When data augmentation is applied on an input image, a model is forced to learn invariant features to improve model generalization (Figure 1). Since data augmentation incurs little overhead, why not ...
Abstract: I welcome you to the fourth issue of the IEEE Communications Surveys and Tutorials in 2021. This issue includes 23 papers covering different aspects of communication networks. In particular, ...
Abstract: In practical industrial inspection scenarios, the challenges of limited samples and severe domain shift render achieving reliable few-shot image classification a pressing challenge. In ...
https://huggingface.co/timm/csatv2_21m.sw_r640_in1k (83.13% top-1) https://huggingface.co/timm/csatv2_21m.sw_r512_in1k (82.58% top-1) Factor non-persistent param init ...
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