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08/10/2022
Semantic Self-adaptation: Enhancing Generalization with a Single Sample
Despite years of research, out-of-domain generalization remains a critic...
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11/11/2021
Dense Unsupervised Learning for Video Segmentation
We present a novel approach to unsupervised learning for video object se...
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04/30/2021
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation
We propose an approach to domain adaptation for semantic segmentation th...
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05/16/2020
Single-Stage Semantic Segmentation from Image Labels
Recent years have seen a rapid growth in new approaches improving the ac...
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09/26/2019
Markov Decision Process for Video Generation
We identify two pathological cases of temporal inconsistencies in video ...
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04/10/2019
Actor-Critic Instance Segmentation
Most approaches to visual scene analysis have emphasised parallel proces...
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10/02/2018
