All Publications
2021
CBMM Memo No.
118
“From Marr’s Vision to the Problem of Human Intelligence”. 2021. CBMM-Memo-118.pdf (362.19 KB) ,
CBMM Funded
“ Chemogenetic suppression of macaque V4 neurons produces retinotopically specific deficits in downstream IT neural activity patterns and core object recognition behavior”, Journal of Vision, vol. 21, 2021. ,
CBMM Related
“Multi-scale hierarchical neural network models that bridge from single neurons in the primate primary visual cortex to object recognition behavior”, bioRxiv, 2021. 2021.03.01.433495v2.full_.pdf (3.23 MB) ,
CBMM Funded
“A fast link between face perception and memory in the temporal pole”, Science, p. eabi6671, 2021. ,
CBMM Funded
“Unsupervised Discovery of 3D Physical Objects”, in International Conference on Learning Representations, 2021. ,
CBMM Related
“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
“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
“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
CBMM Memo No.
114
“From Associative Memories to Powerful Machines”. 2021. v1.0 (1.01 MB) v1.3Section added August 6 on self attention (3.9 MB) ,
CBMM Funded
“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
CBMM Memo No.
117
“Dynamics and Neural Collapse in Deep Classifiers trained with the Square Loss”. 2021. v1.0 (4.61 MB) v1.4corrections to generalization section (5.85 MB) v1.7Small edits (22.65 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
“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
“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
“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
“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
“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
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
“Integrative Benchmarking to Advance Neurally Mechanistic Models of Human Intelligence”, Neuron, vol. 108, no. 3, pp. 413 - 423, 2020. ,
CBMM Related