Marc Pouly

Orcid: 0000-0002-9520-4799

According to our database1, Marc Pouly authored at least 34 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Hyperbolic Metric Learning for Visual Outlier Detection.
CoRR, 2024

Estimating Text Similarity based on Semantic Concept Embeddings.
CoRR, 2024

2023
SelfClean: A Self-Supervised Data Cleaning Strategy.
CoRR, 2023

Mastering Fencing Techniques with Machine Learning: A Video-Based Classification and Correction System.
Proceedings of the 10th IEEE Swiss Conference on Data Science, 2023

Towards Reliable Dermatology Evaluation Benchmarks.
Proceedings of the Machine Learning for Health, 2023

Robust T-Loss for Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Assessing Guest Nationality Composition from Hotel Reviews.
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.
Constraints An Int. J., 2021

Towards Crafting Beer with Artificial Intelligence.
Proceedings of the 8th Swiss Conference on Data Science, 2021

Tourism Forecast with Weather, Event, and Cross-industry Data.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020
Automated Smartification of Notices to Airmen.
Proceedings of the 7th Swiss Conference on Data Science, 2020

Applications of Generative Adversarial Networks to Dermatologic Imaging.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

2019
Sufficient and necessary conditions for solution finding in valuation-based systems.
Int. J. Approx. Reason., 2019

Text Similarity Estimation Based on Word Embeddings and Matrix Norms for Targeted Marketing.
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.
Proceedings of the 11th International Conference on Computer Supported Education, 2019

Spectral Text Similarity Measures.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

2017
On using Support Vector Machines for the Detection and Quantification of Hand Eczema.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

2016
Probabilistic reasoning with graphical security models.
Inf. Sci., 2016

Skyline Computation on Commercial Data.
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.
CoRR, 2015

Guided Specification and Analysis of a Loyalty Card System.
Proceedings of the Graphical Models for Security - Second International Workshop, 2015

2014
A Probabilistic Framework for Security Scenarios with Dependent Actions.
Proceedings of the Integrated Formal Methods - 11th International Conference, 2014

Detection and Quantification of Hand Eczema by Visible Spectrum Skin Pattern Analysis.
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.
Int. J. Approx. Reason., 2013

2012
Generic local computation.
J. Comput. Syst. Sci., 2012

2011
Computational Aspects of Attack-Defense Trees.
Proceedings of the Security and Intelligent Information Systems, 2011

Generalized Information Theory Based on the Theory of Hints.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011

Generic Solution Construction in Valuation-Based Systems.
Proceedings of the Advances in Artificial Intelligence, 2011

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

A Generic Approach for Sparse Path Problems.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

2008
Information Algebra.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

2007
Optimizing Inference in Bayesian Networks and Semiring Valuation Algebras.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Compiling Solution Configurations in Semiring Valuation Systems.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007


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