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102

793

other

19

Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)

shape texture features human-vision deep-learning psychophysics object-recognition

Created 2018-11-28

42 commits to master branch, last one about a year ago

Stylized-ImageNet rgeirhos

64

508

mit

13

Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)

shape-bias human-vision texture-bias deep-learning style-transfer computer-vision

Created 2018-11-05

54 commits to master branch, last one 4 months ago

generalisation-humans-DNNs rgeirhos

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95

other

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Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)

human-vision deep-learning psychophysics generalisation object-recognition

Created 2018-05-23

20 commits to master branch, last one about a year ago

eeg_encoding gifale95

11

73

mit

1

Use DNNs to build encoding models of EEG visual responses.

eeg human-vision open-dataset neural-encoding things-database deep-neural-networks visual-object-recognition computational-neuroscience

Created 2021-06-29

303 commits to main branch, last one 3 months ago