Search Results for author: Dongli Xu

Found 2 papers, 1 papers with code

Revisiting AP Loss for Dense Object Detection: Adaptive Ranking Pair Selection

1 code implementation CVPR 2022 Dongli Xu, Jinhong Deng, Wen Li

However, a deep understanding of how AP loss affects the detector from a pairwise ranking perspective has not yet been developed. In this work, we revisit the average precision (AP)loss and reveal that the crucial element is that of selecting the ranking pairs between positive and negative samples. Based on this observation, we propose two strategies to improve the AP loss.

Dense Object Detection object-detection

Adaptive Transfer Learning of Multi-View Time Series Classification

no code implementations14 Oct 2019 Donglin Zhan, Shiyu Yi, Dongli Xu, Xiao Yu, Denglin Jiang, Siqi Yu, Haoting Zhang, Wenfang Shangguan, Weihua Zhang

In this paper, we first proposed a general adaptive transfer learning framework for multi-view time series data, which shows strong ability in storing inter-view importance value in the process of knowledge transfer.

Classification Density Estimation +3

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