Publication
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). at <https://proceedings.neurips.cc/paper/2020/hash/98b17f068d5d9b7668e19fb8ae470841-Abstract.html>
Position: A Theory of Deep Learning Must Include Compositional Sparsity. (2025).
CBMM Memo 159.pdf (676.35 KB)
Scrape, rub, and roll: causal inference in the perception of sustained contact sounds . Cognitive Science (2019).
Pupillary responses track changes in arousal and attention while exploring a virtual reality environment. The Rockefeller University 2019 Summer Undergraduate Research Fellowship (SURF) Program (2019).
Unconscious perception of an opponent's goal. Vision Sciences Society Annual Meeting (VSS 2015) (2015). doi:10.1167/15.12.43
Neural Regression, Representational Similarity, Model Zoology Neural Taskonomy at Scale in Rodent Visual Cortex. (2021).
CBMM-Memo-131.pdf (9.37 MB)
An adversarial collaboration to critically evaluate theories of consciousness. bioRxiv (2023). doi:https://doi.org/10.1101/2023.06.23.546249
Characterizing a snapshot of perceptual experience. Journal of Experimental Psychology: General (2021). doi:10.1037/xge0000864
Representational similarity precedes category selectivity in the developing ventral visual pathway. NeuroImage 197, 565 - 574 (2019).
Query-guided visual search . 41st Annual conference of the Cognitive Science Society (2019).
Spontaneous sign emergence in humans and machines through an embodied communication game. JCoLE Workshop (2022).
Quantifying the Emergence of Symbolic Communication. CogSci (2022). at <https://escholarship.org/uc/item/08n3293v>
On the Robustness of Convolutional Neural Networks to Internal Architecture and Weight Perturbations. (2017).
CBMM-Memo-065.pdf (687.76 KB)
Eccentricity Dependent Deep Neural Networks: Modeling Invariance in Human Vision. AAAI Spring Symposium Series, Science of Intelligence (2017). at <https://www.aaai.org/ocs/index.php/SSS/SSS17/paper/view/15360>
paper.pdf (963.87 KB)
Uncovering representations of sleep-associated hippocampal ensemble spike activity. Scientific Reports 6, (2016).
Detect What You Can: Detecting and Representing Objects using Holistic Models and Body Parts. (2014).
CBMM-Memo-015.pdf (974.07 KB)
Parsing Occluded People by Flexible Compositions. Computer Vision and Pattern Recognition (CVPR) (2015).
CBMM Memo 034.pdf (5.54 MB)
Bayesian nonparametric methods for discovering latent structures of rat hippocampal ensemble spikes. IEEE Workshop on Machine Learning for Signal Processing (2016).
MLSP16 (1).pdf (1.04 MB)
Compression of Deep Neural Networks for Image Instance Retrieval. (2017). at <https://arxiv.org/abs/1701.04923>
1701.04923.pdf (614.33 KB)
]