Publication
Learning manifolds with k-means and k-flats. Advances in Neural Information Processing Systems 25 (NIPS 2012) (2012). at <https://papers.nips.cc/paper/2012/hash/b20bb95ab626d93fd976af958fbc61ba-Abstract.html>
Theory of Intelligence with Forgetting: Mathematical Theorems Explaining Human Universal Forgetting using “Forgetting Neural Networks”. (2017).
CBMM-Memo-071.pdf (2.54 MB)
One thing to fool them all: generating interpretable, universal, and physically-realizable adversarial features. arXiv (2022). doi:10.48550/arXiv.2110.03605
2110.03605.pdf (6.7 MB)
Robust Feature-Level Adversaries are Interpretability Tools. NeurIPS (2022). at <https://openreview.net/forum?id=lQ--doSB2o>
8789_robust_feature_level_adversari.pdf (3.79 MB)
Frivolous Units: Wider Networks Are Not Really That Wide. AAAI 2021 (2021). at <https://dblp.org/rec/conf/aaai/CasperBDGSVK21.html>
1912.04783.pdf (6.69 MB)
RESPRECT: Speeding-up Multi-Fingered Grasping With Residual Reinforcement LearningRESPRECT: Speeding-Up Multi-Fingered Grasping With Residual Reinforcement Learning_supp1-3363532.mp4. IEEE Robotics and Automation Letters 9, 3045 - 3052 (2024).
Compression of Deep Neural Networks for Image Instance Retrieval. (2017). at <https://arxiv.org/abs/1701.04923>
1701.04923.pdf (614.33 KB)
Uncovering representations of sleep-associated hippocampal ensemble spike activity. Scientific Reports 6, (2016).
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)
Detect What You Can: Detecting and Representing Objects using Holistic Models and Body Parts. (2014).
CBMM-Memo-015.pdf (974.07 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)
Parsing Occluded People by Flexible Compositions. Computer Vision and Pattern Recognition (CVPR) (2015).
CBMM Memo 034.pdf (5.54 MB)
On the Robustness of Convolutional Neural Networks to Internal Architecture and Weight Perturbations. (2017).
CBMM-Memo-065.pdf (687.76 KB)
Quantifying the Emergence of Symbolic Communication. CogSci (2022). at <https://escholarship.org/uc/item/08n3293v>
Spontaneous sign emergence in humans and machines through an embodied communication game. JCoLE Workshop (2022).
Query-guided visual search . 41st Annual conference of the Cognitive Science Society (2019).
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).
An adversarial collaboration to critically evaluate theories of consciousness. bioRxiv (2023). doi:https://doi.org/10.1101/2023.06.23.546249
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