Sznitman, Raphael
- Stereo Correspondence and Reconstruction of Endoscopic Data Challenge
2021/01/04 by Max Allan, Allan, Max, A. Jonathan McLeod +44 · 21 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- Learning Active Learning from Data
2017/03/09 by Konyushkova, Ksenia, Sznitman, Raphael, Fua, Pascal · 15 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Surgical Data Science -- from Concepts toward Clinical Translation
2020/10/30 by Maier-Hein, Lena, Eisenmann, Matthias, Sarikaya, Duygu +47 · 11 citations
#Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Learning How To Robustly Estimate Camera Pose in Endoscopic Videos
2023/04/17 by Michel Hayoz, Christopher Hahne, Hayoz, Michel +11 · 12 citations
Computer Science · Engineering · Medicine · #Augmented Reality Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Surgical Simulation and Training
- Stochastic Segmentation with Conditional Categorical Diffusion Models
2023/03/15 by Lukas Zbinden, Zbinden, Lukas, Lars Doorenbos +9 · 6 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery
2018/05/07 by Bodenstedt, Sebastian, Allan, Max, Agustinos, Anthony +17 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Full or Weak annotations? An adaptive strategy for budget-constrained annotation campaigns
2023/03/21 by Javier Gamazo Tejero, Tejero, Javier Gamazo, Martin S. Zinkernagel +7 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification
- Supervised Machine Learning for Analysing Spectra of Exoplanetary Atmospheres
2018/06/11 by Marquez-Neila, Pablo, Fisher, Chloe, Sznitman, Raphael +1 · 1 citation
#Atmospheric and Oceanic Physics (physics.ao-ph) #Data Analysis #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Statistics and Probability (physics.data-an)
- Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training
2023/07/31 by Negin Ghamsarian, Javier Gamazo Tejero, Ghamsarian, Negin +11 · 2 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge
2024/07/16 by Hao Ding, Yuqian Zhang, Ding, Hao +49 · 3 citations
Health Professions · #Computer Vision and Pattern Recognition (cs.CV) #Dental Education, Practice, Research #FOS: Computer and information sciences #Medical Malpractice and Liability Issues #Robotics (cs.RO)
- Galaxy spectroscopy without spectra: Galaxy properties from photometric images with conditional diffusion models
2024/06/26 by Doorenbos, Lars, Sextl, Eva, Heng, Kevin +6 · 2 citations
#Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Consistency-preserving Visual Question Answering in Medical Imaging
2022/06/27 by Sergio Tascon-Morales, Tascon-Morales, Sergio, Pablo Márquez-Neila +3 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Online 3D reconstruction and dense tracking in endoscopic videos
2024/09/09 by Michel Hayoz, Christopher Hahne, Hayoz, Michel +13 · 2 citations
Computer Science · Medicine · #Advanced Data Compression Techniques #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis
- Hyperbolic Random Forests
2023/08/25 by Doorenbos, Lars, Márquez-Neila, Pablo, Sznitman, Raphael +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection
2023/12/11 by Ghamsarian, Negin, El-Shabrawi, Yosuf, Nasirihaghighi, Sahar +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception
2023/12/06 by Negin Ghamsarian, Ghamsarian, Negin, Sebastián Wolf +7 · 1 citation
Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset
2025/06/12 by Sahar Nasirihaghighi, Negin Ghamsarian, Nasirihaghighi, Sahar +11 · 3 citations
Medicine · #Clinical practice guidelines implementation #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surgical Simulation and Training
- Non-Linear Outlier Synthesis for Out-of-Distribution Detection
2024/11/20 by Lars Doorenbos, Raphael Sznitman, Doorenbos, Lars +3 · 1 citation
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Fault Detection and Control Systems #Digital Media Forensic Detection
- Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation
2024/12/09 by Fei Wu, Pablo Márquez-Neila, Wu, Fei +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification