Vilas, Martina G.

4 publications

ICLR 2025 The Computational Complexity of Circuit Discovery for Inner Interpretability Federico Adolfi, Martina G. Vilas, Todd Wareham

ECCVW 2024 Limited but Consistent Gains in Adversarial Robustness by Co-Training Object Recognition Models with Human EEG Manshan Guo, Bhavin Choksi, Sari Sadiya, Alessandro T. Gifford, Martina G. Vilas, Radoslaw Martin Cichy, Gemma Roig

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

NeurIPS 2023 Analyzing Vision Transformers for Image Classification in Class Embedding Space Martina G. Vilas, Timothy Schaumlöffel, Gemma Roig