Vilas, Martina G.

1. Analyzing Vision Transformers for Image Classification in Class Embedding Space
   2023/10/29 by Martina G. Vilas, Vilas, Martina G., Schaumlöffel, Timothy +2 · 7 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning
2. The Computational Complexity of Circuit Discovery for Inner Interpretability
   2024/10/10 by Federico Adolfi, Adolfi, Federico, Martina G. Vilas +3 · 3 citations
   Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computational Complexity (cs.CC) #FOS: Biological sciences #FOS: Computer and information sciences #Neural Networks and Applications #Neurons and Cognition (q-bio.NC) #Statistical and Computational Modeling
3. Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience
   2024/06/03 by Martina G. Vilas, Vilas, Martina G., Federico Adolfi +5 · 1 citation
   Computer Science · #Explainable Artificial Intelligence (XAI)