Marc Pouly

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 26

Top Topics

Artificial Intelligence

Medical Image Segmentation

Probabilistic Reasoning

Precedence Constraints

Top Venues

Int. J. Approx. Reason.

Publications

Tim vor der Brück, Marc Pouly
Estimating Text Similarity based on Semantic Concept Embeddings. CoRR (2024)
Álvaro González-Jiménez, Simone Lionetti, Dena Bazazian, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
Hyperbolic Metric Learning for Visual Outlier Detection. CoRR (2024)
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Labelling Consortium, Matthew Groh, Alexander A. Navarini, Marc Pouly
SelfClean: A Self-Supervised Data Cleaning Strategy. CoRR (2023)
Solange Emmenegger, Matthias Egli, Marc Pouly
Mastering Fencing Techniques with Machine Learning: A Video-Based Classification and Correction System. SDS (2023)
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly
Towards Reliable Dermatology Evaluation Benchmarks. CoRR (2023)
Álvaro González-Jiménez, Simone Lionetti, Marc Pouly, Alexander A. Navarini
SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology. CVPR Workshops (2023)
Fabian Gröger, Marc Pouly, Flavia Tinner, Leif Brandes
Assessing Guest Nationality Composition from Hotel Reviews. CoRR (2023)
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly
Towards Reliable Dermatology Evaluation Benchmarks. ML4H@NeurIPS (2023)
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
Robust T-Loss for Medical Image Segmentation. CoRR (2023)
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
Robust T-Loss for Medical Image Segmentation. MICCAI (3) (2023)
Fabian Gröger, Marc Pouly, Flavia Tinner, Leif Brandes
Assessing Guest Nationality Composition from Hotel Reviews. SDS (2022)
Marc Bravin, Daniel Pfäffli, Kevin Kuhn, Marc Pouly
Towards Crafting Beer with Artificial Intelligence. SDS (2021)
Simone Lionetti, Daniel Pfäffli, Marc Pouly, Tim vor der Brück, Philipp Wegelin
Tourism Forecast with Weather, Event, and Cross-industry Data. ICAART (2) (2021)
Jana Koehler, Josef Bürgler, Urs Fontana, Etienne Fux, Florian A. Herzog, Marc Pouly, Sophia Saller, Anastasia Salyaeva, Peter Scheiblechner, Kai Waelti
Cable tree wiring - benchmarking solvers on a real-world scheduling problem with a variety of precedence constraints. Constraints An Int. J. 26 (1) (2021)
Marc Bravin, Daniel Pfäffli, Sita Mazumder, Marc Pouly
Automated Smartification of Notices to Airmen. SDS (2020)
Fabian Furger, Ludovic Amruthalingam, Alexander Navarini, Marc Pouly
Applications of Generative Adversarial Networks to Dermatologic Imaging. ANNPR (2020)
Jana Koehler, Josef Bürgler, Urs Fontana, Etienne Fux, Florian A. Herzog, Marc Pouly, Sophia Saller, Anastasia Salyaeva, Peter Scheiblechner, Kai Waelti
Cable Tree Wiring - Benchmarking Solvers on a Real-World Scheduling Problem with a Variety of Precedence Constraints. CoRR (2020)
Tim vor der Brück, Marc Pouly
Spectral Text Similarity Measures. CICLing (2) (2019)
Marc Pouly, Thomas Koller, Ruedi Arnold
A Game-centric Approach to Teaching Artificial Intelligence. CSEDU (1) (2019)
Jordi Roca-Lacostena, Jesús Cerquides, Marc Pouly
Sufficient and necessary conditions for solution finding in valuation-based systems. Int. J. Approx. Reason. 114 (2019)
Tim vor der Brück, Marc Pouly
Text Similarity Estimation Based on Word Embeddings and Matrix Norms for Targeted Marketing. NAACL-HLT (1) (2019)
Stefan Schnürle, Marc Pouly, Tim vor der Brück, Alexander Navarini, Thomas Koller
On using Support Vector Machines for the Detection and Quantification of Hand Eczema. ICAART (2) (2017)
Barbara Kordy, Marc Pouly, Patrick Schweitzer
Probabilistic reasoning with graphical security models. Inf. Sci. 342 (2016)
Michael Galli, Stefan Schnürle, Ruedi Arnold, Marc Pouly
Skyline Computation on Commercial Data. ICAART (2) (2016)
Laurent Cuennet, Marc Pouly, Sasa Radomirovic
Guided Specification and Analysis of a Loyalty Card System. GraMSec@CSF (2015)
Jordi Roca-Lacostena, Jesús Cerquides, Marc Pouly
Sufficient and necessary conditions for Dynamic Programming in Valuation-Based Systems. CoRR (2015)
Christoph Suter, Alexander Navarini, Marc Pouly, Ruedi Arnold, Florian S. Gutzwiller, René Meier, Thomas Koller
Detection and Quantification of Hand Eczema by Visible Spectrum Skin Pattern Analysis. ECAI (2014)
Barbara Kordy, Marc Pouly, Patrick Schweitzer
A Probabilistic Framework for Security Scenarios with Dependent Actions. IFM (2014)
Marc Pouly, Jürg Kohlas, Peter Y. A. Ryan
Generalized information theory for hints. Int. J. Approx. Reason. 54 (1) (2013)
Jürg Kohlas, Marc Pouly, Cesar Schneuwly
Generic local computation. J. Comput. Syst. Sci. 78 (1) (2012)
Marc Pouly
Generalized Information Theory Based on the Theory of Hints. ECSQARU (2011)
Barbara Kordy, Marc Pouly, Patrick Schweitzer
Computational Aspects of Attack-Defense Trees. SIIS (2011)
Marc Pouly
Generic Solution Construction in Valuation-Based Systems. Canadian Conference on AI (2011)
Marc Pouly
Nenok - a Software Architecture for Generic Inference. Int. J. Artif. Intell. Tools 19 (1) (2010)
Marc Pouly
A Generic Approach for Sparse Path Problems. ICAART (1) (2010)
Michael Wachter, Rolf Haenni, Marc Pouly
Optimizing Inference in Bayesian Networks and Semiring Valuation Algebras. MICAI (2007)
Marc Pouly, Rolf Haenni, Michael Wachter
Compiling Solution Configurations in Semiring Valuation Systems. MICAI (2007)