All Publications
2022
“Neural Collapse in Deep Homogeneous Classifiers and the role of Weight Decay”, in IEEE International Conference on Acoustics, Speech and Signal Processing, Singapore, 2022. ,
CBMM Funded
“Infants infer potential social partners by observing the interactions of their parent with unknown others”, Proceedings of the National Academy of Sciences, vol. 119, no. 32, 2022.
pnas.2121390119.pdf (1.43 MB) ,

CBMM Funded
“Brain-like functional specialization emerges spontaneously in deep neural networks”, Science Advances, vol. 8, no. 11, 2022. ,
CBMM Funded
CBMM Memo No.
134
“SGD Noise and Implicit Low-Rank Bias in Deep Neural Networks”. 2022.
Implicit Rank Regularization.pdf (1.42 MB) ,

CBMM Funded
“On the Implicit Bias Towards Minimal Depth of Deep Neural Networks”, arXiv, 2022.
2202.09028.pdf (2 MB) ,

CBMM Funded
“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. ,
CBMM Related
“An approximate representation of objects underlies physical reasoning”, psyArXiv, 2022. ,
CBMM Related
“Neurons detect cognitive boundaries to structure episodic memories in humans”, Nature Neuroscience, vol. 25, no. 3, pp. 358 - 368, 2022. ,
CBMM Funded
CBMM Memo No.
121
“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 Funded
“Do computational models of vision need shape-based representations? Evidence from an individual with intriguing visual perceptions”, Cognitive Neuropsychology, pp. 1 - 3, 2022. ,
CBMM Funded
“Face neurons encode nonsemantic features”, Proceedings of the National Academy of Sciences, vol. 119, no. 16, 2022. ,
CBMM Funded
“When and how convolutional neural networks generalize to out-of-distribution category–viewpoint combinations”, Nature Machine Intelligence, vol. 4, no. 2, pp. 146 - 153, 2022. ,
CBMM Funded
“A neural population selective for song in human auditory cortex”, Current Biology, 2022.
mmc2.pdf (9.52 MB) ,

CBMM Funded
CBMM Memo No.
119
“Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations”. 2022.
CBMM-Memo-119.pdf (31.08 MB) ,

CBMM Funded
“Eszopiclone and Zolpidem Produce Opposite Effects on Hippocampal Ripple DensityDataSheet1.docx”, Frontiers in Pharmacology, vol. 12, 2022. ,
CBMM Funded
“One thing to fool them all: generating interpretable, universal, and physically-realizable adversarial features”, arXiv, 2022.
2110.03605.pdf (6.7 MB) ,

CBMM Funded
“Deep neural network models of sound localization reveal how perception is adapted to real-world environments”, Nature Human Behavior, vol. 6, pp. 111–133 , 2022.
s41562-021-01244-z.pdf (7.22 MB) ,

CBMM Funded
“Harmonicity aids hearing in noise”, Attention, Perception, & Psychophysics, 2022. ,
CBMM Related
“On the Efficacy of Co-Attention Transformer Layers in Visual Question Answering”, arXiv, 2022.
On_the_Efficacy_of_Co-Attention_Transformer_Layers.pdf (35.54 MB) ,

CBMM Funded
“Early concepts of intimacy: Young humans use saliva sharing to infer close relationships”, Science, vol. 375, no. 6578, pp. 311 - 315, 2022. ,
CBMM Funded
“Task-specific neural processes underlying conflict resolution during cognitive control”, BioRxiv, 2022.
2022.01.16.476535v1.full_.pdf (22.96 MB) ,

CBMM Funded
CBMM Memo No.
135
“PCA as a defense against some adversaries”. 2022.
CBMM-Memo-135.pdf (2.58 MB) ,

CBMM Funded
CBMM Memo No.
133
“Incorporating Rich Social Interactions Into MDPs”. 2022.
CBMM-Memo-133.pdf (1.68 MB) ,

CBMM Funded
CBMM Memo No.
132
“Trajectory Prediction with Linguistic Representations”. 2022.
CBMM-Memo-132.pdf (1.15 MB) ,

CBMM Funded
“Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V4”, in BrainScore Workshop at COSYNE, 2022. ,
CBMM Funded