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06/01/2023
Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior Correction
Since distribution shifts are likely to occur during test-time and can d...
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11/23/2022
Robust Mean Teacher for Continual and Gradual Test-Time Adaptation
Since experiencing domain shifts during test-time is inevitable in pract...
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08/16/2022
Gradual Test-Time Adaptation by Self-Training and Style Transfer
Domain shifts at test-time are inevitable in practice. Test-time adaptat...
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08/12/2022
Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer
In recent years, there has been tremendous progress in the field of sema...
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03/07/2022
An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions
Integrating different representations from complementary sensing modalit...
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05/05/2021
Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation
Deep convolutional neural networks have considerably improved state-of-t...
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03/30/2021