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Publications

Affichage des publications 41 à 50 sur 4030 au total

Electromagnetism

Experimental Non-Standard Dynamic Hysteresis Loops of NGO Laminations for Model Testing

The standard characterization of electrical steel, made under sinusoidal polarisations, can be insufficient to predict the behavior under real operating conditions of such materials. Most applications suffer from both a consequent harmonic content…

Clémentine Delaunay, Luigi Solimene, Olivier de la Barrière, Salvatore Musumeci, Michele Pastorelli, Carlo Ragusa

14th International symposium on Hysteresis Modeling and Micromagnetics -

Computer Science

Solving jigsaw puzzles with vision transformers

Puzzle-solving is a problem having applications for instance in archaeology and cultural heritage. Proposed solutions often suffer from a performance loss when the pieces are eroded, a characteristic that is pervasive across various use—cases such…

Gaël Heck, Nicolas Lermé, Sylvie Le Hégarat-Mascle

Pattern Analysis and Applications -

Artificial Intelligence

Stochastic Embeddings: A Probabilistic and Geometric Analysis of Out-of-Distribution Behavior

Deep neural networks perform well in many applications but often fail when exposed to outof-distribution (OoD) inputs. We identify a geometric phenomenon in the embedding space: indistribution (ID) data show higher variance than OoD data under…

Anthony A. Nguyen, Emanuel Aldea, Sylvie Le Hégarat-Mascle, Renaud Lustrat

Forty-first Conference on Uncertainty in Artificial Intelligence -

Cultural heritage and museology

Domain-informed and neural-optimized belief assignments: A framework applied to cultural heritage

Identifying pigments in Cultural Heritage artifacts is key to uncovering their origin and guiding conservation strategies. Although recent advances in non-invasive imaging have enabled the collection of rich multimodal data, existing methods often…

Sofiane Daimellah, Sylvie Le Hégarat-Mascle, Clotilde Boust

International Journal of Approximate Reasoning -