Title
ControlFill: Spatially Adjustable Image Inpainting from Prompt Learning Boseong Jeon 215 0 0 06 Mar 2025
h-Edit: Effective and Flexible Diffusion-Based Editing via Doob's h-TransformComputer Vision and Pattern Recognition (CVPR), 2025 Toan Nguyen Kien Do D. Kieu Thin Nguyen DiffM 204 5 0 04 Mar 2025
CacheQuant: Comprehensively Accelerated Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Xuewen Liu Zhikai Li Qingyi Gu DiffM 172 5 0 03 Mar 2025
Enhancing Retinal Vessel Segmentation Generalization via Layout-Aware Generative Modelling Jonathan Fhima Jan Van Eijgen Lennert Beeckmans Thomas Jacobs Moti Freiman Luis Filipe Nakayama Ingeborg Stalmans Chaim Baskin Joachim A. Behar MedIm 377 0 0 03 Mar 2025
Training Tactile Sensors to Learn Force Sensing from Each Other Zhuo Chen N. Ou Xuyang Zhang Z. Wu Yongqiang Zhao ... Nathan Lepora Lorenzo Jamone Jiankang Deng Shan Luo Shan Luo 297 1 0 02 Mar 2025
Dynamical Diffusion: Learning Temporal Dynamics with Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2025 Xingzhuo Guo Yu Zhang Baixu Chen Haoran Xu Chao Guo Mingsheng Long DiffM AI4TS 317 6 0 02 Mar 2025
Intent Tagging: Exploring Micro-Prompting Interactions for Supporting Granular Human-GenAI Co-Creation WorkflowsInternational Conference on Human Factors in Computing Systems (CHI), 2025 Frederic Gmeiner Nicolai Marquardt Michael Bentley Hugo Romat M. Pahud ... Asta Roseway Nikolas Martelaro Kenneth Holstein K. Hinckley N. Riche 189 9 0 26 Feb 2025
Bayesian Computation in Deep Learning Wenlong Chen Bolian Li Ruqi Zhang Yingzhen Li BDL 452 1 0 25 Feb 2025
CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot ClassificationInternational Conference on Learning Representations (ICLR), 2025 Mingkun Zhang Keping Bi Wei Chen Jiafeng Guo Xueqi Cheng BDL VLM 433 8 0 25 Feb 2025
Mitigating Hallucinations in Diffusion Models through Adaptive Attention Modulation Trevine Oorloff Yaser Yacoob Abhinav Shrivastava 184 3 0 24 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image RestorationInternational Conference on Learning Representations (ICLR), 2024 Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 346 9 0 20 Feb 2025
$Controllable Unlearning for Image-to-Image Generative Models via $\varepsilon$-Constrained Optimization$ Controllable Unlearning for Image-to-Image Generative Models via $\varepsilon$ -Constrained Optimization Xiaohua Feng Chao-Jun Chen Yuyuan Li Lulu Zhang Longfei Li Jun Zhou Xiaolin Zheng MU 295 4 0 20 Feb 2025
Robust Optimization with Diffusion Models for Green SecurityConference on Uncertainty in Artificial Intelligence (UAI), 2025 Lingkai Kong Haichuan Wang Yuqi Pan Cheol Woo Kim Mingxiao Song Alayna Nguyen Tonghan Wang Haifeng Xu Milind Tambe 322 2 0 19 Feb 2025
Vision-Enhanced Time Series Forecasting via Latent Diffusion Models Weilin Ruan Siru Zhong Haomin Wen Yuxuan Liang AI4TS 300 6 0 16 Feb 2025
Guidance-base Diffusion Models for Improving Photoacoustic Image QualityBritish Machine Vision Conference (BMVC), 2025 Tatsuhiro Eguchi Shumpei Takezaki Mihoko Shimano Takayuki Yagi Ryoma Bise MedIm 216 0 0 10 Feb 2025
Revisiting Gradient-based Uncertainty for Monocular Depth EstimationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Julia Hornauer Amir El-Ghoussani Vasileios Belagiannis UQCV 253 3 0 09 Feb 2025
