Marc Pouly

53 papers A* 1A 1B 1C 1Journal 24Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Global Atlas of Digital Dermatology to Map Innovation and Disparities.
CoRR
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Lea Habermacher, Labelling Consortium, Ludovic Amruthalingam, Matthew Groh, Marc Pouly, Alexander A. Navarini
2025 J jnl
CleanPatrick: A Benchmark for Image Data Cleaning.
CoRR
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Elisabeth Victoria Goessinger, Hanna Lindemann, Marie Bargiela, Marie Hofbauer, Omar Badri, Philipp Tschandl, Arash Koochek, Matthew Groh, Alexander A. Navarini, Marc Pouly
2025 J jnl
Clinical Uncertainty Impacts Machine Learning Evaluations.
CoRR
Simone Lionetti, Fabian Gröger, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Alexander A. Navarini, Marc Pouly
2025 — conf
FoodTaxo: Generating Food Taxonomies with Large Language Models.
ACL (6)
Pascal Wullschleger, Majid Zarharan, Donnacha Daly, Marc Pouly, Jennifer Foster
2025 J jnl
FoodTaxo: Generating Food Taxonomies with Large Language Models.
CoRR
Pascal Wullschleger, Majid Zarharan, Donnacha Daly, Marc Pouly, Jennifer Foster
2025 — conf
Is Hyperbolic Space All You Need for Medical Anomaly Detection?
MICCAI (3)
Álvaro González-Jiménez, Simone Lionetti, Ludovic Amruthalingam, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2025 J jnl
Is Hyperbolic Space All You Need for Medical Anomaly Detection?
CoRR
Álvaro González-Jiménez, Simone Lionetti, Ludovic Amruthalingam, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2025 J jnl
No Gold Standard, No Problem: Reference-Free Evaluation of Taxonomies.
CoRR
Pascal Wullschleger, Majid Zarharan, Donnacha Daly, Marc Pouly, Jennifer Foster
2025 J jnl
Representation-Based Data Quality Audits for Audio.
CoRR
Álvaro González-Jiménez, Fabian Gröger, Linda Wermelinger, Andrin Bürli, Iason Kastanis, Simone Lionetti, Marc Pouly
2025 J jnl
Robust T-Loss for medical image segmentation.
Medical Image Anal.
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Alexander A. Navarini, Marc Pouly
2024 J jnl
Estimating Text Similarity based on Semantic Concept Embeddings.
CoRR
Tim vor der Brück, Marc Pouly
2024 — conf
Hyperbolic Metric Learning for Visual Outlier Detection.
ECCV Workshops (17)
Álvaro González-Jiménez, Simone Lionetti, Dena Bazazian, Philippe Gottfrois, Fabian Gröger, Alexander A. Navarini, Marc Pouly
2024 J jnl
Hyperbolic Metric Learning for Visual Outlier Detection.
CoRR
Álvaro González-Jiménez, Simone Lionetti, Dena Bazazian, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2024 A* conf
Intrinsic Self-Supervision for Data Quality Audits.
NeurIPS
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Matthew Groh, Alexander A. Navarini, Marc Pouly
2024 — conf
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa.
MICCAI (3)
Philippe Gottfrois, Fabian Gröger, Faly Herizo Andriambololoniaina, Ludovic Amruthalingam, Álvaro González-Jiménez, Christophe Hsu, Agnes Kessy, Simone Lionetti, Daudi Mavura, Wingston Ng'ambi, Dingase Faith Ngongonda, Marc Pouly, Mendrika Fifaliana Rakotoarisaona, Fahafahantsoa Rapelanoro Rabenja, Ibrahima Traoré, Alexander A. Navarini
2024 J jnl
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa.
CoRR
Philippe Gottfrois, Fabian Gröger, Faly Herizo Andriambololoniaina, Ludovic Amruthalingam, Álvaro González-Jiménez, Christophe Hsu, Agnes Kessy, Simone Lionetti, Daudi Mavura, Wingston Ng'ambi, Dingase Faith Ngongonda, Marc Pouly, Mendrika Fifaliana Rakotoarisaona, Fahafahantsoa Rapelanoro Rabenja, Ibrahima Traoré, Alexander A. Navarini
2024 J jnl
Towards Scalable Foundation Models for Digital Dermatology.
CoRR
Fabian Gröger, Philippe Gottfrois, Ludovic Amruthalingam, Álvaro González-Jiménez, Simone Lionetti, Luis R. Soenksen-Martinez, Alexander A. Navarini, Marc Pouly
2023 J jnl
Assessing Guest Nationality Composition from Hotel Reviews.
CoRR
Fabian Gröger, Marc Pouly, Flavia Tinner, Leif Brandes
2023 — conf
Mastering Fencing Techniques with Machine Learning: A Video-Based Classification and Correction System.
SDS
Solange Emmenegger, Matthias Egli, Marc Pouly
2023 — conf
Robust T-Loss for Medical Image Segmentation.
MICCAI (3)
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2023 J jnl
Robust T-Loss for Medical Image Segmentation.
CoRR
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2023 — conf
SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology.
CVPR Workshops
Álvaro González-Jiménez, Simone Lionetti, Marc Pouly, Alexander A. Navarini
2023 J jnl
SelfClean: A Self-Supervised Data Cleaning Strategy.
CoRR
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Labelling Consortium, Matthew Groh, Alexander A. Navarini, Marc Pouly
2023 — conf
Towards Reliable Dermatology Evaluation Benchmarks.
