Search Results for author: Yinchao Ma

Found 3 papers, 1 papers with code

A Keypoint-based Global Association Network for Lane Detection

1 code implementation CVPR 2022 Jinsheng Wang, Yinchao Ma, Shaofei Huang, Tianrui Hui, Fei Wang, Chen Qian, Tianzhu Zhang

Earlier works follow a top-down roadmap to regress predefined anchors into various shapes of lane lines, which lacks enough flexibility to fit complex shapes of lanes due to the fixed anchor shapes.

Ranked #4 on Lane Detection on TuSimple (F1 score metric)

Keypoint Estimation Lane Detection

Towards Understanding and Improving Dropout in Game Theory

no code implementations ICLR 2021 Hao Zhang, Sen Li, Yinchao Ma, Mingjie Li, Yichen Xie, Quanshi Zhang

Experimental results on various DNNs and datasets have shown that the interaction loss can effectively improve the utility of dropout and boost the performance of DNNs.

Interpreting and Boosting Dropout from a Game-Theoretic View

no code implementations24 Sep 2020 Hao Zhang, Sen Li, Yinchao Ma, Mingjie Li, Yichen Xie, Quanshi Zhang

This paper aims to understand and improve the utility of the dropout operation from the perspective of game-theoretic interactions.

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