Enhancing Discriminative Ability among Similar Classes with Guidance of Text-Image Correlation for Unsupervised Domain Adaptation

Author:

Lee Yu–Won1,Oh Myeong–Seok2,Kim Ho–Joong1,Lee Seong–Whan1

Affiliation:

1. Korea University,Dept. of Artificial Intelligence,Seoul,Korea

2. Korea University,Dept. of Computer and Radio Communications Engineering,Seoul,Korea

Funder

Institute of Information & communications Technology Planning & Evaluation (IITP)

Publisher

IEEE

Reference41 articles.

1. Unsupervised Domain Adaptation with Implicit Pseudo Supervision for Semantic Segmentation

2. DeepLab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected CRFs;chieh;IEEE Trans Pattern Analysis and Machine Intelligence (TPAMI),2017

3. DACS: Domain Adaptation via Cross-domain Mixed Sampling

4. Deep Residual Learning for Image Recognition

5. Distributed representations of words and phrases and their compositionality;mikolov;Advances in Neural IInformation Processing Systems,2013

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