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Charles Y Zheng

2 accepted papers

2019

Revealing interpretable object representations from human behavior

ICLR 2019poster

To study how mental object representations are related to behavior, we estimated sparse, non-negative representations of objects using human behavioral judgments on images representative of 1,854 object categories. These representations predicted a latent similarity structure between objects, which…

Cited by 42SourcePDFScholar
2018

Distributed Weight Consolidation: A Brain Segmentation Case Study

NeurIPS 2018poster

Collecting the large datasets needed to train deep neural networks can be very difficult, particularly for the many applications for which sharing and pooling data is complicated by practical, ethical, or legal concerns. However, it may be the case that derivative datasets or predictive models devel…

Cited by 31SourcePDFScholar