The Swiss Army Knife for Image-to-Image Translation: Multi-Task
Diffusion Models

The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models

6 April 2022

Robin Sandkühler

Florentin Bieder

Philippe C. Cattin

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Papers citing "The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models"

18 / 18 papers shown

Title
Mitigating Hallucinations in Diffusion Models through Adaptive Attention Modulation Trevine Oorloff Yaser Yacoob Abhinav Shrivastava 74 0 0 24 Feb 2025
Denoising Diffusion Models for Anomaly Localization in Medical Images Cosmin I. Bercea P. Cattin Julia A. Schnabel J. Wolleb DiffM MedIm 73 1 0 31 Oct 2024
Noise Calibration: Plug-and-play Content-Preserving Video Enhancement using Pre-trained Video Diffusion Models Qinyu Yang Haoxin Chen Yong Zhang Menghan Xia Xiaodong Cun Zhixun Su Ying Shan DiffM 83 3 0 14 Jul 2024
StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining Tushar Kataria Beatrice Knudsen Shireen Y. Elhabian DiffM MedIm 108 10 0 17 Mar 2024
DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction Jun Xiong Peng Zhang Tao You Chuanyue Li Wei Huang Yufei Zha DiffM 85 5 0 02 Mar 2024
VALD-MD: Visual Attribution via Latent Diffusion for Medical Diagnostics Ammar A. Siddiqui Santosh Tirunagari Tehseen Zia David Windridge MedIm 91 1 0 02 Jan 2024
IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI Bochuan Cao Changjiang Li Ting Wang Jinyuan Jia Bo Li Jinghui Chen DiffM 72 22 0 30 Oct 2023
Denoising diffusion-based MRI to CT image translation enables automated spinal segmentation Robert Graf Joachim Schmitt Sarah Schlaeger Hendrik Kristian Möller Vasiliki Sideri-Lampretsa ... S. M. Krieg Benedikt Wiestler Bjoern Menze Daniel Rueckert Jan Stefan Kirschke MedIm DiffM 98 21 0 18 Aug 2023
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review Aghiles Kebaili J. Lapuyade-Lahorgue S. Ruan MedIm 88 157 0 24 Jul 2023
TomatoDIFF: On-plant Tomato Segmentation with Denoising Diffusion Models Marija Ivanovska Vitomir Štruc J. Pers DiffM 90 3 0 03 Jul 2023
GD-VDM: Generated Depth for better Diffusion-based Video Generation Ariel Lapid Idan Achituve Lior Bracha Ethan Fetaya DiffM VGen 130 9 0 19 Jun 2023
DiffSketching: Sketch Control Image Synthesis with Diffusion Models Qiang Wang Di Kong Fengyin Lin Yonggang Qi DiffM 80 14 0 30 May 2023
Diffusion Models for Contrast Harmonization of Magnetic Resonance Images Alicia Durrer J. Wolleb Florentin Bieder T. Sinnecker Matthias Weigel Robin Sandkühler Cristina Granziera Ozgur Yaldizli Philippe C. Cattin MedIm 75 12 0 14 Mar 2023
Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models Jun Yue Leyuan Fang Shaobo Xia Yue Deng Jiayi Ma DiffM 97 110 0 19 Jan 2023
Diff-Font: Diffusion Model for Robust One-Shot Font Generation Haibin He Xinyuan Chen Chaoyue Wang Juhua Liu Bo Du Dacheng Tao Yu Qiao DiffM 105 39 0 12 Dec 2022
Diffusion Models for Medical Image Analysis: A Comprehensive Survey Amirhossein Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz Ilker Hacihaliloglu Dorit Merhof DiffM MedIm 137 399 0 14 Nov 2022
Multitask Brain Tumor Inpainting with Diffusion Models: A Methodological Report Pouria Rouzrokh Bardia Khosravi S. Faghani Mana Moassefi Sanaz Vahdati Bradley J. Erickson DiffM MedIm 122 24 0 21 Oct 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 369 1,260 0 10 Sep 2022