ML4H@NeurIPS
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly
2023 J jnl
Towards Reliable Dermatology Evaluation Benchmarks.
CoRR
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly
2022 — conf
Assessing Guest Nationality Composition from Hotel Reviews.
SDS
Fabian Gröger, Marc Pouly, Flavia Tinner, Leif Brandes
2021 J jnl
Cable tree wiring - benchmarking solvers on a real-world scheduling problem with a variety of precedence constraints.
Constraints An Int. J.
Jana Koehler, Josef Bürgler, Urs Fontana, Etienne Fux, Florian A. Herzog, Marc Pouly, Sophia Saller, Anastasia Salyaeva, Peter Scheiblechner, Kai Waelti
2021 — conf
Tourism Forecast with Weather, Event, and Cross-industry Data.
ICAART (2)
Simone Lionetti, Daniel Pfäffli, Marc Pouly, Tim vor der Brück, Philipp Wegelin
2021 — conf
Towards Crafting Beer with Artificial Intelligence.
SDS
Marc Bravin, Daniel Pfäffli, Kevin Kuhn, Marc Pouly
2020 — conf
Applications of Generative Adversarial Networks to Dermatologic Imaging.
ANNPR
Fabian Furger, Ludovic Amruthalingam, Alexander A. Navarini, Marc Pouly
2020 — conf
Automated Smartification of Notices to Airmen.
SDS
Marc Bravin, Daniel Pfäffli, Sita Mazumder, Marc Pouly
2020 J jnl
Cable Tree Wiring - Benchmarking Solvers on a Real-World Scheduling Problem with a Variety of Precedence Constraints.
CoRR
Jana Koehler, Josef Bürgler, Urs Fontana, Etienne Fux, Florian A. Herzog, Marc Pouly, Sophia Saller, Anastasia Salyaeva, Peter Scheiblechner, Kai Waelti
2019 — conf
A Game-centric Approach to Teaching Artificial Intelligence.
CSEDU (1)
Marc Pouly, Thomas Koller, Ruedi Arnold
2019 — conf
Spectral Text Similarity Measures.
CICLing (2)
Tim vor der Brück, Marc Pouly
2019 J jnl
Sufficient and necessary conditions for solution finding in valuation-based systems.
Int. J. Approx. Reason.
Jordi Roca-Lacostena, Jesús Cerquides, Marc Pouly
2019 — conf
Text Similarity Estimation Based on Word Embeddings and Matrix Norms for Targeted Marketing.
NAACL-HLT (1)
Tim vor der Brück, Marc Pouly
2017 — conf
On using Support Vector Machines for the Detection and Quantification of Hand Eczema.
ICAART (2)
Stefan Schnürle, Marc Pouly, Tim vor der Brück, Alexander A. Navarini, Thomas Koller
2016 J jnl
Probabilistic reasoning with graphical security models.
Inf. Sci.
Barbara Kordy, Marc Pouly, Patrick Schweitzer
2016 — conf
Skyline Computation on Commercial Data.
ICAART (2)
Michael Galli, Stefan Schnürle, Ruedi Arnold, Marc Pouly
2015 — conf
Guided Specification and Analysis of a Loyalty Card System.
GraMSec
Laurent Cuennet, Marc Pouly, Sasa Radomirovic
2015 J jnl
Sufficient and necessary conditions for Dynamic Programming in Valuation-Based Systems.
CoRR
Jordi Roca-Lacostena, Jesús Cerquides, Marc Pouly
2014 B conf
A Probabilistic Framework for Security Scenarios with Dependent Actions.
IFM
Barbara Kordy, Marc Pouly, Patrick Schweitzer
2014 A conf
Detection and Quantification of Hand Eczema by Visible Spectrum Skin Pattern Analysis.
ECAI
Christoph Suter, Alexander A. Navarini, Marc Pouly, Ruedi Arnold, Florian S. Gutzwiller, René Meier, Thomas Koller
2013 J jnl
Generalized information theory for hints.
Int. J. Approx. Reason.
Marc Pouly, Jürg Kohlas, Peter Y. A. Ryan
2012 J jnl
Generic local computation.
J. Comput. Syst. Sci.
Jürg Kohlas, Marc Pouly, Cesar Schneuwly
2011 — conf
Computational Aspects of Attack-Defense Trees.
SIIS
Barbara Kordy, Marc Pouly, Patrick Schweitzer
2011 C conf
Generalized Information Theory Based on the Theory of Hints.
ECSQARU
Marc Pouly
2011 — conf
Generic Solution Construction in Valuation-Based Systems.
Canadian AI
Marc Pouly
2010 — conf
A Generic Approach for Sparse Path Problems.
ICAART (1)
Marc Pouly
2010 J jnl
Nenok - a Software Architecture for Generic Inference.
Int. J. Artif. Intell. Tools
Marc Pouly
2008 — ch.
Information Algebra.
Wiley Encyclopedia of Computer Science and Engineering
Jürg Kohlas, Marc Pouly, Cesar Schneuwly
2007 — conf
Compiling Solution Configurations in Semiring Valuation Systems.
MICAI
Marc Pouly, Rolf Haenni, Michael Wachter
2007 — conf
Optimizing Inference in Bayesian Networks and Semiring Valuation Algebras.
MICAI
Michael Wachter, Rolf Haenni, Marc Pouly