A Diffusion Model Translator for Efficient Image-to-Image TranslationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Mengfei Xia Yu Zhou Ran Yi Wenshu Fan Wenping Wang VLM 372 21 0 01 Feb 2025
Inkspire: Supporting Design Exploration with Generative AI through Analogical SketchingInternational Conference on Human Factors in Computing Systems (CHI), 2025 David Chuan-En Lin Hyeonsu B Kang Nikolas Martelaro A. Kittur Yan-Ying Chen Matthew K. Hong 279 13 0 30 Jan 2025
Dfilled: Repurposing Edge-Enhancing Diffusion for Guided DSM Void Filling Daniel Panangian Ksenia Bittner DiffM 175 0 0 26 Jan 2025
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image RestorationIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2024 Di You Pier Luigi Dragotti DiffM 333 3 0 23 Jan 2025
Ditto: Accelerating Diffusion Model via Temporal Value SimilarityInternational Symposium on High-Performance Computer Architecture (HPCA), 2025 Sungbin Kim Hyunwuk Lee Wonho Cho Mincheol Park Won Woo Ro 363 8 0 20 Jan 2025
Mitigating analytical variability in fMRI results with style transfer Elodie Germani Elisa Fromont Camille Maumet DiffM MedIm 319 3 0 20 Jan 2025
SynthLight: Portrait Relighting with Diffusion Model by Learning to Re-render Synthetic FacesComputer Vision and Pattern Recognition (CVPR), 2025 Sumit Chaturvedi Mengwei Ren Yannick Hold-Geoffroy Jingyuan Liu Julie Dorsey Zhixin Shu DiffM 177 11 0 17 Jan 2025
Introducing 3D Representation for Medical Image Volume-to-Volume Translation via Score Fusion Xiyue Zhu Dou Hoon Kwark Ruike Zhu Kaiwen Hong Yiqi Tao Shirui Luo Yudu Li Zhi-Pei Liang Volodymyr V. Kindratenko MedIm 289 0 0 13 Jan 2025
TDM: Temporally-Consistent Diffusion Model for All-in-One Real-World Video RestorationConference on Multimedia Modeling (MMM), 2025 Yizhou Li Zihua Liu Yusuke Monno Masatoshi Okutomi DiffM VGen 181 2 0 04 Jan 2025
RORem: Training a Robust Object Remover with Human-in-the-LoopComputer Vision and Pattern Recognition (CVPR), 2025 Ruibin Li Tao Yang Song Guo Guang Dai 381 11 0 01 Jan 2025
An Ordinary Differential Equation Sampler with Stochastic Start for Diffusion Bridge Models Yuang Wang Pengfei Jin L. Zhang Quanzheng Li Zhiqiang Chen Dufan Wu DiffM 106 1 0 31 Dec 2024
DPBridge: Latent Diffusion Bridge for Dense Prediction Haorui Ji Taojun Lin Hongdong Li DiffM 452 5 0 29 Dec 2024
Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image GenerationInternational Conference on Advanced Cloud and Big Data (ICACBD), 2024 Sen Peng Jijia Yang Mingyue Wang Jianfei He Xiaohua Jia DiffM 182 1 0 25 Dec 2024
A Conditional Diffusion Model for Electrical Impedance Tomography Image ReconstructionIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2024 Shuaikai Shi Ruiyuan Kang P. Liatsis MedIm DiffM 254 5 0 22 Dec 2024
Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion Massimiliano Viola Kevin Qu Nando Metzger Bingxin Ke Alexander Becker Konrad Schindler Anton Obukhov VLM MDE 684 17 0 18 Dec 2024
EditSplat: Multi-View Fusion and Attention-Guided Optimization for View-Consistent 3D Scene Editing with 3D Gaussian SplattingComputer Vision and Pattern Recognition (CVPR), 2024 Dong In Lee Hyeongcheol Park Jiyoung Seo Eunbyung Park Hyunje Park Ha Dam Baek Shin Sangheon Sangmin kim Sangpil Kim 3DGS 361 16 0 16 Dec 2024
Video Diffusion Transformers are In-Context Learners Zhengcong Fei Di Qiu Changqian Yu Debang Li Mingyuan Fan VGen DiffM 795 7 0 14 Dec 2024
