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ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation

ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation

Semantic segmentation is a key problem for many computer vision tasks. While approaches based on convolutional neural networks constantly break new records on different benchmarks, generalizing well to diverse testing environments remains a major challenge. In numerous real-world applications, there is indeed a large gap between data distributions in train …