Feb 2, 2023 · We propose a new automated curriculum learning technique using the variance of gradients (VoG) to compute an objective difficulty measure of samples.

In this work, we proposed the VoG-based method to automatically measure sample difficulty for curriculum learning. In the elbow fracture subtype classification ...

Oct 22, 2024 · Human Not in the Loop: Objective Sample Difficulty Measures for Curriculum Learning · April 2023 · Proceedings / IEEE International Symposium on ...

Curriculum learning is a training methodology in machine learning that aims to improve the learning process by presenting data in a curated order.

Feb 25, 2023 · In this work, we propose a new automated curriculum learning technique using the variance of gradients (VoG) to compute an objective difficulty ...

Human not in the loop: objective sample difficulty measures for Curriculum Learning. Z Zhou, J Luo, D Arefan, G Kitamura, S Wu. 2023 IEEE 20th International ...

Human not in the loop: objective sample difficulty measures for Curriculum Learning ... Curriculum learning is a learning method that trains models in a ...

Sep 9, 2024 · Human Not in the Loop: Objective Sample Difficulty Measures for Curriculum Learning. ISBI 2023: 1-5. [i1]. view. electronic edition via DOI ...

from publication: Human not in the loop: objective sample difficulty measures for Curriculum Learning | Curriculum learning is a learning method that trains ...

Human not in the loop: objective sample difficulty measures for Curriculum Learning · no code implementations • 2 Feb 2023 • Zhengbo Zhou, Jun Luo, Dooman ...