Search Results for author: Shikun Chen

Found 3 papers, 1 papers with code

Attributes Grouping and Mining Hashing for Fine-Grained Image Retrieval

no code implementations10 Nov 2023 Xin Lu, Shikun Chen, Yichao Cao, Xin Zhou, Xiaobo Lu

To handle this limitation, we substitute convolutional descriptors for attention-guided features and propose an Attributes Grouping and Mining Hashing (AGMH), which groups and embeds the category-specific visual attributes in multiple descriptors to generate a comprehensive feature representation for efficient fine-grained image retrieval.

Image Retrieval Retrieval

RRMSE Voting Regressor: A weighting function based improvement to ensemble regression

no code implementations11 Jul 2022 Shikun Chen, Nguyen Manh Luc

This paper describes the RRMSE (Relative Root Mean Square Error) based weights to weight the occurrences of predictive values before averaging for the ensemble voting regression.

regression

Interpretation of multi-label classification models using shapley values

1 code implementation21 Apr 2021 Shikun Chen

Multi-label classification is a type of classification task, it is used when there are two or more classes, and the data point we want to predict may belong to none of the classes or all of them at the same time.

Classification General Classification +3

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