All Publications
2020
“Theoretical issues in deep networks”, Proceedings of the National Academy of Sciences, p. 201907369, 2020. PNASlast.pdf (915.3 KB) ,
CBMM Funded
“The speed of human social interaction perception”, NeuroImage, p. 116844, 2020. ,
CBMM Funded
“Response patterns in the developing social brain are organized by social and emotion features and disrupted in children diagnosed with autism spectrum disorder”, Cortex, vol. 125, pp. 12 - 29, 2020. ,
CBMM Funded
“The logic of universalization guides moral judgment”, Proceedings of the National Academy of Sciences (PNAS), p. 202014505, 2020. ,
CBMM Funded
“Bayesian Models of Conceptual Development: Learning as Building Models of the World”, Annual Review of Developmental Psychology, vol. 2, no. 1, pp. 533 - 558, 2020. ,
CBMM Funded
“Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations”, Advances in Neural Information Processing Systems 33 pre-proceedings (NeurIPS 2020). 2020. ,
CBMM Funded
“Analyzing Machine‐Learned Representations: A Natural Language Case Study”, Cognitive Science, vol. 44, no. 12, 2020. ,
CBMM Related
“Gross means Great”, Progress in Neurobiology, vol. 195, p. 101924, 2020. ,
CBMM Related
“Social interaction networks in the primate brain”, Current Opinion in Neurobiology, vol. 65, pp. 49 - 58, 2020. ,
CBMM Funded
“CUDA-Optimized real-time rendering of a Foveated Visual System”, in Shared Visual Representations in Human and Machine Intelligence (SVRHM) workshop at NeurIPS 2020, 2020. Foveated_Drone_SVRHM_2020.pdf (13.44 MB) v1 (12/15/2020) (14.7 MB) ,
CBMM Funded
“Time-dependent discrimination advantages for harmonic sounds suggest efficient coding for memory”, Proceedings of the National Academy of Sciences, vol. 117, no. 50, pp. 32169 - 32180, 2020. ,
CBMM Related
“PHASE: PHysically-grounded Abstract Social Eventsfor Machine Social Perception”, in Shared Visual Representations in Human and Machine Intelligence (SVRHM) workshop at NeurIPS 2020, 2020. phase_physically_grounded_abstract_social_events_for_machine_social_perception.pdf (2.49 MB) ,
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
“Explicit regularization and implicit bias in deep network classifiers trained with the square loss”, arXiv, 2020. ,
CBMM Funded
“Face selective patches in marmoset frontal cortexAbstract”, Nature Communications, vol. 11, no. 1, 2020. ,
CBMM Related
“Learning abstract structure for drawing by efficient motor program induction”, in Advances in Neural Information Processing Systems 33 pre-proceedings (NeurIPS 2020), 2020. ,
CBMM Funded
“AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity”, in Advances in Neural Information Processing Systems 33 pre-proceedings (NeurIPS 2020), 2020. 2006.10782.pdf (2.62 MB) ,
CBMM Funded
“Learning a Natural-language to LTL Executable Semantic Parser for Grounded Robotics”, Proceedings of Conference on Robot Learning (CoRL-2020), 2020. ,
CBMM Funded
“Rapid trial-and-error learning with simulation supports flexible tool use and physical reasoning”, Proceedings of the National Academy of Sciences, p. 201912341, 2020. 1912341117.full_.pdf (2.15 MB) ,
CBMM Funded
CBMM Memo No.
113
“Dreaming with ARC”, Learning Meets Combinatorial Algorithms workshop at NeurIPS 2020. 2020. CBMM Memo 113.pdf (1019.64 KB) ,
CBMM Funded
“Origin of perseveration in the trade-off between reward and complexity”, Cognition, vol. 204, p. 104394, 2020. ,
CBMM Related
“Integrative Benchmarking to Advance Neurally Mechanistic Models of Human Intelligence”, Neuron, vol. 108, no. 3, pp. 413 - 423, 2020. ,
CBMM Related
“Acute social isolation evokes midbrain craving responses similar to hunger”, Nature Neuroscience, vol. 23, no. 12, pp. 1597 - 1605, 2020. s41593-020-00742-z.pdf (5.47 MB) ,
CBMM Funded
“Fast Recurrent Processing via Ventrolateral Prefrontal Cortex Is Needed by the Primate Ventral Stream for Robust Core Visual Object Recognition”, Neuron, 2020. PIIS0896627320307595.pdf (3.92 MB) ,
CBMM Funded
“An Overview of Some Issues in the Theory of Deep Networks”, IEEJ Transactions on Electrical and Electronic Engineering, vol. 15, no. 11, pp. 1560 - 1571, 2020. ,
CBMM Funded