Marc Pouly

According to our database, Marc Pouly authored at least 35 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Hyperbolic Metric Learning for Visual Outlier Detection.

Álvaro González-Jiménez, Simone Lionetti, Dena Bazazian, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini

CoRR, 2024

Estimating Text Similarity based on Semantic Concept Embeddings.

Tim vor der Brück, Marc Pouly

CoRR, 2024

PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa.

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

SelfClean: A Self-Supervised Data Cleaning Strategy.

Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Labelling Consortium, Matthew Groh, Alexander A. Navarini, Marc Pouly

CoRR, 2023

Mastering Fencing Techniques with Machine Learning: A Video-Based Classification and Correction System.

Solange Emmenegger, Matthias Egli, Marc Pouly

Proceedings of the 10th IEEE Swiss Conference on Data Science, 2023

Towards Reliable Dermatology Evaluation Benchmarks.

Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly

Proceedings of the Machine Learning for Health, 2023

Robust T-Loss for Medical Image Segmentation.

Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology.

Álvaro González-Jiménez, Simone Lionetti, Marc Pouly, Alexander A. Navarini

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Assessing Guest Nationality Composition from Hotel Reviews.

Fabian Gröger, Marc Pouly, Flavia Tinner, Leif Brandes

Proceedings of the 9th Swiss Conference on Data Science, 2022

2021

Cable tree wiring - benchmarking solvers on a real-world scheduling problem with a variety of precedence constraints.

Jana Koehler, Josef Bürgler, Urs Fontana, Etienne Fux, Florian A. Herzog, Marc Pouly, Sophia Saller, Anastasia Salyaeva, Peter Scheiblechner, Kai Waelti

Constraints An Int. J., 2021

Towards Crafting Beer with Artificial Intelligence.

Marc Bravin, Daniel Pfäffli, Kevin Kuhn, Marc Pouly

Proceedings of the 8th Swiss Conference on Data Science, 2021

Tourism Forecast with Weather, Event, and Cross-industry Data.

Simone Lionetti, Daniel Pfäffli, Marc Pouly, Tim vor der Brück, Philipp Wegelin

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020

Automated Smartification of Notices to Airmen.

Marc Bravin, Daniel Pfäffli, Sita Mazumder, Marc Pouly

Proceedings of the 7th Swiss Conference on Data Science, 2020

Applications of Generative Adversarial Networks to Dermatologic Imaging.

Fabian Furger, Ludovic Amruthalingam, Alexander A. Navarini, Marc Pouly

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

2019

Sufficient and necessary conditions for solution finding in valuation-based systems.

Jordi Roca-Lacostena, Jesús Cerquides, Marc Pouly

Int. J. Approx. Reason., 2019

Text Similarity Estimation Based on Word Embeddings and Matrix Norms for Targeted Marketing.

Tim vor der Brück, Marc Pouly

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

A Game-centric Approach to Teaching Artificial Intelligence.

Marc Pouly, Thomas Koller, Ruedi Arnold

Proceedings of the 11th International Conference on Computer Supported Education, 2019

Spectral Text Similarity Measures.

Tim vor der Brück, Marc Pouly

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

2017

On using Support Vector Machines for the Detection and Quantification of Hand Eczema.

Stefan Schnürle, Marc Pouly, Tim vor der Brück, Alexander A. Navarini, Thomas Koller

Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

2016

Probabilistic reasoning with graphical security models.

Barbara Kordy, Marc Pouly, Patrick Schweitzer

Inf. Sci., 2016

Skyline Computation on Commercial Data.

Michael Galli, Stefan Schnürle, Ruedi Arnold, Marc Pouly

Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

2015

Sufficient and necessary conditions for Dynamic Programming in Valuation-Based Systems.

Jordi Roca-Lacostena, Jesús Cerquides, Marc Pouly

CoRR, 2015

Guided Specification and Analysis of a Loyalty Card System.

Laurent Cuennet, Marc Pouly, Sasa Radomirovic

Proceedings of the Graphical Models for Security - Second International Workshop, 2015

2014

A Probabilistic Framework for Security Scenarios with Dependent Actions.

Barbara Kordy, Marc Pouly, Patrick Schweitzer

Proceedings of the Integrated Formal Methods - 11th International Conference, 2014

Detection and Quantification of Hand Eczema by Visible Spectrum Skin Pattern Analysis.

Christoph Suter, Alexander A. Navarini, Marc Pouly, Ruedi Arnold, Florian S. Gutzwiller, René Meier, Thomas Koller

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013

Generalized information theory for hints.

Marc Pouly, Jürg Kohlas, Peter Y. A. Ryan

Int. J. Approx. Reason., 2013

2012

Generic local computation.

Jürg Kohlas, Marc Pouly, Cesar Schneuwly

J. Comput. Syst. Sci., 2012

2011

Computational Aspects of Attack-Defense Trees.

Barbara Kordy, Marc Pouly, Patrick Schweitzer

Proceedings of the Security and Intelligent Information Systems, 2011

Generalized Information Theory Based on the Theory of Hints.

Marc Pouly

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011

Generic Solution Construction in Valuation-Based Systems.

Marc Pouly

Proceedings of the Advances in Artificial Intelligence, 2011

2010

Nenok - a Software Architecture for Generic Inference.

Marc Pouly

Int. J. Artif. Intell. Tools, 2010

A Generic Approach for Sparse Path Problems.

Marc Pouly

Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

2008

Information Algebra.

Jürg Kohlas, Marc Pouly, Cesar Schneuwly

Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

2007

Optimizing Inference in Bayesian Networks and Semiring Valuation Algebras.

Michael Wachter, Rolf Haenni, Marc Pouly

Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Compiling Solution Configurations in Semiring Valuation Systems.

Marc Pouly, Rolf Haenni, Michael Wachter

Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007