All Publications
2021
“Neuroscience: A Face’s Journey through Space and Time”, Current Biology, vol. 31, no. 1, pp. R13 - R15, 2021. ,
CBMM Funded
“Fast Recurrent Processing via Ventrolateral Prefrontal Cortex Is Needed by the Primate Ventral Stream for Robust Core Visual Object Recognition”, Neuron, vol. 109, no. 1, pp. 164 - 176.e5, 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
“Multi-task reinforcement learning in humans”, Nature Human Behaviour, 2021. ,
CBMM Funded
“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
“Cognitive boundary signals in the human medial temporal lobe shape episodic memory representation”, bioRxiv, 2021. ,
CBMM Related
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
CBMM Memo No.
117
“Dynamics and Neural Collapse in Deep Classifiers trained with the Square Loss”. 2021.
JMLR__2021-22.pdf (4.61 MB)
Fixed Appendix (13.31 MB)
Several updates, new figures, low rank bias (11.66 MB) ,



CBMM Funded
CBMM Memo No.
115
“Distribution of Classification Margins: Are All Data Equal?”. 2021.
CBMM Memo 115.pdf (9.56 MB)
arXiv version (23.05 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
“What Matters In Branch Specialization? Using a Toy Task to Make Predictions”, in Shared Visual Representations in Human and Machine Intelligence (SVRHM) Workshop at NeurIPS, 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
“On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation”, in Shared Visual Representations in Human and Machine Intelligence (SVRHM) Workshop at NeurIPS, 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