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Synthesizing theories of human language with Bayesian program inductionAbstract. Nature Communications 13, (2022).
s41467-022-32012-w.pdf (2.19 MB)
s41467-022-32012-w.pdf (2.19 MB) System identification of neural systems: If we got it right, would we know?. (2022). CBMM-Memo-136.pdf (1.75 MB)
CBMM-Memo-136.pdf (1.75 MB) Task-specific neural processes underlying conflict resolution during cognitive control. BioRxiv (2022). doi:10.1101/2022.01.16.476535 2022.01.16.476535v1.full_.pdf (22.96 MB)
2022.01.16.476535v1.full_.pdf (22.96 MB) Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations. (2022). CBMM-Memo-119.pdf (31.08 MB)
CBMM-Memo-119.pdf (31.08 MB) Towards an objective characterization of an individual's facial movements using Self-Supervised Person-Specific-Models. arXiv (2022). at <https://arxiv.org/abs/2211.08279>
Trajectory Prediction with Linguistic Representations. 2022 IEEE International Conference on Robotics and Automation (ICRA) (2022). doi:10.1109/ICRA46639.2022.9811928
Trajectory Prediction with Linguistic Representations. (2022). CBMM-Memo-132.pdf (1.15 MB)
CBMM-Memo-132.pdf (1.15 MB) Transformer Module Networks for Systematic Generalization in Visual Question Answering. (2022). CBMM-Memo-121.pdf (1.06 MB) version 2 (3/22/2023) (1.33 MB)
CBMM-Memo-121.pdf (1.06 MB) version 2 (3/22/2023) (1.33 MB) Understanding the Role of Recurrent Connections in Assembly Calculus. (2022). CBMM-Memo-137.pdf (1.49 MB)
CBMM-Memo-137.pdf (1.49 MB) Using child‐friendly movie stimuli to study the development of face, place, and object regions from age 3 to 12 years. Human Brain Mapping (2022). doi:10.1002/hbm.25815
Using machine learning to understand age and gender classification based on infant temperament. PLOS ONE 17, e0266026 (2022).
What Babies KnowAbstractCore KnowledgeAbstract. 190 - C5.T1 (Oxford University PressNew York, 2022). doi:10.1093/oso/9780190618247.001.000110.1093/oso/9780190618247.003.0005
What Could Go Wrong: Adults and Children Calibrate Predictions and Explanations of Others' Actions Based on Relative Reward and Danger. Cognitive Science 46, (2022).
When and how convolutional neural networks generalize to out-of-distribution category–viewpoint combinations. Nature Machine Intelligence 4, 146 - 153 (2022).
AGENT: A Benchmark for Core Psychological Reasoning. Proceedings of the 38th International Conference on Machine Learning (2021).
Biological and Computer Vision. (Cambridge University Press, 2021). doi:10.1017/9781108649995
Causal inference in environmental sound recognition. Cognition (2021). doi:10.1016/j.cognition.2021.104627
Characterizing a snapshot of perceptual experience. Journal of Experimental Psychology: General (2021). doi:10.1037/xge0000864
Chemogenetic suppression of macaque V4 neurons produces retinotopically specific deficits in downstream IT neural activity patterns and core object recognition behavior. Journal of Vision 21, (2021).