Federico Adolfi

According to our database, Federico Adolfi authored at least 11 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

The Computational Complexity of Circuit Discovery for Inner Interpretability.

Federico Adolfi, Martina G. Vilas, Todd Wareham

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Content-agnostic online segmentation as a core operation.

Federico Adolfi, Yue Sun, David Poeppel

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

2024

Position Paper: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience.

Martina G. Vilas, Federico Adolfi, David Poeppel, Gemma Roig

CoRR, 2024

MindSet: Vision. A toolbox for testing DNNs on key psychological experiments.

Valerio Biscione, Dong Yin, Gaurav Malhotra, Marin Dujmovic, Milton Llera Montero, Guillermo Puebla, Federico Adolfi, Rachel F. Heaton, John E. Hummel, Benjamin D. Evans, Karim Habashy, Jeffrey S. Bowers

CoRR, 2024

Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience.

Martina G. Vilas, Federico Adolfi, David Poeppel, Gemma Roig

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Complexity-Theoretic Limits on the Promises of Artificial Neural Network Reverse-Engineering.

Federico Adolfi, Martina G. Vilas, Todd Wareham

Proceedings of the 46th Annual Meeting of the Cognitive Science Society, 2024

2023

On the importance of severely testing deep learning models of cognition.

Jeffrey S. Bowers, Gaurav Malhotra, Federico Adolfi, Marin Dujmovic, Milton Llera Montero, Valerio Biscione, Guillermo Puebla, John E. Hummel, Rachel F. Heaton

Cogn. Syst. Res., December, 2023

Successes and critical failures of neural networks in capturing human-like speech recognition.

Federico Adolfi, Jeffrey S. Bowers, David Poeppel

Neural Networks, May, 2023

A Computational Complexity Perspective on Segmentation as a Cognitive Subcomputation.

Federico Adolfi, Todd Wareham, Iris van Rooij

Top. Cogn. Sci., April, 2023

2022

Computational Complexity of Segmentation.

Federico Adolfi, Todd Wareham, Iris van Rooij

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

2020

Gibbs Sampling with People.

Peter M. C. Harrison, Raja Marjieh, Federico Adolfi, Pol van Rijn, Manuel Anglada-Tort, Ofer Tchernichovski, Pauline Larrouy-Maestri, Nori Jacoby

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020