Martial Mermillod

32 papers B 4C 2Journal 18Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Are Time Series Foundation Models Susceptible to Catastrophic Forgetting? CoRR Nouha Karaouli, Denis Coquenet, Elisa Fromont, Martial Mermillod, Marina Reyboz
2025	—	`conf`	BrAMA: A Data-Efficient Brain-Inspired Architecture for Semi-Supervised Multi-Modal Association. ICDM (Workshops) Jonathan Grienay, Marina Reyboz, Martial Mermillod, Laurent Rodriguez, Benoît Miramond
2025	J	`jnl`	Exploring continual learning strategies in artificial neural networks through graph-based analysis of connectivity: Insights from a brain-inspired perspective. Neural Networks Lucrezia Carboni, Dwight Nwaigwe, Marion Mainsant, Raphael Bayle, Marina Reyboz, Martial Mermillod, Michel Dojat, Sophie Achard
2025	J	`jnl`	How Foundational are Foundation Models for Time Series Forecasting? CoRR Nouha Karaouli, Denis Coquenet, Elisa Fromont, Martial Mermillod, Marina Reyboz
2025	B	`conf`	Leveraging Brain Inspired Principles for Data Efficient Multimodal Learning. IEEE Big Data Jonathan Grienay, Marina Reyboz, Martial Mermillod, Laurent Rodriguez, Benoît Miramond
2025	J	`jnl`	The Online Patch Redundancy Eliminator (OPRE): A novel approach to online agnostic continual learning using dataset compression. CoRR Raphael Bayle, Martial Mermillod, Robert M. French
2024	J	`jnl`	Graph-based methods coupled with specific distributional distances for adversarial attack detection. Neural Networks Dwight Nwaigwe, Lucrezia Carboni, Martial Mermillod, Sophie Achard, Michel Dojat
2023	J	`jnl`	Graph-based methods coupled with specific distributional distances for adversarial attack detection. CoRR Dwight Nwaigwe, Lucrezia Carboni, Martial Mermillod, Sophie Achard, Michel Dojat
2023	J	`jnl`	On the Beneficial Effects of Reinjections for Continual Learning. SN Comput. Sci. Miguel Solinas, Marina Reyboz, Stephane Rousset, Julie Galliere, Marion Mainsant, Yannick Bourrier, Anca Molnos, Martial Mermillod
2022	—	`conf`	A study of the Dream Net model robustness across continual learning scenarios. ICDM (Workshops) Marion Mainsant, Martial Mermillod, Christelle Godin, Marina Reyboz
2022	—	`conf`	An Embedded Continual Learning System for Facial Emotion Recognition. ECML/PKDD (6) Olivier Antoni, Marion Mainsant, Christelle Godin, Martial Mermillod, Marina Reyboz
2022	—	`conf`	CNN Color Demosaicking Generalizes for any CFA. CIC Yannick Bourrier, Martial Mermillod, Marina Reyboz, David Alleysson
2022	—	`conf`	Domestic Hot Water Forecasting for Individual Housing with Deep Learning. PKDD/ECML Workshops (2) Paul Compagnon, Aurore Lomet, Marina Reyboz, Martial Mermillod
2021	—	`conf`	Beneficial Effect of Combined Replay for Continual Learning. ICAART (2) Miguel Solinas, Stephane Rousset, Romain Cohendet, Yannick Bourrier, Marion Mainsant, Anca Molnos, Marina Reyboz, Martial Mermillod
2021	—	`conf`	Dream Net: a privacy preserving continual leaming model for face emotion recognition. ACII (Workshops and Demos) Marion Mainsant, Miguel Solinas, Marina Reyboz, Christelle Godin, Martial Mermillod
2021	B	`conf`	Impact of Spatial Frequency Based Constraints on Adversarial Robustness. IJCNN Rémi Bernhard, Pierre-Alain Moëllic, Martial Mermillod, Yannick Bourrier, Romain Cohendet, Miguel Solinas, Marina Reyboz
