Sznitman, Raphael

17 publications

WACV 2025 Active Learning with Context Sampling and One-vs-REST Entropy for Semantic Segmentation Fei Wu, Pablo Márquez Neila, Hedyeh Rafii-Tari, Raphael Sznitman

WACV 2025 SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation Javier Gamazo Tejero, Moritz J Schmid, Pablo Márquez Neila, Martin Zinkernagel, Sebastian Wolf, Raphael Sznitman

WACV 2024 Correlation-Aware Active Learning for Surgery Video Segmentation Fei Wu, Pablo Márquez-Neila, Mingyi Zheng, Hedyeh Rafii-Tari, Raphael Sznitman

TMLR 2024 Hyperbolic Random Forests Lars Doorenbos, Pablo Márquez Neila, Raphael Sznitman, Pascal Mettes

ECCV 2024 Learning Non-Linear Invariants for Unsupervised Out-of-Distribution Detection Lars Doorenbos, Raphael Sznitman, Pablo Márquez Neila

CVPR 2023 Full or Weak Annotations? an Adaptive Strategy for Budget-Constrained Annotation Campaigns Javier Gamazo Tejero, Martin S. Zinkernagel, Sebastian Wolf, Raphael Sznitman, Pablo Márquez-Neila

CVPR 2023 Logical Implications for Visual Question Answering Consistency Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman

ICCV 2023 Stochastic Segmentation with Conditional Categorical Diffusion Models Lukas Zbinden, Lars Doorenbos, Theodoros Pissas, Adrian Thomas Huber, Raphael Sznitman, Pablo Márquez-Neila

ECCV 2022 Data Invariants to Understand Unsupervised Out-of-Distribution Detection Lars Doorenbos, Raphael Sznitman, Pablo Márquez-Neila

NeurIPS 2017 Learning Active Learning from Data Ksenia Konyushkova, Raphael Sznitman, Pascal Fua

CVPR 2016 Active Learning for Delineation of Curvilinear Structures Agata Mosinska-Domanska, Raphael Sznitman, Przemyslaw Glowacki, Pascal Fua

ICML 2015 Bayesian Multiple Target Localization Purnima Rajan, Weidong Han, Raphael Sznitman, Peter Frazier, Bruno Jedynak

ICCV 2015 Introducing Geometry in Active Learning for Image Segmentation Ksenia Konyushkova, Raphael Sznitman, Pascal Fua

CVPR 2014 Reconstructing Evolving Tree Structures in Time Lapse Sequences Przemyslaw Glowacki, Miguel Amavel Pinheiro, Engin Turetken, Raphael Sznitman, Daniel Lebrecht, Jan Kybic, Anthony Holtmaat, Pascal Fua

ICML 2013 An Optimal Policy for Target Localization with Application to Electron Microscopy Raphael Sznitman, Aurelien Lucchi, Peter Frazier, Bruno Jedynak, Pascal Fua

CVPR 2013 Fast Object Detection with Entropy-Driven Evaluation Raphael Sznitman, Carlos Becker, Francois Fleuret, Pascal Fua

ICCVW 2009 Active Background Modeling: Actors on a Stage Raphael Sznitman, Henry Lin, Manaswi Gupta, Gregory D. Hager