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Stephane Ayache
Stephane Ayache
Aix-Marseille University
Verified email at lis-lab.fr
Title
Cited by
Cited by
Year
Video corpus annotation using active learning
S Ayache, G Quénot
European Conference on Information Retrieval, 187-198, 2008
1842008
Majority vote of diverse classifiers for late fusion
E Morvant, A Habrard, S Ayache
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2014
1642014
Modeling, recognizing, and explaining apparent personality from videos
HJ Escalante, H Kaya, AA Salah, S Escalera, Y Güçlütürk, U Güçlü, ...
IEEE Transactions on Affective Computing 13 (2), 894-911, 2020
1492020
Classifier fusion for SVM-based multimedia semantic indexing
S Ayache, G Quénot, J Gensel
European Conference on Information Retrieval, 494-504, 2007
1022007
Evaluation of active learning strategies for video indexing
S Ayache, G Quénot
Signal Processing: Image Communication 22 (7-8), 692-704, 2007
762007
Design of an explainable machine learning challenge for video interviews
HJ Escalante, I Guyon, S Escalera, J Jacques, M Madadi, X Baró, ...
2017 International joint conference on neural networks (IJCNN), 3688-3695, 2017
742017
Explaining black boxes on sequential data using weighted automata
S Ayache, R Eyraud, N Goudian
International conference on grammatical inference, 81-103, 2019
562019
Are vision-language transformers learning multimodal representations? a probing perspective
E Salin, B Farah, S Ayache, B Favre
Proceedings of the AAAI Conference on Artificial Intelligence 36 (10), 11248 …, 2022
472022
CLIPS-LIS-LSR-LABRI Experiments in TRECVID 2004 (DRAFT).
G Quénot, D Moraru, S Ayache, M Charhad, M Guironnet, L Carminati, ...
TRECVID, 2004
332004
Parsimonious unsupervised and semi-supervised domain adaptation with good similarity functions
E Morvant, A Habrard, S Ayache
Knowledge and Information Systems 33, 309-349, 2012
322012
TRECVID 2007: Collaborative Annotation using Active Learning.
S Ayache, G Quénot
TRECVID, 2007
322007
Irim at TRECVID 2014: Semantic indexing and instance search
N Ballas, B Labbé, H Le Borgne, P Gosselin, D Picard, M Redi, ...
Proceedings of TRECVID, 2014
302014
Image and video indexing using networks of operators
S Ayache, G Quénot, J Gensel
International Journal of Image and Video Processing, 2007
282007
Opti-CAM: Optimizing saliency maps for interpretability
H Zhang, F Torres, R Sicre, Y Avrithis, S Ayache
Computer Vision and Image Understanding 248, 104101, 2024
252024
CLIPS-LSR Experiments at TRECVID 2006.
S Ayache, J Gensel, G Quénot, S Ayache
TRECVID, 2006
232006
Using topic concepts for semantic video shots classification
S Ayache, G Quénot, J Gensel, S Satoh
Image and Video Retrieval: 5th International Conference, CIVR 2006, Tempe …, 2006
222006
Image retrieval: a first step for a human centered approach
A Guérin-Dugué, S Ayache, C Berrut
Fourth International Conference on Information, Communications and Signal …, 2003
212003
Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion
G Quenot, J Benois-Pineau, B Mansencal, E Rossi, M Cord, F Precioso, ...
Proceedings of the 2nd ACM TRECVID video summarization workshop, 80-84, 2008
192008
Distillation of weighted automata from recurrent neural networks using a spectral approach
R Eyraud, S Ayache
Machine Learning 113 (5), 3233-3266, 2024
182024
Do vision-and-language transformers learn grounded predicate-noun dependencies?
M Nikolaus, E Salin, S Ayache, A Fourtassi, B Favre
arXiv preprint arXiv:2210.12079, 2022
172022
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Articles 1–20