Search Results for author: Erik Isai Valle Salgado

Found 2 papers, 2 papers with code

Consensus Focus for Object Detection and minority classes

1 code implementation10 Jan 2024 Erik Isai Valle Salgado, Chen Li, Yaqi Han, Linchao Shi, Xinghui Li

Ensemble methods exploit the availability of a given number of classifiers or detectors trained in single or multiple source domains and tasks to address machine learning problems such as domain adaptation or multi-source transfer learning.

Domain Adaptation Long-tailed Object Detection +4

Model-based Transfer Learning for Automatic Optical Inspection based on domain discrepancy

1 code implementation14 Jan 2023 Erik Isai Valle Salgado, Haoxin Yan, Yue Hong, Peiyuan Zhu, Shidong Zhu, Chengwei Liao, Yanxiang Wen, Xiu Li, Xiang Qian, Xiaohao Wang, Xinghui Li

However, related research enhanced the network models by applying TL without considering the domain similarity among datasets, the data long-tailedness of a source dataset, and mainly used linear transformations to mitigate the lack of samples.

Data Augmentation Transfer Learning

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