All Publications
2023
“Heteroscedastic Gaussian Processes and Random Features: Scalable Motion Primitives with Guarantees”, in 7th Conference on Robot Learning (CoRL 2023, Altanta, GA, 2023. ,
CBMM Funded
“A structured prediction approach for robot imitation learning”, The International Journal of Robotics Research, vol. 43, no. 2, pp. 113 - 133, 2023. ,
CBMM Related
“Perception of 3D shape integrates intuitive physics and analysis-by-synthesis”, Nature Human Behaviour, 2023. ,
CBMM Funded
“Model metamers reveal divergent invariances between biological and artificial neural networks”, Nature Neuroscience, 2023. ,
CBMM Funded
CBMM Funded
Cervelli menti algoritmi. Sperling & Kupfer, 2023, p. 272. ,
CBMM Funded
“Modeling Visual Impairments with Artificial Neural Networks: a Review”, in International Conference on Computer Vision 2023, Paris, 2023. ,
CBMM Funded
“ Learning to Learn: How to Continuously Teach Humans and Machines ”, in International Conference on Computer Vision (ICCV), 2023, Paris, France, 2023. ,
CBMM Funded
“Fast iterative regularization by reusing dataAbstract”, Journal of Inverse and Ill-posed Problems, 2023. ,
CBMM Funded
CBMM Memo No.
143
“A Homogeneous Transformer Architecture”. 2023. CBMM-Memo-143.pdf (1.07 MB) ,
CBMM Funded
“Non-commitment in mental imagery”, Cognition, vol. 238, p. 105498, 2023. ,
CBMM Funded
“Hippocampal memory reactivation during sleep is correlated with specific cortical states of the retrosplenial and prefrontal cortices”, Learning & Memory, vol. 30, no. 9, pp. 221 - 236, 2023. ,
CBMM Related
CBMM Funded
“Emergence of Sparse Representations from Noise”, ICML 2023. Honolulu, HI, 2023. ,
CBMM Funded
CBMM Related
“Behavioral signatures of face perception emerge in deep neural networks optimized for face recognition”, Proceedings of the National Academy of Sciences, vol. 120, no. 32, 2023. ,
CBMM Funded
“System Identification of Neural Systems: If We Got It Right, Would We Know?”, Proceedings of the 40th International Conference on Machine Learning, PMLR, vol. 202. pp. 12430-12444, 2023. han23d.pdf (797.48 KB) ,
CBMM Funded
“Emotion prediction as computation over a generative theory of mind”, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol. 381, no. 2251, 2023. houlihan2023computedappraisals.pdf (2.37 MB) ,
CBMM Funded
“NOPA: Neurally-guided Online Probabilistic Assistance for Building Socially Intelligent Home Assistants”, in 2023 IEEE International Conference on Robotics and Automation (ICRA), London, United Kingdom, 2023. ,
CBMM Related
CBMM Memo No.
142
“Skip Connections Increase the Capacity of Associative Memories in Variable Binding Mechanisms”. 2023. CBMM-Memo-142.pdf (1.64 MB) ,
CBMM Funded
“Collaborative decision making is grounded in representations of other people’s competence and effort.”, Journal of Experimental Psychology: General, vol. 152, no. 6, pp. 1565 - 1579, 2023. ,
CBMM Funded
“Causal implicatures from correlational statements”, PLOS ONE, vol. 18, no. 5, p. e0286067, 2023. ,
CBMM Funded
“Teachers recruit mentalizing regions to represent learners’ beliefs”, Proceedings of the National Academy of Sciences, vol. 120, no. 22, 2023. ,
CBMM Funded
“Physics informed machine learning for wind speed prediction”, Energy, vol. 268, p. 126628, 2023. ,
CBMM Funded
“Sparse distributed memory is a continual learner”, International Conference on Learning Representations. Kigali, Rwanda, Africa, 2023. 6086_sparse_distributed_memory_is_a.pdf (13.3 MB) ,
CBMM Funded