi Apostolia Tsirikoglou Lidia Garrucho Walter H. L. Pinaya Daniel M. Lang Julia A. Schnabel Oliver Díaz Karim Lekadir MedIm 318 3 0 27 Sep 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather ConditionsIEEE Transactions on Image Processing (TIP), 2024 Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 531 2 0 27 Sep 2024
PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless ImagingNeural Information Processing Systems (NeurIPS), 2024 Xin Cai Zhiyuan You Hailong Zhang Wentao Liu Liang Feng Tianfan Xue DiffM 193 15 0 26 Sep 2024
Flexiffusion: Segment-wise Neural Architecture Search for Flexible Denoising Schedule Hongtao Huang Xiaojun Chang Weitong Chen 256 0 0 26 Sep 2024
GeoBiked: A Dataset with Geometric Features and Automated Labeling Techniques to Enable Deep Generative Models in Engineering Design Phillip Mueller Sebastian Mueller Lars Mikelsons 351 2 0 25 Sep 2024
Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial Harshith Bachimanchi Giovanni Volpe 135 1 0 24 Sep 2024
Facial Expression-Enhanced TTS: Combining Face Representation and Emotion Intensity for Adaptive Speech Yunji Chu Yunseob Shim Unsang Park 166 1 0 24 Sep 2024
ImPoster: Text and Frequency Guidance for Subject Driven Action Personalization using Diffusion ModelsInternational Conference on Computational Linguistics (COLING), 2024 D. Kothandaraman Kuldeep Kulkarni Sumit Shekhar Balaji Vasan Srinivasan Dinesh Manocha DiffM 296 2 0 24 Sep 2024
Bayesian computation with generative diffusion models by Multilevel Monte Carlo Abdul-Lateef Haji-Ali Marcelo Pereyra Luke Shaw K. Zygalakis DiffM 427 0 0 23 Sep 2024
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language InstructionsInternational Conference on Learning Representations (ICLR), 2024 Weifeng Lin Xinyu Wei Renrui Zhang Le Zhuo Shitian Zhao ... Junlin Xie Junlin Xie Yu Qiao Peng Gao Hongsheng Li MLLM DiffM 481 24 0 23 Sep 2024
Denoising diffusion models for high-resolution microscopy image restorationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Pamela Osuna-Vargas Maren H. Wehrheim Lucas Zinz Johanna Rahm Ashwin Balakrishnan Alexandra Kaminer Mike Heilemann Matthias Kaschube DiffM MedIm 127 1 0 18 Sep 2024
Taming Diffusion Models for Image Restoration: A Review Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schön 285 13 0 16 Sep 2024
GRIN: Zero-Shot Metric Depth with Pixel-Level DiffusionInternational Conference on 3D Vision (3DV), 2024 Vitor Campagnolo Guizilini P. Tokmakov Achal Dave Rares Andrei Ambrus DiffM 256 5 0 15 Sep 2024