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01/05/2023
Skip-Attention: Improving Vision Transformers by Paying Less Attention
This work aims to improve the efficiency of vision transformers (ViT). W...
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06/29/2022
Teach me how to Interpolate a Myriad of Embeddings
Mixup refers to interpolation-based data augmentation, originally motiva...
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06/09/2021
It Takes Two to Tango: Mixup for Deep Metric Learning
Metric learning involves learning a discriminative representation such t...
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03/29/2021
AlignMix: Improving representation by interpolating aligned features
Mixup is a powerful data augmentation method that interpolates between t...
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07/13/2020
Attention Guided Anomaly Localization in Images
Anomaly localization is an important problem in computer vision which in...
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11/19/2019