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Books and Theses
- 2013
[b1]Moez Baccouche:
Apprentissage neuronal de caractéristiques spatio-temporelles pour la classification automatique de séquences vidéo. (Neural-based learning of spatio-temporal features for automatic video sequence classification). Institut national des sciences appliquées de Lyon, Lyon - Villeurbanne, France, 2013
Journal Articles
- 2022
- [j3]Theo Jaunet, Corentin Kervadec, Romain Vuillemot, Grigory Antipov, Moez Baccouche, Christian Wolf:
VisQA: X-raying Vision and Language Reasoning in Transformers. IEEE Trans. Vis. Comput. Graph. 28(1): 976-986 (2022) - 2017
- [j2]Grigory Antipov, Moez Baccouche, Sid-Ahmed Berrani, Jean-Luc Dugelay
:
Effective training of convolutional neural networks for face-based gender and age prediction. Pattern Recognit. 72: 15-26 (2017) - 2014
- [j1]Christian Wolf, Eric Lombardi, Julien Mille, Oya Çeliktutan, Mingyuan Jiu, Emre Dogan, Gonen Eren, Moez Baccouche, Emmanuel Dellandréa, Charles-Edmond Bichot, Christophe Garcia, Bülent Sankur:
Evaluation of video activity localizations integrating quality and quantity measurements. Comput. Vis. Image Underst. 127: 14-30 (2014)
Conference and Workshop Papers
- 2021
- [c19]Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf:
Roses Are Red, Violets Are Blue... but Should VQA Expect Them To? CVPR 2021: 2776-2785 - [c18]Corentin Kervadec, Theo Jaunet, Grigory Antipov, Moez Baccouche, Romain Vuillemot, Christian Wolf:
How Transferable Are Reasoning Patterns in VQA? CVPR 2021: 4207-4216 - [c17]Corentin Kervadec, Christian Wolf, Grigory Antipov, Moez Baccouche, Madiha Nadri:
Supervising the Transfer of Reasoning Patterns in VQA. NeurIPS 2021: 18256-18267 - 2020
- [c16]Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf:
Weak Supervision Helps Emergence of Word-Object Alignment and Improves Vision-Language Tasks. ECAI 2020: 2728-2735 - 2019
- [c15]Juan-Manuel Pérez-Rúa, Valentin Vielzeuf, Stéphane Pateux, Moez Baccouche, Frédéric Jurie:
MFAS: Multimodal Fusion Architecture Search. CVPR 2019: 6966-6975 - 2018
- [c14]Juan-Manuel Pérez-Rúa, Moez Baccouche, Stéphane Pateux:
Efficient Progressive Neural Architecture Search. BMVC 2018: 150 - 2017
- [c13]Grigory Antipov, Moez Baccouche, Jean-Luc Dugelay:
Boosting cross-age face verification via generative age normalization. IJCB 2017: 191-199 - [c12]Grigory Antipov, Moez Baccouche, Jean-Luc Dugelay:
Face aging with conditional generative adversarial networks. ICIP 2017: 2089-2093 - 2016
- [c11]Grigory Antipov, Moez Baccouche, Sid-Ahmed Berrani, Jean-Luc Dugelay:
Apparent Age Estimation from Face Images Combining General and Children-Specialized Deep Learning Models. CVPR Workshops 2016: 801-809 - [c10]Guillaume Berger, Clément Peyrard, Moez Baccouche:
Boosting face recognition via neural Super-Resolution. ESANN 2016 - [c9]Clément Peyrard, Moez Baccouche, Christophe Garcia:
Blind Super-Resolution with Deep Convolutional Neural Networks. ICANN (2) 2016: 161-169 - 2015
- [c8]Sandra Mellot, Tony Bourdier, Moez Baccouche:
Une nouvelle méthode de Web Usage Mining basée sur une analyse sémiotique du comportement de navigation. EGC 2015: 299-304 - [c7]Clément Peyrard, Moez Baccouche, Franck Mamalet, Christophe Garcia:
ICDAR2015 competition on Text Image Super-Resolution. ICDAR 2015: 1201-1205 - 2014
- [c6]Moez Baccouche, Benoit Besset, Patrice Collen, Olivier Le Blouch:
Deep learning of split temporal context for automatic speech recognition. ICASSP 2014: 5422-5426 - 2012
- [c5]Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt:
Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification. BMVC 2012: 1-12 - [c4]Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt:
Sparse shift-invariant representation of local 2D patterns and sequence learning for human action recognition. ICPR 2012: 3823-3826 - 2011
- [c3]Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt:
Sequential Deep Learning for Human Action Recognition. HBU 2011: 29-39 - 2010
- [c2]Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt:
Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks. ICANN (2) 2010: 154-159 - 2009
- [c1]Ferdaous Chaabane, Khaoula Elagouni, Moez Baccouche, Nadine Pourthié, Celine Tison, Pierre Briole:
Monitoring Slow Ground Movements around Tunis City by Different SAR Interferometric Measures. IGARSS (3) 2009: 436-439
Informal and Other Publications
- 2022
- [i10]Pierre Marza, Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf:
An experimental study of the vision-bottleneck in VQA. CoRR abs/2202.06858 (2022) - 2021
- [i9]Theo Jaunet, Corentin Kervadec, Romain Vuillemot, Grigory Antipov, Moez Baccouche, Christian Wolf:
VisQA: X-raying Vision and Language Reasoning in Transformers. CoRR abs/2104.00926 (2021) - [i8]Corentin Kervadec, Theo Jaunet, Grigory Antipov, Moez Baccouche, Romain Vuillemot, Christian Wolf:
How Transferable are Reasoning Patterns in VQA? CoRR abs/2104.03656 (2021) - [i7]Corentin Kervadec, Christian Wolf, Grigory Antipov, Moez Baccouche, Madiha Nadri:
Supervising the Transfer of Reasoning Patterns in VQA. CoRR abs/2106.05597 (2021) - 2020
- [i6]Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf:
Roses Are Red, Violets Are Blue... but Should Vqa Expect Them To? CoRR abs/2006.05121 (2020) - [i5]Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf:
Estimating semantic structure for the VQA answer space. CoRR abs/2006.05726 (2020) - 2019
- [i4]Juan-Manuel Pérez-Rúa, Valentin Vielzeuf, Stéphane Pateux, Moez Baccouche, Frédéric Jurie:
MFAS: Multimodal Fusion Architecture Search. CoRR abs/1903.06496 (2019) - [i3]Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf:
Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks. CoRR abs/1912.03063 (2019) - 2018
- [i2]Juan-Manuel Pérez-Rúa, Moez Baccouche, Stéphane Pateux:
Efficient Progressive Neural Architecture Search. CoRR abs/1808.00391 (2018) - 2017
- [i1]Grigory Antipov, Moez Baccouche, Jean-Luc Dugelay:
Face Aging With Conditional Generative Adversarial Networks. CoRR abs/1702.01983 (2017)
Coauthor Index
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