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Semantic segmentation of sparse irregular point clouds for leaf/wood discrimination

• Authors : Bai, Yuchen; Durand, Jean-Baptiste; Vincent, Grégoire ...

Subjects: UAV; Deep Learning; Semantic SegmentationNew-Orleans; United States

• Source: Advances in Neural Information Processing Systems 37 (NeurIPS 2023) ; NeurIPS 2023 - 37th Conference on Neural Information Processing Systems ; https://inria.hal.science/hal-04380350 ; NeurIPS 2023 -

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A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation

• Authors : Fel, Thomas; Boutin, Victor; Moayeri, Mazda ...

Subjects: Explainability; XAI; Deep learningNew Orleans (Louisiana); United States

• Source: Conference on Neural Information Processing Systems (NeurIPS), 2023 ; https://hal.science/hal-04391647 ; Conference on Neural Information Processing Systems (NeurIPS), 2023, Dec 2023,

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Unifying GANs and Score-Based Diffusion as Generative Particle Models

• Authors : Franceschi, Jean-Yves; Gartrell, Mike; Dos Santos, Ludovic ...

Subjects: deep learning; generative models; GANsNew Orleans; United States

• Source: 37th Conference on Neural Information Processing Systemshttps://hal.science/hal-04322365Alice OhTristan NaumannAmir GlobersonKate SaenkoMoritz HardtSergey

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Reinforcement-learning robotic sailboats: simulator and preliminary results

• Authors : Vasconcellos, Eduardo, C; Sampaio, Ronald, M; Araújo, André, P D ...

Subjects: artificial intelligence; reinforcement learning; unmanned surface vesselNew-Orleans; United States

• Source: 6th Robot Learning Workshop NeurIPS 2023https://hal.science/hal-043550536th Robot Learning Workshop NeurIPS 2023, Dec 2023, New-

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Information theoretic study of the neural geometry induced by category learning

• Authors : Bonnasse-Gahot, Laurent; Nadal, Jean-Pierre;

Subjects: mutual information; Fisher information; neural geometryNew Orleans; United States

• Source: 37th Conference on Neural Information Processing Systems (NeurIPS 2023)https://hal.science/hal-0431133837th Conference on Neural Information Processing Systems (NeurIPS 2023), Dec 2023,

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Statistically Valid Variable Importance Assessment through Conditional Permutations

• Authors : Chamma, Ahmad; Engemann, Denis; Thirion, Bertrand ...

Subjects: Variable importance; Interpretability and explainability; Machine LearningNew Orleans (Louisiana); United States

• Source: NeurIPS 2023 - 37th Conference on Neural Information Processing Systems ; https://hal.science/hal-04334161 ; NeurIPS 2023 - 37th Conference on Neural Information Processing Systems, Dec 2023,

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$\textbf{A}^2\textbf{CiD}^2$: Accelerating Asynchronous Communication in Decentralized Deep Learning

• Authors : Nabli, Adel; Belilovsky, Eugene; Oyallon, Edouard ...

Subjects: Decentralized Optimization; Data parallel; Deep learningNew Orleans; United States

• Source: Advances in Neural Information Processing Systems 37 ; Thirty-seventh Conference on Neural Information Processing Systems ; https://hal.science/hal-04124318 ; Thirty-seventh Conference on Neural

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Debugging and Explaining Metric Learning Approaches: An Influence Function Based Perspective

• Authors : Liu, R; Lin, Y; Yang, X

Subjects: Artificial intelligence; Machine learningNew Orleans; United States2022-11-28 to 2022-12-09

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Local Identifiability of Deep ReLU Neural Networks: the Theory

• Authors : Bona-Pellissier, Joachim; Malgouyres, François; Bachoc, François ...

Subjects: Deep Learning; ReLU networks; IdentifiabilityNew Orleans; United States

• Source: Advances in Neural Information Processing Systems ; https://hal.science/hal-03687395 ; Advances in Neural Information Processing Systems, Nov 2022, New

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Why do tree-based models still outperform deep learning on typical tabular data?

• Authors : Grinsztajn, Léo; Oyallon, Edouard; Varoquaux, Gaël ...

Subjects: Tabular Data; Benchmark; Deep learningNew Orleans; United States

• Source: 36th Conference on Neural Information Processing Systems (NeurIPS 2022) Track on Datasets and Benchmarkshttps://hal.science/hal-0372355136th Conference on Neural Information Processing

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