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Mohammed Bennamoun

Physics-guided deep learning for data scarcity

Nov 24, 2022
Jinshuai Bai, Laith Alzubaidi, Qingxia Wang, Ellen Kuhl, Mohammed Bennamoun, Yuantong Gu

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* 26 Pages, 4 figures, 2 tables, 112 references. This work is going to submit to Nature Machine Intelligence

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3D Brain and Heart Volume Generative Models: A Survey

Oct 12, 2022
Yanbin Liu, Girish Dwivedi, Farid Boussaid, Mohammed Bennamoun

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* A survey on the 3D brain and heart volume generative models

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Active-Passive SimStereo -- Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods

Sep 17, 2022
Laurent Jospin, Allen Antony, Lian Xu, Hamid Laga, Farid Boussaid, Mohammed Bennamoun

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* 22 pages, 12 figures, accepted in NeurIPS 2022 Datasets and Benchmarks Track

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Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision

Sep 12, 2022
Laurent Valentin Jospin, Hamid Laga, Farid Boussaid, Mohammed Bennamoun

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* 15 pages, 15 figures

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