Category-Level Adversaries for Semantic Domain Adaptation

Recent advances in deep learning, especially deep convolutional neural networks, have led to great performance improvement over semantic segmentation systems. Unfortunately, training deep neural networks (DNNs) requires a humongous amount of labeled data, which is laborious and costly to collect and...

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Bibliographic Details
Main Authors: Congcong Ruan, Wei Wang, Haifeng Hu, Dihu Chen
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8731847/