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04/25/2022
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation
Unsupervised Domain Adaptation (UDA) is a transfer learning task which a...
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08/16/2021
Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation
In this work, we address the task of unsupervised domain adaptation (UDA...
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12/11/2020
Confidence Estimation via Auxiliary Models
Reliably quantifying the confidence of deep neural classifiers is a chal...
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06/15/2020
ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation
While fully-supervised deep learning yields good models for urban scene ...
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10/15/2019