Safety Monitoring of Machine Learning Perception Functions: a SurveyInternational Conference on Climate Informatics (ICCI), 2024 Raul Sena Ferreira Joris Guérin Kevin Delmas Jérémie Guiochet H. Waeselynck 274 3 0 09 Dec 2024
ARTeFACT: Benchmarking Segmentation Models on Diverse Analogue Media DamageIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 D. Ivanova Marco Aversa Paul Henderson John Williamson 212 0 0 05 Dec 2024
GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing Khawar Islam M. Zaheer Arif Mahmood Karthik Nandakumar Naveed Akhtar DiffM 603 5 0 03 Dec 2024
CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks Zhixiang Guo Yaning Tan Aishan Liu Dacheng Tao AAML 430 4 0 02 Dec 2024
DiffSLT: Enhancing Diversity in Sign Language Translation via Diffusion ModelPattern Recognition Letters (PR), 2024 JiHwan Moon Jihoon Park Jungeun Kim Jongseong Bae Hyeongwoo Jeon Ha Young Kim 252 2 0 26 Nov 2024
Boost 3D Reconstruction using Diffusion-based Monocular Camera Calibration Junyuan Deng Wei Yin Xiaoyang Guo Qian Zhang Xiaotao Hu Weiqiang Ren Xiaoxiao Long P. Tan MDE DiffM 407 1 0 26 Nov 2024
Privacy Protection in Personalized Diffusion Models via Targeted Cross-Attention Adversarial Attack Xide Xu Muhammad Atif Butt Sandesh Kamath Bogdan Raducanu DiffM AAML 268 4 0 25 Nov 2024
Frequency-Guided Posterior Sampling for Diffusion-Based Image Restoration D. Thaker Abhishek Goyal René Vidal DiffM 259 1 0 22 Nov 2024
Latent Knowledge-Guided Video Diffusion for Scientific Phenomena Generation from a Single Initial Frame Qinglong Cao Xirui Li Ding Wang Yuntian Chen Chao Ma Yunbo Wang DiffM VGen 509 6 0 18 Nov 2024
C-DiffSET: Leveraging Latent Diffusion for SAR-to-EO Image Translation with Confidence-Guided Reliable Object Generation Jeonghyeok Do Jaehyup Lee Munchurl Kim DiffM 423 4 0 16 Nov 2024
Probabilistic Prior Driven Attention Mechanism Based on Diffusion Model for Imaging Through Atmospheric Turbulence Guodong Sun Qixiang Ma Liqiang Zhang Hongwei Wang Zixuan Gao Haotian Zhang DiffM 139 1 0 15 Nov 2024
Hardware-Friendly Diffusion Models with Fixed-Size Reusable Structures for On-Device Image Generation Sanchar Palit Sathya Veera Reddy Dendi Mallikarjuna Talluri Raj Narayana Gadde 210 0 0 09 Nov 2024
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and GenerationNeural Information Processing Systems (NeurIPS), 2024 Vidit Goel Huseyin Coskun Jierun Chen Junli Cao Willi Menapace Aliaksandr Siarohin Sergey Tulyakov Jian Ren 211 4 0 07 Nov 2024
Brain Tumour Removing and Missing Modality Generation using 3D WDM André Ferreira Gijs Luijten B. Puladi Jens Kleesiek Victor Alves Jan Egger 210 2 0 07 Nov 2024
Exploring the Interplay Between Video Generation and World Models in Autonomous Driving: A Survey Ao Fu Yi Zhou Tao Zhou Yue Yang Bojun Gao Qun Li Guobin Wu Ling Shao VGen 233 5 0 05 Nov 2024
Towards Small Object Editing: A Benchmark Dataset and A Training-Free ApproachACM Multimedia (MM), 2024 Qihe Pan Zhen Zhao Zicheng Wang Sifan Long Yiming Wu Wei Ji Haoran Liang Ronghua Liang 122 2 0 03 Nov 2024
Stochastic Reconstruction of Gappy Lagrangian Turbulent Signals by Conditional Diffusion ModelsCommunications Physics (Commun. Phys.), 2024 Tianyi Li Luca Biferale F. Bonaccorso M. Buzzicotti Luca Centurioni DiffM 215 6 0 31 Oct 2024