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Tianjiao Liu

2 accepted papers

2023

EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones

ICCV 2023poster

The superior performance of modern deep networks usually comes with a costly training procedure. This paper presents a new curriculum learning approach for the efficient training of visual backbones (e.g., vision Transformers). Our work is inspired by the inherent learning dynamics of deep networks:…

Cited by 39PDFcodeScholar
2017

Classification of thyroid nodules in ultrasound images using deep model based transfer learning and hybrid features

ICASSP 2017accepted

Ultrasonography is a valuable diagnosis method for thyroid nodules. Automatically discriminating benign and malignant nodules in the ultrasound images can provide aided diagnosis suggestions, or increase the diagnosis accuracy when lack of experts. The core problem in this issue is how to capture ap…

Cited by 0SourceScholar