Martina G. Vilas

21 papers A* 3B 1Journal 16Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Contextual inference from single objects in Vision-Language models. CoRR Martina G. Vilas, Timothy Schaumlöffel, Gemma Roig
2025	J	`jnl`	Correction: FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks. Int. J. Comput. Vis. Mahadev Prasad Panda, Matteo Tiezzi, Martina G. Vilas, Gemma Roig, Bjoern M. Eskofier, Dario Zanca
2025	J	`jnl`	FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks. Int. J. Comput. Vis. Mahadev Prasad Panda, Matteo Tiezzi, Martina G. Vilas, Gemma Roig, Bjoern M. Eskofier, Dario Zanca
2025	J	`jnl`	Net2Brain: a toolbox to compare artificial vision models with human brain responses. Frontiers Neuroinformatics Domenic Bersch, Martina G. Vilas, Sari Saba-Sadiya, Timothy Schaumlöffel, Kshitij Dwivedi, Christina Sartzetaki, Radoslaw Martin Cichy, Gemma Roig
2025	A*	`conf`	The Computational Complexity of Circuit Discovery for Inner Interpretability. ICLR Federico Adolfi, Martina G. Vilas, Todd Wareham
2025	J	`jnl`	Tracing the Traces: Latent Temporal Signals for Efficient and Accurate Reasoning. CoRR Martina G. Vilas, Safoora Yousefi, Besmira Nushi, Eric Horvitz, Vidhisha Balachandran
2024	B	`conf`	Complexity-Theoretic Limits on the Promises of Artificial Neural Network Reverse-Engineering. CogSci Federico Adolfi, Martina G. Vilas, Todd Wareham
2024	J	`jnl`	Human-inspired Explanations for Vision Transformers and Convolutional Neural Networks. CoRR Mahadev Prasad Panda, Matteo Tiezzi, Martina G. Vilas, Gemma Roig, Bjoern M. Eskofier, Dario Zanca
2024	—	`conf`	Limited but Consistent Gains in Adversarial Robustness by Co-training Object Recognition Models with Human EEG. ECCV Workshops (14) Manshan Guo, Bhavin Choksi, Sari Sadiya, Alessandro T. Gifford, Martina G. Vilas, Radoslaw Martin Cichy, Gemma Roig
2024	J	`jnl`	Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG. CoRR Manshan Guo, Bhavin Choksi, Sari Saba-Sadiya, Alessandro T. Gifford, Martina G. Vilas, Radoslaw Martin Cichy, Gemma Roig
2024	J	`jnl`	Position Paper: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience. CoRR Martina G. Vilas, Federico Adolfi, David Poeppel, Gemma Roig
2024	A*	`conf`	Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience. ICML Martina G. Vilas, Federico Adolfi, David Poeppel, Gemma Roig
2024	J	`jnl`	The Computational Complexity of Circuit Discovery for Inner Interpretability. CoRR Federico Adolfi, Martina G. Vilas, Todd Wareham
2023	A*	`conf`	Analyzing Vision Transformers for Image Classification in Class Embedding Space. NeurIPS Martina G. Vilas, Timothy Schaumlöffel, Gemma Roig
2023	J	`jnl`	Analyzing Vision Transformers for Image Classification in Class Embedding Space. CoRR Martina G. Vilas, Timothy Schaumlöffel, Gemma Roig
2023	J	`jnl`	The Algonauts Project 2023 Challenge: How the Human Brain Makes Sense of Natural Scenes. CoRR Alessandro T. Gifford, Benjamin Lahner, Sari Saba-Sadiya, Martina G. Vilas, Alex Lascelles, Aude Oliva, K. Kay, Gemma Roig, Radoslaw Martin Cichy
2022	J	`jnl`	Good scientific practice in EEG and MEG research: Progress and perspectives. NeuroImage Guiomar Niso, Laurens R. Krol, Etienne Combrisson, Anne Sophie Dubarry, Madison A. Elliott, Clément François, Yseult Héjja-Brichard, Sophie K. Herbst, Karim Jerbi, Vanja Kovic, Katia Lehongre, Steven J. Luck, Manuel R. Mercier, John C. Mosher, Yuri G. Pavlov, Aina Puce, Antonio Schettino, Daniele Schön, Walter Sinnott-Armstrong, Bertille Somon, Andela Soskic, Suzy J. Styles, Roni Tibon, Martina G. Vilas, Marijn van Vliet, Maximilien Chaumon
2022	J	`jnl`	Net2Brain: A Toolbox to compare artificial vision models with human brain responses. CoRR Domenic Bersch, Kshitij Dwivedi, Martina G. Vilas, Radoslaw Martin Cichy, Gemma Roig
2020	J	`jnl`	Task-specific signatures in the expert brain: Differential correlates of translation and reading in professional interpreters. NeuroImage Martín Dottori, Eugenia Hesse, Micaela Santilli, Martina G. Vilas, Miguel Martorell Caro, Daniel Fraiman, Lucas Sedeño, Agustín Ibáñez, Adolfo M. García
2019	J	`jnl`	Spectral signatures of serotonergic psychedelics and glutamatergic dissociatives. NeuroImage Carla Pallavicini, Martina G. Vilas, Mirta Villarreal, Federico Zamberlan, Suresh D. Muthukumaraswamy, David J. Nutt, Robin L. Carhart-Harris, Enzo Tagliazucchi
2018	J	`jnl`	Dynamic functional connectivity and brain metastability during altered states of consciousness. NeuroImage Federico Cavanna, Martina G. Vilas, Matías Palmucci, Enzo Tagliazucchi