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11/24/2022
On Pitfalls of Measuring Occlusion Robustness through Data Distortion
Over the past years, the crucial role of data has largely been shadowed ...
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02/15/2022
Generalisation and the Risk–Entropy Curve
In this paper we show that the expected generalisation performance of a ...
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11/22/2021
On Data-centric Myths
The community lacks theory-informed guidelines for building good data se...
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10/26/2021
On the Effects of Data Distortion on Model Analysis and Training
Data modification can introduce artificial information. It is often assu...
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02/27/2020
Understanding and Enhancing Mixed Sample Data Augmentation
Mixed Sample Data Augmentation (MSDA) has received increasing attention ...
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11/11/2019