Martial Mermillod

According to our database, Martial Mermillod authored at least 24 papers between 2009 and 2024.

Collaborative distances:

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

2024

Graph-based methods coupled with specific distributional distances for adversarial attack detection.

Dwight Nwaigwe, Lucrezia Carboni, Martial Mermillod, Sophie Achard, Michel Dojat

Neural Networks, January, 2024

2023

On the Beneficial Effects of Reinjections for Continual Learning.

Miguel Solinas, Marina Reyboz, Stephane Rousset, Julie Galliere, Marion Mainsant, Yannick Bourrier, Anca Molnos, Martial Mermillod

SN Comput. Sci., 2023

2022

Domestic Hot Water Forecasting for Individual Housing with Deep Learning.

Paul Compagnon, Aurore Lomet, Marina Reyboz, Martial Mermillod

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

An Embedded Continual Learning System for Facial Emotion Recognition.

Olivier Antoni, Marion Mainsant, Christelle Godin, Martial Mermillod, Marina Reyboz

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

CNN Color Demosaicking Generalizes for any CFA.

Yannick Bourrier, Martial Mermillod, Marina Reyboz, David Alleysson

Proceedings of the 30th Color and Imaging Conference, 2022

A study of the Dream Net model robustness across continual learning scenarios.

Marion Mainsant, Martial Mermillod, Christelle Godin, Marina Reyboz

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2021

The Role of Emotional Content and Perceptual Saliency During the Programming of Saccades Toward Faces.

Léa Entzmann, Nathalie Guyader, Louise Kauffmann, Juliette Lenouvel, Clémence Charles, Carole Peyrin, Roman Vuillaume, Martial Mermillod

Cogn. Sci., 2021

Impact of Spatial Frequency Based Constraints on Adversarial Robustness.

Rémi Bernhard, Pierre-Alain Moëllic, Martial Mermillod, Yannick Bourrier, Romain Cohendet, Miguel Solinas, Marina Reyboz

Proceedings of the International Joint Conference on Neural Networks, 2021

Impact of reverberation through deep neural networks on adversarial perturbations.

Romain Cohendet, Miguel Solinas, Rémi Bernhard, Marina Reyboz, Pierre-Alain Moëllic, Yannick Bourrier, Martial Mermillod

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Beneficial Effect of Combined Replay for Continual Learning.

Miguel Solinas, Stephane Rousset, Romain Cohendet, Yannick Bourrier, Marion Mainsant, Anca Molnos, Marina Reyboz, Martial Mermillod

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

Dream Net: a privacy preserving continual leaming model for face emotion recognition.

Marion Mainsant, Miguel Solinas, Marina Reyboz, Christelle Godin, Martial Mermillod

Proceedings of the 2021 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020

Real-world expectations and their affective value modulate object processing.

Laurent Caplette, Frédéric Gosselin, Martial Mermillod, Bruno Wicker

NeuroImage, 2020

Modelling risk-taking behaviour of avalanche accident victims.

Robin Couret, Carole Adam, Martial Mermillod

CoRR, 2020

Generalization of iterative sampling in autoencoders.

Miguel Solinas, C. Galiez, Romain Cohendet, Stephane Rousset, Marina Reyboz, Martial Mermillod

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Recurrent top-down synaptic connections at different spatial frequencies help disambiguate between dynamic emotions.

Erwan J. David, Yannick Bourrier, Roman Vuillaume, Martial Mermillod

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

The importance of recurrent top-down synaptic connections for the anticipation of dynamic emotions.

Martial Mermillod, Yannick Bourrier, Erwan J. David, Louise Kauffmann, Alan Chauvin, Nathalie Guyader, Frédéric Dutheil, Carole Peyrin

Neural Networks, 2019

2018

From relief to surprise: Dual control of epistemic curiosity in the human brain.

Romain Ligneul, Martial Mermillod, Tiffany Morisseau

NeuroImage, 2018

Demosaicing using Dual Layer Feedforward Neural Network.

Prakhar Amba, David Alleysson, Martial Mermillod

Proceedings of the 26th Color and Imaging Conference, 2018

2014

Processing various conceptual metaphors at the same time with a bad mood.

Nicolas Spatola, Marc Ouellet, Julio Santiago, Brice Beffara, Martial Mermillod

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013

Verifying properties of concepts spontaneously requires sharing resources with same-modality percept.

Nicolas Vermeulen, Betty Chang, Olivier Corneille, Gordy Pleyers, Martial Mermillod

Cogn. Process., 2013

2012

Enhanced embodied response following ambiguous emotional processing.

Brice Beffara, Marc Ouellet, Nicolas Vermeulen, Anamitra Basu, Tiffany Morisseau, Martial Mermillod

Cogn. Process., 2012

Computational Evidence That Frequency Trajectory Theory Does Not Oppose But Emerges From Age-of-Acquisition Theory.

Martial Mermillod, Patrick Bonin, Alain Méot, Ludovic Ferrand, Michel Paindavoine

Cogn. Sci., 2012

2010

Coarse scales are sufficient for efficient categorization of emotional facial expressions: Evidence from neural computation.

Martial Mermillod, Patrick Bonin, Laurie Mondillon, David Alleysson, Nicolas Vermeulen

Neurocomputing, 2010

2009

The importance of low spatial frequency information for recognising fearful facial expressions.

Martial Mermillod, Patrik Vuilleumier, Carole Peyrin, David Alleysson, Christian Marendaz

Connect. Sci., 2009