The training and validation scripts are based on timm's repository and have been adapted to work with our DiDiCM approach. The DiDiRN architecture is built upon the ResNet design for a fair comparison ...
Abstract: The explosion of image data on the Internet has the potential to foster more sophisticated and robust models and algorithms to index, retrieve, organize and interact with images and ...
This is the Pytorch code for our paper Beyond ImageNet Attack: Towards Crafting Adversarial Examples for Black-box Domains). In this paper, with only the knowledge of the ImageNet domain, we propose a ...
The Met Office has warned that UK waters are experiencing a long-lasting marine heatwave with risk of hitting rare 'extreme' ...
The Met Office has issued a new 'extreme' heatwave warning as UK marine heatwave conditions could reach 'severe' levels next ...
Another important challenge concerns transfer learning and domain adaptation. Most retinal image classification studies initialize models using ImageNet-1K pretrained weights, even though natural ...
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