All Publications
2021
“Multi-resolution modeling of a discrete stochastic process identifies causes of cancer”, in International Conference on Learning Representations, 2021. ,
CBMM Funded
“Unsupervised Discovery of 3D Physical Objects”, in International Conference on Learning Representations, 2021. ,
CBMM Related
“Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis Workflows”, IEEE Signal Processing Magazine, vol. 38, no. 2, pp. 89 - 119, 2021. ,
CBMM Funded
“Memory as a Computational Resource”, Trends in Cognitive Sciences, vol. 25, no. 3, pp. 240 - 251, 2021. ,
CBMM Funded
“Causal inference in environmental sound recognition”, Cognition, 2021. ,
CBMM Funded
CBMM Memo No.
116
“The Effects of Image Distribution and Task on Adversarial Robustness”. 2021.
CBMM_Memo_116.pdf (5.44 MB) ,

CBMM Funded
“Characterizing a snapshot of perceptual experience.”, Journal of Experimental Psychology: General, 2021. ,
CBMM Funded
Biological and Computer Vision. Cambridge, UK: Cambridge University Press, 2021. ,
CBMM Related
“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
“Multi-task reinforcement learning in humans”, Nature Human Behaviour, 2021. ,
CBMM Funded
CBMM Memo No.
114
“From Associative Memories to Powerful Machines”. 2021.
CBMM-Memo-114.pdf (1.01 MB)
Adding a second part (1.85 MB) ,


CBMM Funded
“Neuroscience: A Face’s Journey through Space and Time”, Current Biology, vol. 31, no. 1, pp. R13 - R15, 2021. ,
CBMM Funded
“What Is the Model in Model‐Based Planning?”, Cognitive Science, vol. 45, 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
“No evidence for prolactin’s involvement in the post-ejaculatory refractory periodAbstract”, Communications Biology, vol. 4, no. 1, 2021. ,
CBMM Related
“A Geometric Analysis of Deep Generative Image Models and Its Applications”, in Proc. International Conference on Learning Representations, 2021, 2021. ,
CBMM Related
CBMM Memo No.
115
“Distribution of Classification Margins: Are All Data Equal?”. 2021.
CBMM Memo 115.pdf (9.56 MB) ,

CBMM Funded
“Large-scale benchmarking of deep neural network models in mouse visual cortex reveals patterns similar to those observed in macaque visual cortex”, Cosyne. 2021. ,
CBMM Funded
“PHASE: PHysically-grounded Abstract Social Events for Machine Social Perception”, in AAAI-21, 2021. ,
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
“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