All Publications
2023
“BrainBERT: Self-supervised representation learning for Intracranial Electrodes”, International Conference on Learning Representations. Kigali, Rwanda, Africa, 2023.
985_brainbert_self_supervised_repr.pdf (9.71 MB) ,

CBMM Funded
2022
“Reasoning about the antecedents of emotions: Bayesian causal inference over an intuitive theory of mind”, Proceedings of the 44th Annual Conference of the Cognitive Science Society, vol. 44. Toronto, CA, pp. 854-861, 2022.
Houlihan 2022 Proceedings of the 44th Annual Conference of the Cognitive Science Society.pdf (687.98 KB) ,

CBMM Funded
CBMM Memo No.
133
“Incorporating Rich Social Interactions Into MDPs”. 2022.
CBMM-Memo-133.pdf (1.68 MB) ,

CBMM Funded
CBMM Memo No.
132
“Trajectory Prediction with Linguistic Representations”. 2022.
CBMM-Memo-132.pdf (1.15 MB) ,

CBMM Funded
2021
“Vector-based pedestrian navigation in cities”, Nature Computational Science, vol. 1, no. 10, pp. 678 - 685, 2021.
s43588-021-00130-y.pdf (1.96 MB) ,

CBMM Funded
“Multi-resolution modeling of a discrete stochastic process identifies causes of cancer”, in International Conference on Learning Representations, 2021. ,
CBMM Funded
“Spoken ObjectNet: A Bias-Controlled Spoken Caption Dataset”, in Interspeech 2021, ISCA, 2021. ,
CBMM Funded
“Compositional RL Agents That Follow Language Commands in Temporal Logic”, Frontiers in Robotics and AI, vol. 8, 2021.
frobt-08-689550.pdf (1.57 MB) ,

CBMM Funded
“Joint encoding of facial identity, orientation, gaze, and expression in the middle dorsal face areaSignificance”, Proceedings of the National Academy of Sciences, vol. 118, no. 33, 2021. ,
CBMM Related
CBMM Memo No.
123
“PHASE: PHysically-grounded Abstract Social Events for Machine Social Perception”. 2021.
CBMM-Memo-123.pdf (3.08 MB) ,

CBMM Funded
“Memory as a Computational Resource”, Trends in Cognitive Sciences, vol. 25, no. 3, pp. 240 - 251, 2021. ,
CBMM Funded
“Leveraging facial expressions and contextual information to investigate opaque representations of emotions.”, Emotion, 2021.
Anzellotti 2021 Emotion.pdf (1.08 MB) ,

CBMM Funded
“The human endogenous attentional control network includes a ventro-temporal cortical node”, Nature Communications, vol. 12, no. 1, 2021. ,
CBMM Funded
“Human visual motion perception shows hallmarks of Bayesian structural inference”, Scientific Reports, vol. 11, no. 1, 2021. ,
CBMM Funded
Encyclopedia of Color Science and TechnologyBayesian Approaches to Color Category Learning. Berlin, Heidelberg: Springer Berlin Heidelberg, 2021, pp. 1 - 5. ,
CBMM Related
“Multi-task reinforcement learning in humans”, Nature Human Behaviour, 2021. ,
CBMM Funded
CBMM Memo No.
131
“Neural Regression, Representational Similarity, Model Zoology Neural Taskonomy at Scale in Rodent Visual Cortex”. 2021.
CBMM-Memo-131.pdf (9.37 MB) ,

CBMM Funded
CBMM Memo No.
130
“Social Interactions as Recursive MDPs”. 2021.
CBMM-Memo-130.pdf (1.52 MB) ,

CBMM Funded
CBMM Memo No.
129
“Compositional Networks Enable Systematic Generalization for Grounded Language Understanding”. 2021.
CBMM-Memo-129.pdf (1.2 MB) ,

CBMM Funded
CBMM Memo No.
128
“Spoken ObjectNet: A Bias-Controlled Spoken Caption Dataset”. 2021.
CBMM-Memo-128.pdf (2.91 MB) ,

CBMM Funded
CBMM Memo No.
127
“Compositional RL Agents That Follow Language Commands in Temporal Logic”. 2021.
CBMM-Memo-127.pdf (2.12 MB) ,

CBMM Funded
CBMM Memo No.
126
“Measuring Social Biases in Grounded Vision and Language Embeddings”. 2021.
CBMM-Memo-126.pdf (1.32 MB) ,

CBMM Funded
“Measuring Social Biases in Grounded Vision and Language Embeddings”, NAACL (Annual Conference of the North American Chapter of the Association for Computational Linguistics). 2021. ,
CBMM Funded
2020
“Social interaction networks in the primate brain”, Current Opinion in Neurobiology, vol. 65, pp. 49 - 58, 2020. ,
CBMM Funded
“Learning Compositional Rules via Neural Program Synthesis”, in Advances in Neural Information Processing Systems 33 pre-proceedings (NeurIPS 2020), 2020.
2003.05562.pdf (2.51 MB) ,

CBMM Funded