← Search

Wan-Ting Hsu

2 accepted papers

2018

Efficient Uncertainty Estimation for Semantic Segmentation in Videos

ECCV 2018poster

Uncertainty estimation in deep learning becomes more important recently. A deep learning model can't be applied in real applications if we don't know whether the model is certain about the decision or not. Some literature proposes the Bayesian neural network which can estimate the uncertainty by Mon…

Cited by 134SourcePDFScholar
2017

Show, Adapt and Tell: Adversarial Training of Cross-Domain Image Captioner

ICCV 2017poster

Impressive image captioning results are achieved in domains with plenty of training image and sentence pairs (e.g., MSCOCO). However, transferring to a target domain with significant domain shifts but no paired training data (referred to as cross-domain image captioning) remains largely unexplored.…

Cited by 183PDFcodeScholar