Moez Baccouche

According to our database, Moez Baccouche authored at least 25 papers between 2009 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

VisQA: X-raying Vision and Language Reasoning in Transformers.

Theo Jaunet, Corentin Kervadec, Romain Vuillemot, Grigory Antipov, Moez Baccouche, Christian Wolf

IEEE Trans. Vis. Comput. Graph., 2022

An experimental study of the vision-bottleneck in VQA.

Pierre Marza, Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf

CoRR, 2022

2021

Supervising the Transfer of Reasoning Patterns in VQA.

Corentin Kervadec, Christian Wolf, Grigory Antipov, Moez Baccouche, Madiha Nadri

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

How Transferable Are Reasoning Patterns in VQA?

Corentin Kervadec, Theo Jaunet, Grigory Antipov, Moez Baccouche, Romain Vuillemot, Christian Wolf

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Roses Are Red, Violets Are Blue... but Should VQA Expect Them To?

Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Estimating semantic structure for the VQA answer space.

Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf

CoRR, 2020

Weak Supervision Helps Emergence of Word-Object Alignment and Improves Vision-Language Tasks.

Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

MFAS: Multimodal Fusion Architecture Search.

Juan-Manuel Pérez-Rúa, Valentin Vielzeuf, Stéphane Pateux, Moez Baccouche, Frédéric Jurie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Efficient Progressive Neural Architecture Search.

Juan-Manuel Pérez-Rúa, Moez Baccouche, Stéphane Pateux

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Effective training of convolutional neural networks for face-based gender and age prediction.

Grigory Antipov, Moez Baccouche, Sid-Ahmed Berrani, Jean-Luc Dugelay

Pattern Recognit., 2017

Face aging with conditional generative adversarial networks.

Grigory Antipov, Moez Baccouche, Jean-Luc Dugelay

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Boosting cross-age face verification via generative age normalization.

Grigory Antipov, Moez Baccouche, Jean-Luc Dugelay

Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

2016

Blind Super-Resolution with Deep Convolutional Neural Networks.

Clément Peyrard, Moez Baccouche, Christophe Garcia

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Boosting face recognition via neural Super-Resolution.

Guillaume Berger, Clément Peyrard, Moez Baccouche

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Apparent Age Estimation from Face Images Combining General and Children-Specialized Deep Learning Models.

Grigory Antipov, Moez Baccouche, Sid-Ahmed Berrani, Jean-Luc Dugelay

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015

ICDAR2015 competition on Text Image Super-Resolution.

Clément Peyrard, Moez Baccouche, Franck Mamalet, Christophe Garcia

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Une nouvelle méthode de Web Usage Mining basée sur une analyse sémiotique du comportement de navigation.

Sandra Mellot, Tony Bourdier, Moez Baccouche

Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015

2014

Evaluation of video activity localizations integrating quality and quantity measurements.

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

Comput. Vis. Image Underst., 2014

Deep learning of split temporal context for automatic speech recognition.

Moez Baccouche, Benoit Besset, Patrice Collen, Olivier Le Blouch

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

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).

Moez Baccouche

PhD thesis, 2013

2012

Sparse shift-invariant representation of local 2D patterns and sequence learning for human action recognition.

Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification.

Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt

Proceedings of the British Machine Vision Conference, 2012

2011

Sequential Deep Learning for Human Action Recognition.

Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt

Proceedings of the Human Behavior Unterstanding - Second International Workshop, 2011

2010

Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks.

Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt

Proceedings of the Artificial Neural Networks, 2010

2009

Monitoring Slow Ground Movements around Tunis City by Different SAR Interferometric Measures.

Ferdaous Chaabane, Khaoula Elagouni, Moez Baccouche, Nadine Pourthié, Celine Tison, Pierre Briole

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009