Search Results - RepositoryStats

374

2.2k

mit

23

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

ema cuda mish pytorch amsoftmax dice-loss focal-loss partial-fc triplet-loss lovasz-softmax label-smoothing

Created 2019-04-10

115 commits to master branch, last one 2 months ago

339

1.4k

mit

14

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

cnn knn svm flask resnet pytorch resnext densenet deployment random-forest label-smoothing image-classification knowledge-distillation

Created 2020-04-19

31 commits to master branch, last one about a year ago

67

583

mit

11

Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization

pytorch teacher-free label-smoothing paper-implementations knowledge-distillation

Created 2019-09-25

28 commits to master branch, last one 2 years ago

10

117

unknown

10

[ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"

robustness label-noise noisy-labels label-smoothing noisy-label-learning trustworthy-machine-learning

Created 2022-06-06

5 commits to master branch, last one 2 years ago

6

48

mit

1

Code of our method MbLS (Margin-based Label Smoothing) for network calibration. To Appear at CVPR 2022. Paper : https://arxiv.org/abs/2111.15430

pytorch calibration deep-learning label-smoothing

Created 2021-11-25

19 commits to main branch, last one 2 years ago