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Federico Adolfi
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2020 – today
- 2024
- [c3]Martina G. Vilas, Federico Adolfi, David Poeppel, Gemma Roig:
Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience. ICML 2024 - [i6]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:
MindSet: Vision. A toolbox for testing DNNs on key psychological experiments. CoRR abs/2404.05290 (2024) - [i5]Martina G. Vilas, Federico Adolfi, David Poeppel, Gemma Roig:
Position Paper: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience. CoRR abs/2406.01352 (2024) - [i4]Federico Adolfi, Martina G. Vilas, Todd Wareham:
The Computational Complexity of Circuit Discovery for Inner Interpretability. CoRR abs/2410.08025 (2024) - 2023
- [j3]Jeffrey S. Bowers, Gaurav Malhotra, Federico Adolfi, Marin Dujmovic, Milton Llera Montero, Valerio Biscione, Guillermo Puebla, John E. Hummel, Rachel F. Heaton:
On the importance of severely testing deep learning models of cognition. Cogn. Syst. Res. 82: 101158 (2023) - [j2]Federico Adolfi, Jeffrey S. Bowers, David Poeppel:
Successes and critical failures of neural networks in capturing human-like speech recognition. Neural Networks 162: 199-211 (2023) - [j1]Federico Adolfi, Todd Wareham, Iris van Rooij:
A Computational Complexity Perspective on Segmentation as a Cognitive Subcomputation. Top. Cogn. Sci. 15(2): 255-273 (2023) - 2022
- [c2]Federico Adolfi, Todd Wareham, Iris van Rooij:
Computational Complexity of Segmentation. CogSci 2022 - [i3]Federico Adolfi, Todd Wareham, Iris van Rooij:
Computational Complexity of Segmentation. CoRR abs/2201.13106 (2022) - [i2]Federico Adolfi, Jeffrey S. Bowers, David Poeppel:
Successes and critical failures of neural networks in capturing human-like speech recognition. CoRR abs/2204.03740 (2022) - 2020
- [c1]Peter M. C. Harrison, Raja Marjieh, Federico Adolfi, Pol van Rijn, Manuel Anglada-Tort, Ofer Tchernichovski, Pauline Larrouy-Maestri, Nori Jacoby:
Gibbs Sampling with People. NeurIPS 2020 - [i1]Peter M. C. Harrison, Raja Marjieh, Federico Adolfi, Pol van Rijn, Manuel Anglada-Tort, Ofer Tchernichovski, Pauline Larrouy-Maestri, Nori Jacoby:
Gibbs Sampling with People. CoRR abs/2008.02595 (2020)
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