Publication
Export 645 results:
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)
Action_prediction_in_children.pdf (427.84 KB) 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)
gk7812.pdf (1.93 MB) Biologically Inspired Mechanisms for Adversarial Robustness. (2020). CBMM_Memo_110.pdf (3.14 MB)
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)
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)
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)
s41467-020-14663-9.pdf (431.68 KB) 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)
CBMM-Memo-105.pdf (4.63 MB) CBMM Memo 105 v2 (July 2, 2020) (3.2 MB) Efficient inverse graphics in biological face processing. Science Advances 6, eaax5979 (2020). eaax5979.full_.pdf (3.22 MB)
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)
CBMM-Memo-106.pdf (431.13 KB) For interpolating kernel machines, the minimum norm ERM solution is the most stable. (2020). CBMM_Memo_108.pdf (1015.14 KB)
CBMM_Memo_108.pdf (1015.14 KB) Hierarchical neural network models that more closely match primary visual cortex tend to better explain higher level visual cortical responses . COSYNE (2020).
Hierarchically Local Tasks and Deep Convolutional Networks. (2020). CBMM_Memo_109.pdf (2.12 MB)
CBMM_Memo_109.pdf (2.12 MB) Infants represent 'like-kin' affiliation . Budapest Conference on Cognitive Development (2020).
The inferior temporal cortex is a potential cortical precursor of orthographic processing in untrained monkeys. Nature Communications 11, (2020). s41467-020-17714-3.pdf (25.01 MB)
s41467-020-17714-3.pdf (25.01 MB) Loss landscape: SGD has a better view. (2020). CBMM-Memo-107.pdf (1.03 MB) Typos and small edits, ver11 (955.08 KB)
CBMM-Memo-107.pdf (1.03 MB) Typos and small edits, ver11 (955.08 KB) Minimal videos: Trade-off between spatial and temporal information in human and machine vision. Cognition (2020). doi:10.1016/j.cognition.2020.104263
The neural mechanisms of face processing: cells, areas, networks, and models. Current Opinion in Neurobiology 60, 184 - 191 (2020).
A neural network trained for prediction mimics diverse features of biological neurons and perception. Nature Machine Intelligence 2, 210 - 219 (2020).
A neural network trained to predict future video frames mimics critical properties of biological neuronal responses and perception. Nature Machine Learning (2020). 1805.10734.pdf (9.59 MB)
1805.10734.pdf (9.59 MB)