Search Results for author: Wen-Yen Chang

Found 3 papers, 0 papers with code

Bias-Aware Heapified Policy for Active Learning

no code implementations18 Nov 2019 Wen-Yen Chang, Wen-Huan Chiang, Shao-Hao Lu, Tingfan Wu, Min Sun

Last but not least, we investigate the generalization of the HAL policy learned on MNIST dataset by directly applying it on MNIST-M. We show that the agent can generalize and outperform directly-learned policy under constrained labeled sets.

Active Learning

360-Indoor: Towards Learning Real-World Objects in 360° Indoor Equirectangular Images

no code implementations3 Oct 2019 Shih-Han Chou, Cheng Sun, Wen-Yen Chang, Wan-Ting Hsu, Min Sun, Jianlong Fu

In this paper, our goal is to provide a standard dataset to facilitate the vision and machine learning communities in 360{\deg} domain.

Object Detection

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