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03/08/2022
Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V4
Modern high-scoring models of vision in the brain score competition do n...
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02/02/2022
Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks
Recent work suggests that representations learned by adversarially robus...
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12/14/2021
On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation
Self-supervised learning is a powerful way to learn useful representatio...
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06/14/2020
Emergent Properties of Foveated Perceptual Systems
We introduce foveated perceptual systems, inspired by human biological s...
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04/04/2019
Assessment of Faster R-CNN in Man-Machine collaborative search
With the advent of modern expert systems driven by deep learning that su...
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05/29/2017
Towards Metamerism via Foveated Style Transfer
Given the recent successes of deep learning applied to style transfer an...
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08/14/2016
Can Peripheral Representations Improve Clutter Metrics on Complex Scenes?
Previous studies have proposed image-based clutter measures that correla...
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03/08/2015