A research paper has attempted to modify curriculum learning, one of the methodologies in machine learning. Curriculum learning refers to a training method where the model learns sequentially, starting from easy samples and progressing to more difficult ones, similar to the way humans learn.
- Ubuntu 20.04
- Nvidia 3090
- python 3.9
- pandas
- matplotlib
- numpy
- CIFAR10 : https://paperswithcode.com/dataset/cifar-10
- CIFAR100 : https://paperswithcode.com/dataset/cifar-100
- TinyImageNet : https://paperswithcode.com/dataset/tiny-imagenet
- https://proceedings.neurips.cc/paper/2020/hash/2cfa8f9e50e0f510ede9d12338a5f564-Abstract.html
- https://proceedings.neurips.cc/paper_files/paper/2020/file/2cfa8f9e50e0f510ede9d12338a5f564-Paper.pdf
- https://proceedings.neurips.cc/paper_files/paper/2020/file/2cfa8f9e50e0f510ede9d12338a5f564-Supplemental.pdf