Dubost, Florian
- PhysAvatar: Learning the Physics of Dressed 3D Avatars from Visual Observations
2024/04/05 by Yang Zheng, Zheng, Yang, Qingqing Zhao +19 · 10 citations
Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation
- MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
2023/08/30 by Li, Jianning, Zhou, Zongwei, Yang, Jiancheng +154 · 6 citations
#68T01 #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Exploring adversarial attacks in federated learning for medical imaging
2023/10/10 by Erfan Darzi, Darzi, Erfan, Florian Dubost +5 · 3 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021
2022/08/15 by Carole H. Sudre, Kimberlin Van Wijnen, Sudre, Carole H. +95 · 2 citations
Neuroscience · Medicine · #Cerebrospinal fluid and hydrocephalus #Intracerebral and Subarachnoid Hemorrhage Research #Fetal and Pediatric Neurological Disorders
- Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks
2017/06/04 by Bortsova, Gerda, van Tulder, Gijs, Dubost, Florian +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Hydranet: Data Augmentation for Regression Neural Networks
2018/07/12 by Dubost, Florian, Bortsova, Gerda, Adams, Hieab +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Multi-atlas image registration of clinical data with automated quality\n assessment using ventricle segmentation
2019/07/01 by Florian Dubost, Marleen de Bruijne, Dubost, Florian +23 · 1 citation
Computer Science · Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- Weakly Supervised Object Detection with 2D and 3D Regression Neural Networks
2019/06/05 by Dubost, Florian, Adams, Hieab, Yilmaz, Pinar +6 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Double Descent Optimization Pattern and Aliasing: Caveats of Noisy Labels
2021/06/03 by Dubost, Florian, Hong, Erin, Pike, Max +5 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- ATCON: Attention Consistency for Vision Models
2022/10/18 by Mirzazadeh, Ali, Dubost, Florian, Pike, Maxwell +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Restereo: Diffusion stereo video generation and restoration
2025/06/06 by Xingchang Huang, Huang, Xingchang, Ashish Kumar Singh +15 · 3 citations
Computer Science · #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques
- SMILE-UHURA Challenge -- Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms
2024/11/14 by Soumick Chatterjee, Hendrik Mattern, Chatterjee, Soumick +90 · 1 citation
Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #Cerebrovascular and Carotid Artery Diseases #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering