Compiling Solution Configurations in Semiring Valuation Systems. - Marc Pouly; Rolf Haenni; Michael Wachter 001 (MICAI, 2007)

Optimizing Inference in Bayesian Networks and Semiring Valuation Algebras. - Michael Wachter 001; Rolf Haenni; Marc Pouly (MICAI, 2007)

Information Algebra. - Jürg Kohlas; Marc Pouly; Cesar Schneuwly (Wiley Encyclopedia of Computer Science and Engineering, 2008)

A Generic Approach for Sparse Path Problems. - Marc Pouly (ICAART (1), 2010)

Nenok - a Software Architecture for Generic Inference. - Marc Pouly (Int. J. Artif. Intell. Tools, 2010)

Generic Solution Construction in Valuation-Based Systems. - Marc Pouly (Canadian AI, 2011)

Generalized Information Theory Based on the Theory of Hints. - Marc Pouly (ECSQARU, 2011)

Computational Aspects of Attack-Defense Trees. - Barbara Kordy; Marc Pouly; Patrick Schweitzer (SIIS, 2011)

Generic local computation. - Jürg Kohlas; Marc Pouly; Cesar Schneuwly (J. Comput. Syst. Sci., 2012)

Generalized information theory for hints. - Marc Pouly; Jürg Kohlas; Peter Y. A. Ryan (Int. J. Approx. Reason., 2013)

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 (ECAI, 2014)

A Probabilistic Framework for Security Scenarios with Dependent Actions. - Barbara Kordy; Marc Pouly; Patrick Schweitzer (IFM, 2014)

Guided Specification and Analysis of a Loyalty Card System. - Laurent Cuennet; Marc Pouly; Sasa Radomirovic (GraMSec@CSF, 2015)

Sufficient and necessary conditions for Dynamic Programming in Valuation-Based Systems. - Jordi Roca-Lacostena; Jesús Cerquides; Marc Pouly (CoRR, 2015)

Skyline Computation on Commercial Data. - Michael Galli; Stefan Schnürle; Ruedi Arnold; Marc Pouly (ICAART (2), 2016)

Probabilistic reasoning with graphical security models. - Barbara Kordy; Marc Pouly; Patrick Schweitzer (Inf. Sci., 2016)

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 (ICAART (2), 2017)

Spectral Text Similarity Measures. - Tim vor der Brück; Marc Pouly (CICLing (2), 2019)

A Game-centric Approach to Teaching Artificial Intelligence. - Marc Pouly; Thomas Koller; Ruedi Arnold (CSEDU (1), 2019)

Text Similarity Estimation Based on Word Embeddings and Matrix Norms for Targeted Marketing. - Tim vor der Brück; Marc Pouly (NAACL-HLT (1), 2019)

Sufficient and necessary conditions for solution finding in valuation-based systems. - Jordi Roca-Lacostena; Jesús Cerquides; Marc Pouly (Int. J. Approx. Reason., 2019)

Applications of Generative Adversarial Networks to Dermatologic Imaging. - Fabian Furger; Ludovic Amruthalingam; Alexander A. Navarini; Marc Pouly (ANNPR, 2020)

Automated Smartification of Notices to Airmen. - Marc Bravin; Daniel Pfäffli; Sita Mazumder; Marc Pouly (SDS, 2020)

Tourism Forecast with Weather, Event, and Cross-industry Data. - Simone Lionetti; Daniel Pfäffli; Marc Pouly; Tim vor der Brück; Philipp Wegelin (ICAART (2), 2021)

Towards Crafting Beer with Artificial Intelligence. - Marc Bravin; Daniel Pfäffli; Kevin Kuhn; Marc Pouly (SDS, 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)

Assessing Guest Nationality Composition from Hotel Reviews. - Fabian Gröger; Marc Pouly; Flavia Tinner; Leif Brandes (SDS, 2022)

SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology. - Álvaro González-Jiménez; Simone Lionetti; Marc Pouly; Alexander A. Navarini (CVPR Workshops, 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 (ML4H@NeurIPS, 2023)

Mastering Fencing Techniques with Machine Learning: A Video-Based Classification and Correction System. - Solange Emmenegger; Matthias Egli; Marc Pouly (SDS, 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)

Hyperbolic Metric Learning for Visual Outlier Detection. - Álvaro González-Jiménez; Simone Lionetti; Dena Bazazian; Philippe Gottfrois; Fabian Gröger; Alexander A. Navarini; Marc Pouly (ECCV Workshops (17), 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; et al. (MICCAI (3), 2024)

Intrinsic Self-Supervision for Data Quality Audits. - Fabian Gröger; Simone Lionetti; Philippe Gottfrois; Álvaro González-Jiménez; Ludovic Amruthalingam; Matthew Groh; Alexander A. Navarini; Marc Pouly (NeurIPS, 2024)

Estimating Text Similarity based on Semantic Concept Embeddings. - Tim vor der Brück; Marc Pouly (CoRR, 2024)

Towards Scalable Foundation Models for Digital Dermatology. - Fabian Gröger; Philippe Gottfrois; Ludovic Amruthalingam; Álvaro González-Jiménez; Simone Lionetti; Luis R. Soenksen-Martinez; Alexander A. Navarini; Marc Pouly (CoRR, 2024)

Robust T-Loss for medical image segmentation. - Álvaro González-Jiménez; Simone Lionetti; Philippe Gottfrois; Fabian Gröger; Alexander A. Navarini; Marc Pouly (Medical Image Anal., 2025)

CleanPatrick: A Benchmark for Image Data Cleaning. - 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; et al. (CoRR, 2025)

No Gold Standard, No Problem: Reference-Free Evaluation of Taxonomies. - Pascal Wullschleger; Majid Zarharan; Donnacha Daly; Marc Pouly; Jennifer Foster (CoRR, 2025)

FoodTaxo: Generating Food Taxonomies with Large Language Models. - Pascal Wullschleger; Majid Zarharan; Donnacha Daly; Marc Pouly; Jennifer Foster (CoRR, 2025)

Is Hyperbolic Space All You Need for Medical Anomaly Detection? - Álvaro González-Jiménez; Simone Lionetti; Ludovic Amruthalingam; Philippe Gottfrois; Fabian Gröger; Marc Pouly; Alexander A. Navarini (CoRR, 2025)