Implicit domain adaptation with conditional generative adversarial networks for depth prediction in endoscopy
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Computer Assisted Radiology and Surgery"
DOI: 10.1007/s11548-019-01962-w
Abstract: PurposeColorectal cancer is the third most common cancer worldwide, and early therapeutic treatment of precancerous tissue during colonoscopy is crucial for better prognosis and can be curative. Navigation within the colon and comprehensive inspection of… read more here.
Keywords: generative adversarial; conditional generative; implicit domain; model ... See more keywords
Exploring Implicit Domain-Invariant Features for Domain Adaptive Object Detection
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DOI: 10.1109/tcsvt.2022.3216611
Abstract: Recent researches have made a great progress in domain adaptive object detectors. These detectors aim to learn explicit domain-invariant features by adversarially mitigating domain divergence and simultaneously optimizing source risks. However, an inherent problem is… read more here.
Keywords: domain adaptive; domain; implicit domain; domain invariant ... See more keywords