Learning a Target-Dependent Classifier for Cross-domain Semantic Segmentation: Fine-tuning versus Meta-learning

Shape robustness in style enhanced cross domain semantic segmentation

(2022) Siyu Zhu et al.   PATTERN RECOGNITION

Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation

(2021) Zhedong Zheng et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A Prototypical Knowledge Oriented Adaptation Framework for Semantic Segmentation

(2021) Haitao Tian et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Simplified unsupervised image translation for semantic segmentation adaptation

(2020) Rui Li et al.   PATTERN RECOGNITION

Scale variance minimization for unsupervised domain adaptation in image segmentation

(2020) Dayan Guan et al.   PATTERN RECOGNITION

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning

(2018) Takeru Miyato et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Vision meets robotics: The KITTI dataset

(2013) A Geiger et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

A theory of learning from different domains

(2009) Shai Ben-David et al.   MACHINE LEARNING