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Academic Journal

Variational Autoencoder with Gaussian Random Field prior: Application to unsupervised animal detection in aerial images

Authors : Hugo Gangloff; Minh-Tan Pham; Luc Courtrai ...

Subjects: [STAT.AP]Statistics [stat]/Applications [stat.AP]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]; Variational autoencoders anomaly detection Gaussian random fields aerial images

Source: ISPRS Journal of Photogrammetry and Remote SensingISPRS Journal of Photogrammetry and Remote Sensing, 2024, 218, pp.600-609. ⟨10.1016/j.isprsjprs.2024.09.028⟩2023 IEEE International

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Academic Journal

Leveraging Noisy Observations in Zero-Sum Games

Authors : Athanasakos, Emmanouil; Perlaza, Samir;

Subjects: Gaussian Channel; [INFO.INFO-GT]Computer Science [cs]/Computer Science and Game Theory [cs.GT]; Lebesgue measure

Source: IEEE Information Theory Workshop (ITW)IEEE Information Theory Workshop (ITW), Nov 2024, Shenzhen, China

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Academic Journal

ML Model Coverage Assessment by Topological Data Analysis Exploration

Authors : Fakhouri, Ayman; Adjed, Faouzi; Gonzalez, Martin ...

Subjects: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI]; Coverage; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]

Source: ATRACC workshop 2024-AI Trustworthiness and Risk Assessment for Challenged Contexts / AAAI 2024 Fall SymposiumATRACC workshop 2024-AI Trustworthiness and Risk Assessment for Challenged Contexts

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Academic Journal

Unrolled Deep Networks for Sparse Signal Restoration in Analytical Chemistry

Authors : Gharbi, Mouna; Villa, Silvia; Chouzenoux, Emilie ...

Subjects: [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]; [STAT.ML] Statistics [stat]/Machine Learning [stat.ML]

Source: Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing (IEEE MLSP 2024)MLSP 2024-34th IEEE

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Conference

DATA SCIENCE APPROACHES FOR THE EXPLORATION OF CIRCUMSTELLAR ENVIRONMENTS IN HIGH-CONTRAST AND HIGH-ANGULAR RESOLUTION IMAGING

Authors : Flasseur, Olivier;

Subjects: high-contrast imaging; [PHYS.ASTR.IM]Physics [physics]/Astrophysics [astro-ph]/Instrumentation and Methods for Astrophysic [astro-ph.IM]; [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing

Source: SF2A daysSF2A days, Jan 2025, Marseille, France

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Conference

Réseau de neurones convolutifs sur graphes multimodal pour l'étude de la structure et de la fonction cérébrales dans l'anxiété et la dépression à l'adolescence

Authors : Dam, Sébastien; Batail, Jean-Marie; Maurel, Pierre ...

Subjects: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI]; Depression; [SCCO.NEUR]Cognitive science/Neuroscience

Source: IABM 2025-3ème édition du Colloque Français d'Intelligence Artificielle en Imagerie BiomédicaleIABM 2025-3ème édition du Colloque Français d'Intelligence Artificielle en Imagerie

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Academic Journal

Cost-Efficient Deep Learning Method for Mass Inverse Design of Photonic Devices

Authors : de Souza, Arthur Clini; da Silva Pellegrini, Paloma Elias; Guerra Nista, Silvia Vaz ...

Subjects: Optimization; Metasurfaces; Lithography

Source: IEEE XploreSBFoton IOPC 2024-SBFoton International Optics and Photonics ConferenceSBFoton IOPC 2024-SBFoton International Optics and Photonics Conference, Nov 2024, Salvador, Brazil. pp.3,

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