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Dufumier, Benoit
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1

Exploring the potential of representation and transfer lear..:

Dufumier, Benoit ; Gori, Pietro ; Petiton, Sara...
NeuroImage.  296 (2024)  - p. 120665 , 2024
Link: https://doi.org/10.1016/..
 
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2

Contrastive Learning for Regression in Multi-Site Brain Age..:

, In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI),
Barbano, Carlo Alberto ; Dufumier, Benoit ; Duchesnay, Edouard.. - p. 1-4 , 2023
Link: https://doi.org/10.1109/..
 
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3

MixUp Brain-Cortical Augmentations in Self-supervised Learn..:

, In: Lecture Notes in Computer Science; Machine Learning in Clinical Neuroimaging,
Ambroise, Corentin ; Frouin, Vincent ; Dufumier, Benoit.. - p. 102-111 , 2023
Link: https://doi.org/10.1007/..
 
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4

Unsupervised Representation Learning of Cingulate Cortical ..:

, In: Lecture Notes in Computer Science; Medical Image Computing and Computer Assisted Intervention – MICCAI 2022,
Chavas, Joël ; Guillon, Louise ; Pascucci, Marco... - p. 77-87 , 2022
Link: https://doi.org/10.1007/..
 
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5

OpenBHB: a Large-Scale Multi-Site Brain MRI Data-set for Ag..:

Dufumier, Benoit ; Grigis, Antoine ; Victor, Julie...
NeuroImage.  263 (2022)  - p. 119637 , 2022
Link: https://doi.org/10.1016/..
 
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6

Contrastive Learning with Continuous Proxy Meta-data for 3D..:

, In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021; Lecture Notes in Computer Science,
Dufumier, Benoit ; Gori, Pietro ; Victor, Julie... - p. 58-68 , 2021
Link: https://doi.org/10.1007/..
 
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7

UCSL : A Machine Learning Expectation-Maximization Framewor..:

, In: Machine Learning and Knowledge Discovery in Databases. Research Track; Lecture Notes in Computer Science,
Louiset, Robin ; Gori, Pietro ; Dufumier, Benoit... - p. 755-771 , 2021
Link: https://doi.org/10.1007/..
 
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8

Detection of Abnormal Folding Patterns with Unsupervised De..:

, In: Lecture Notes in Computer Science; Machine Learning in Clinical Neuroimaging,
Guillon, Louise ; Cagna, Bastien ; Dufumier, Benoit... - p. 63-72 , 2021
Link: https://doi.org/10.1007/..
 
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9

Identifying Solar Flare Precursors Using Time Series of SDO..:

Chen, Yang ; Manchester, Ward B. ; Hero, Alfred O....
Space Weather.  17 (2019)  10 - p. 1404-1426 , 2019
Link: https://doi.org/10.1029/..
 
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10

Exploring the potential of representation and transfer lear..:

Dufumier, Benoit ; Gori, Pietro ; Petiton, Sara...
hal-04436585.  , 2024
Link: https://hal.science/hal-..
 
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11

Exploring the potential of representation and transfer lear..:

Dufumier, Benoit ; Gori, Pietro ; Petiton, Sara...
hal-04436585.  , 2024
Link: https://hal.science/hal-..
 
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12

Unbiased Supervised Contrastive Learning:

Barbano, Carlo Alberto ; Dufumier, Benoit ; Tartaglione, Enzo..
hal-03993128.  , 2023
Link: https://telecom-paris.ha..
 
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13

Integrating Prior Knowledge in Contrastive Learning with Ke..:

Dufumier, Benoit ; Barbano, Carlo Alberto ; Louiset, Robin..
hal-04111825.  , 2023
Link: https://telecom-paris.ha..
 
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14

Integrating Prior Knowledge in Contrastive Learning with Ke..:

Dufumier, Benoit ; Barbano, Carlo Alberto ; Louiset, Robin..
hal-04111825.  , 2023
Link: https://telecom-paris.ha..
 
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15

CONTRASTIVE LEARNING FOR REGRESSION IN MULTI-SITE BRAIN AGE..:

Barbano, Carlo Alberto ; Dufumier, Benoit ; Duchesnay, Edouard..
hal-03993158.  , 2023
Link: https://telecom-paris.ha..
 
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