2021	J	`jnl`	Impact of Spatial Frequency Based Constraints on Adversarial Robustness. CoRR Rémi Bernhard, Pierre-Alain Moëllic, Martial Mermillod, Yannick Bourrier, Romain Cohendet, Miguel Solinas, Marina Reyboz
2021	C	`conf`	Impact of reverberation through deep neural networks on adversarial perturbations. ICMLA Romain Cohendet, Miguel Solinas, Rémi Bernhard, Marina Reyboz, Pierre-Alain Moëllic, Yannick Bourrier, Martial Mermillod
2021	J	`jnl`	The Role of Emotional Content and Perceptual Saliency During the Programming of Saccades Toward Faces. Cogn. Sci. Léa Entzmann, Nathalie Guyader, Louise Kauffmann, Juliette Lenouvel, Clémence Charles, Carole Peyrin, Roman Vuillaume, Martial Mermillod
2020	C	`conf`	Generalization of iterative sampling in autoencoders. ICMLA Miguel Solinas, Clovis Galiez, Romain Cohendet, Stephane Rousset, Marina Reyboz, Martial Mermillod
2020	J	`jnl`	Modelling risk-taking behaviour of avalanche accident victims. CoRR Robin Couret, Carole Adam, Martial Mermillod
2020	J	`jnl`	Real-world expectations and their affective value modulate object processing. NeuroImage Laurent Caplette, Frédéric Gosselin, Martial Mermillod, Bruno Wicker
2020	B	`conf`	Recurrent top-down synaptic connections at different spatial frequencies help disambiguate between dynamic emotions. CogSci Erwan J. David, Yannick Bourrier, Roman Vuillaume, Martial Mermillod
2019	J	`jnl`	The importance of recurrent top-down synaptic connections for the anticipation of dynamic emotions. Neural Networks Martial Mermillod, Yannick Bourrier, Erwan J. David, Louise Kauffmann, Alan Chauvin, Nathalie Guyader, Frédéric Dutheil, Carole Peyrin
2018	—	`conf`	Demosaicing using Dual Layer Feedforward Neural Network. CIC Prakhar Amba, David Alleysson, Martial Mermillod
2018	J	`jnl`	From relief to surprise: Dual control of epistemic curiosity in the human brain. NeuroImage Romain Ligneul, Martial Mermillod, Tiffany Morisseau
2014	B	`conf`	Processing various conceptual metaphors at the same time with a bad mood. CogSci Nicolas Spatola, Marc Ouellet, Julio Santiago, Brice Beffara, Martial Mermillod
2013	J	`jnl`	Verifying properties of concepts spontaneously requires sharing resources with same-modality percept. Cogn. Process. Nicolas Vermeulen, Betty Chang, Olivier Corneille, Gordy Pleyers, Martial Mermillod
2012	J	`jnl`	Computational Evidence That Frequency Trajectory Theory Does Not Oppose But Emerges From Age-of-Acquisition Theory. Cogn. Sci. Martial Mermillod, Patrick Bonin, Alain Méot, Ludovic Ferrand, Michel Paindavoine
2012	J	`jnl`	Enhanced embodied response following ambiguous emotional processing. Cogn. Process. Brice Beffara, Marc Ouellet, Nicolas Vermeulen, Anamitra Basu, Tiffany Morisseau, Martial Mermillod
2010	J	`jnl`	Coarse scales are sufficient for efficient categorization of emotional facial expressions: Evidence from neural computation. Neurocomputing Martial Mermillod, Patrick Bonin, Laurie Mondillon, David Alleysson, Nicolas Vermeulen
2009	J	`jnl`	The importance of low spatial frequency information for recognising fearful facial expressions. Connect. Sci. Martial Mermillod, Patrik Vuilleumier, Carole Peyrin, David Alleysson, Christian Marendaz