1. PASCAL Lucas
  2. PASCAL Lucas
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PASCAL Lucas

Journal

Pascal, Lucas; Perdomo, Oscar J.; Bost, Xavier; Huet, Benoit; Otálora, Sebastian; Zuluaga, Maria A.

Multi-task deep learning for glaucoma detection from color fundus images

Scientific Reports, 24 February 2022
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Thèse

Pascal, Lucas

Optimization of deep multi-task networks

Thesis
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Conférence

Pascal, Lucas; Michiardi, Pietro; Bost, Xavier; Huet, Benoit; Zuluaga, Maria A.

Optimization strategies in multi-task learning: Averaged or independant losses?

Submitted on ArXiV, 21 September 2021
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Conférence

Pascal, Lucas; Michiardi, Pietro; Bost, Xavier; Huet, Benoit; Zuluaga, Maria A

Maximum roaming multi-task learning

AAAI 2021, 35th AAAI Conference on Artificial Intelligence, 2-9 February 2021, Virtual Conference
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Poster / Demo

Pascal, Lucas; Huet, Benoit; Bost, Xavier; Zuluaga, Maria A.

Maximum roaming multi-task learning for glaucoma detection from color fundus photographs

REFUGE2 2020, 2nd Retinal Fundus Glaucoma Challenge, in Conjunction with MICCAI 2020, 8 October 2020, Lima, Peru (Virtual Event)
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Conférence

Pascal, Lucas; Bost, Xavier; Huet, Benoit

Semantic and visual similarities for efficient knowledge transfer in CNN training

CBMI 2019, 17th International Conference on Content-Based
Multimedia Indexing, 4-6 September 2019, Dublin, Ireland
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ARXIV
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