Unsupervised Domain Adaptation With Hierarchical Gradient Synchronization

no code implementations • CVPR 2020 • Lanqing Hu, Meina Kan, Shiguang Shan, Xilin Chen

Domain adaptation attempts to boost the performance on a target domain by borrowing knowledge from a well established source domain.

Partial Domain Adaptation Unsupervised Domain Adaptation

Duplex Generative Adversarial Network for Unsupervised Domain Adaptation

no code implementations • CVPR 2018 • Lanqing Hu, Meina Kan, Shiguang Shan, Xilin Chen

Following the similar idea of GAN, this work proposes a novel GAN architecture with duplex adversarial discriminators (referred to as DupGAN), which can achieve domain-invariant representation and domain transformation.

Object Recognition Unsupervised Domain Adaptation