Publication
Export 667 results:
Distribution of Classification Margins: Are All Data Equal?. (2021).
CBMM Memo 115.pdf (9.56 MB)

The Effects of Image Distribution and Task on Adversarial Robustness. (2021).
CBMM_Memo_116.pdf (5.44 MB)

From Associative Memories to Deep Networks. (2021).
CBMM-Memo-114.pdf (1.01 MB)
A few edits (1.03 MB)


The ability to predict actions of others from distributed cues is still developing in children. PsyArXiv Preprints (2020). doi:10.31234/osf.io/pu3tf
Action_prediction_in_children.pdf (427.84 KB)

Acute social isolation evokes midbrain craving responses similar to hunger. Nature Neuroscience 23, 1597 - 1605 (2020).
s41593-020-00742-z.pdf (5.47 MB)

AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity. Advances in Neural Information Processing Systems 33 pre-proceedings (NeurIPS 2020) (2020).
2006.10782.pdf (2.62 MB)

An analysis of training and generalization errors in shallow and deep networks. Neural Networks 121, 229 - 241 (2020).
Beyond the feedforward sweep: feedback computations in the visual cortex. Ann. N.Y. Acad. Sci. | Special Issue: The Year in Cognitive Neuroscience 1464, 222-241 (2020).
gk7812.pdf (1.93 MB)

Biologically Inspired Mechanisms for Adversarial Robustness. (2020).
CBMM_Memo_110.pdf (3.14 MB)

Can Deep Learning Recognize Subtle Human Activities?. CVPR 2020 (2020).
Can we Contain Covid-19 without Locking-down the Economy?. (2020).
CBMM Memo 104 v4 (Apr. 6, 2020) (418.25 KB)
CBMM Memo 104 v3 (Apr. 1, 2020) (452.94 KB)
CBMM Memo 104 v2 (Mar. 28, 2020) (427.39 KB)
CBMM-Memo-104.pdf (425.12 KB)




On the Capability of Neural Networks to Generalize to Unseen Category-Pose Combinations. (2020).
CBMM-Memo-111.pdf (9.76 MB)

Complexity Control by Gradient Descent in Deep Networks. Nature Communications 11, (2020).
s41467-020-14663-9.pdf (431.68 KB)

CUDA-Optimized real-time rendering of a Foveated Visual System. Shared Visual Representations in Human and Machine Intelligence (SVRHM) workshop at NeurIPS 2020 (2020). at <https://arxiv.org/abs/2012.08655>
Foveated_Drone_SVRHM_2020.pdf (13.44 MB)
v1 (12/15/2020) (14.7 MB)


Deep compositional robotic planners that follow natural language commands . International Conference on Robotics and Automation (ICRA) (2020).
Do Neural Networks for Segmentation Understand Insideness?. (2020).
CBMM-Memo-105.pdf (4.63 MB)
CBMM Memo 105 v2 (July 2, 2020) (3.2 MB)


Dreaming with ARC. Learning Meets Combinatorial Algorithms workshop at NeurIPS 2020 (2020).
CBMM Memo 113.pdf (1019.64 KB)

Efficient inverse graphics in biological face processing. Science Advances 6, eaax5979 (2020).
eaax5979.full_.pdf (3.22 MB)

Emergence of Pragmatic Reasoning From Least-Effort Optimization . 13th International Conference on the Evolution of Language (EvoLang) (2020).
Evidence that recurrent pathways between the prefrontal and inferior temporal cortex is critical during core object recognition . COSYNE (2020).
An Exit Strategy from the Covid-19 Lockdown based on Risk-sensitive Resource Allocation. (2020).
CBMM-Memo-106.pdf (431.13 KB)

Fast Recurrent Processing via Ventrolateral Prefrontal Cortex Is Needed by the Primate Ventral Stream for Robust Core Visual Object Recognition. Neuron (2020). doi:10.1016/j.neuron.2020.09.035
PIIS0896627320307595.pdf (3.92 MB)

For interpolating kernel machines, the minimum norm ERM solution is the most stable. (2020).
CBMM_Memo_108.pdf (1015.14 KB)
Better bound (without inequalities!) (1.03 MB)


Function approximation by deep networks. Communications on Pure & Applied Analysis 19, 4085 - 4095 (2020).
1534-0392_2020_8_4085.pdf (514.57 KB)
