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Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation

AST transforms Fourier amplitude spectra of CNN features to disentangle domain and task factors, achieving state-of-the-art open compound domain adaptive semantic segmentation without adversarial training or clustering.

Jogendra Nath Kundu, Akshay R Kulkarni, Suvaansh Bhambri, Varun Jampani and 1 more

Published Jun 28, 2022 · 2 citations

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AI panel: 8 of 20 reviewers recommend it
lenient 2/5
medium 6/10
strict 0/5