Search Results for author: Weiping Yu

Found 4 papers, 2 papers with code

CAMAL: Optimizing LSM-trees via Active Learning

no code implementations23 Sep 2024 Weiping Yu, Siqiang Luo, Zihao Yu, Gao Cong

We use machine learning to optimize LSM-tree structure, aiming to reduce the cost of processing various read/write operations.

Active Learning

Consistency-based Active Learning for Object Detection

1 code implementation18 Mar 2021 Weiping Yu, Sijie Zhu, Taojiannan Yang, Chen Chen

Unlike most recent works that focused on applying active learning for image classification, we propose an effective Consistency-based Active Learning method for object Detection (CALD), which fully explores the consistency between original and augmented data.

Active Learning Classification +5

Towards Resolving the Challenge of Long-tail Distribution in UAV Images for Object Detection

1 code implementation7 Nov 2020 Weiping Yu, Taojiannan Yang, Chen Chen

To this end, we rethink long-tailed object detection in UAV images and propose the Dual Sampler and Head detection Network (DSHNet), which is the first work that aims to resolve long-tail distribution in UAV images.

Head Detection Image Cropping +2

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