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Ducoffe, Mélanie
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1

Certification of avionic software based on machine learning..:

Ducoffe, Mélanie ; Gabreau, Christophe ; Ober, Ileana..
International Journal on Software Tools for Technology Transfer.  26 (2024)  2 - p. 189-205 , 2024
Link: https://doi.org/10.1007/..
 
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2

Don't Lie to Me! Robust and Efficient Explainability with V..:

, In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
Fel, Thomas ; Ducoffe, Melanie ; Vigouroux, David... - p. 16153-16163 , 2023
Link: https://doi.org/10.1109/..
 
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3

Formal Monotony Analysis of Neural Networks with Mixed Inpu..:

, In: Formal Methods for Industrial Critical Systems; Lecture Notes in Computer Science,
Vidot, Guillaume ; Ducoffe, Mélanie ; Gabreau, Christophe.. - p. 15-31 , 2022
Link: https://doi.org/10.1007/..
 
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4

Potential, challenges and future directions for deep learni..:

Fink, Olga ; Wang, Qin ; Svensén, Markus...
Engineering Applications of Artificial Intelligence.  92 (2020)  - p. 103678 , 2020
Link: https://doi.org/10.1016/..
 
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5

Surrogate Neural Networks Local Stability for Aircraft Pred..:

Ducoffe, Mélanie ; Povéda, Guillaume ; Galametz, Audrey...
http://arxiv.org/abs/2401.06821.  , 2024
Link: http://arxiv.org/abs/240..
 
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6

Robustness Assessment of a Runway Object Classifier for Saf..:

Elboher, Yizhak ; Elsaleh, Raya ; Isac, Omri...
http://arxiv.org/abs/2402.00035.  , 2024
Link: http://arxiv.org/abs/240..
 
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7

Verification for Object Detection – IBP IoU:

Cohen, Noémie ; Ducoffe, Mélanie ; Boumazouza, Ryma...
hal-04405518.  , 2024
Link: https://hal.science/hal-..
 
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8

Don't Lie to Me! Robust and Efficient Explainability with V..:

Fel, Thomas ; Ducoffe, Mélanie ; Vigouroux, David...
hal-03576300.  , 2023
Link: https://hal.science/hal-..
 
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9

LARD - Landing Approach Runway Detection - Dataset for Visi..:

Ducoffe, Mélanie ; Carrere, Maxime ; Féliers, Léo...
hal-04056760.  , 2023
Link: https://hal.science/hal-..
 
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10

Guidelines to explain machine learning algorithms:

Boisnard, Frédéric ; Boumazouza, Ryma ; Ducoffe, Mélanie...
hal-04391691.  , 2023
Link: https://hal.science/hal-..
 
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11

LARD -- Landing Approach Runway Detection -- Dataset for Vi..:

Ducoffe, Mélanie ; Carrere, Maxime ; Féliers, Léo...
http://arxiv.org/abs/2304.09938.  , 2023
Link: http://arxiv.org/abs/230..
 
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12

Don't Lie to Me! Robust and Efficient Explainability with V..:

Fel, Thomas ; Ducoffe, Mélanie ; Vigouroux, David...
hal-03576300.  , 2023
Link: https://hal.science/hal-..
 
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13

LARD - Landing Approach Runway Detection - Dataset for Visi..:

Ducoffe, Mélanie ; Carrere, Maxime ; Féliers, Léo...
hal-04056760.  , 2023
Link: https://hal.science/hal-..
 
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14

LARD - Landing Approach Runway Detection - Dataset for Visi..:

Ducoffe, Mélanie ; Carrere, Maxime ; Féliers, Léo...
hal-04056760.  , 2023
Link: https://hal.science/hal-..
 
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15

LARD - Landing Approach Runway Detection - Dataset for Visi..:

Ducoffe, Mélanie ; Carrere, Maxime ; Féliers, Léo...
hal-04056760.  , 2023
Link: https://hal.science/hal-..
 
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