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Conference

3D Multi-eXpert Fusion Framework For Prostate Segmentation In 3D TRUS Imaging

Subjects: Prostate segmentation 3D TRUS Deep Learning Ensemble learning; Prostate segmentation; 3D TRUSAthenes; Greece

  • Source: International Symposium on Biomedical Imaging ISBI'2024 ; https://hal.science/hal-04573874 ; International Symposium on Biomedical Imaging ISBI'2024, May 2024, Athenes, Greece

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Conference

Applying maximum entropy principle on quantized neural networks correlates with high accuracy

Subjects: compression; quantization; deep learningMunich; Germany

  • Source: AccML 2024 - 6th Workshop on Accelerated Machine Learning ; https://hal.science/hal-04409740 ; AccML 2024 - 6th Workshop on Accelerated Machine

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Conference

DP-SGD Without Clipping: The Lipschitz Neural Network Way

Subjects: deep learning; privacy; machine learningVienna; Austria

  • Source: International Conference on Learning Representations (ICLR) ; https://hal.science/hal-04130913 ; International Conference on Learning

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Book

Parameterization learning with convolutional neural networks for gridded data fitting

Subjects: deep learning; convolutional neural networks; parameterization

  • Source: Advances in Information and Communication ; https://hal.science/hal-04313411 ; Advances in Information and Communication, 920, Springer Nature Switzerland; Springer Nature Switzerland, pp.393-412,

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Academic Journal

Automatic identification of Collembola with deep learning techniques

Subjects: Deep learning; Object detection; Collembola

  • Source: ISSN: 1574-9541 ; Ecological Informatics ; https://hal.inrae.fr/hal-04570743 ; Ecological Informatics, 2024, 81, pp.102606. ⟨10.1016/j.ecoinf.2024.102606⟩.

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Academic Journal

Distortion Correction and Denoising of Light Sheet Fluorescence Images

Subjects: light sheet fluorescence microscopy; neuroscience; preprossessing

  • Source: ISSN: 1424-8220 ; Sensors ; https://amu.hal.science/hal-04546787 ; Sensors, 2024, 24 (7), pp.2053. ⟨10.3390/s24072053⟩.

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Academic Journal

Video-Based Gait Analysis for Assessing Alzheimer’s Disease and Dementia with Lewy Bodies

Subjects: Gait impairment score; Dementia subtypes; Human 3D motion estimation

  • Source: ISSN: 0302-9743 ; Lecture Notes in Computer Science ; https://hal.science/hal-04295939 ; Lecture Notes in Computer Science, 2024, Lecture Notes in Computer Science, 14313, pp.72-82.

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Academic Journal

A Stochastic Approach for Scheduling AI Training Jobs in GPU-based Systems

Subjects: Deep Learning; GPU cluster; Scheduling

  • Source: ISSN: 2168-7161 ; IEEE Transactions on Cloud Computing ; https://hal.science/hal-04337856 ; IEEE Transactions on Cloud Computing, 2024, 12 (1), pp.53-69. ⟨10.1109/TCC.2023.3336540⟩.

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Report

Choquet Capacity networks for random point process classification

Subjects: Choquet capacity; Max-Plus Algebra; Deep Learning

  • Source: https://hal.science/hal-04250560 ; 2024.

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Report

Parallelization of Recurrent Neural Network training algorithm with implicit aggregation on multi-core architectures

Subjects: Deep Learning; Recurrent Neural Network; hateful messages recognition

  • Source: https://inria.hal.science/hal-04542984 ; 2024.

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  • 1-10 of  1,127 results for ""deep learning""