Publications

Martina G. Vilas, Federico Adolfi, David Poeppel, Gemma Roig (2024). Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience. In ICML.

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Martina G. Vilas, Timothy Schaumlöffel, Gemma Roig (2023). Analyzing vision transformers for image classification in class embedding space. In NeurIPS.

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Domenic Bersch, Kshitij Dwivedi, Martina G. Vilas, Radoslaw M. Cichy, Gemma Roig (2022). Net2Brain: A toolbox to compare artificial vision models with human brain responses. In CCN.

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Martina G. Vilas, Ryszard Auksztulewicz, Lucia Melloni (2021). Active inference as a computational framework for consciousness. Review of Philosophy and Psychology, 13(4).

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Martina G. Vilas (2019). An example preprint / working paper.

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