label-smoothing

There are 2 repositories under label-smoothing topic.

CoinCheung / pytorch-loss
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
amsoftmax cuda dice-loss ema focal-loss label-smoothing lovasz-softmax mish partial-fc pytorch triplet-loss
Language:Python 2115
lxztju / pytorch_classification
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
pytorch image-classification deployment svm knn cnn label-smoothing densenet resnext resnet flask random-forest knowledge-distillation
Language:Jupyter Notebook 1304
yuanli2333 / Teacher-free-Knowledge-Distillation
Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization
knowledge-distillation label-smoothing paper-implementations pytorch teacher-free
Language:Python 565
Kyubyong / label_smoothing
Corrupted labels and label smoothing
label-smoothing theoretical
Language:Jupyter Notebook 127
UCSC-REAL / negative-label-smoothing
[ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"
label-noise label-smoothing noisy-label-learning noisy-labels robustness trustworthy-machine-learning
Language:Python 100
by-liu / MbLS
Code of our method MbLS (Margin-based Label Smoothing) for network calibration. To Appear at CVPR 2022. Paper : https://arxiv.org/abs/2111.15430
calibration deep-learning label-smoothing pytorch
Language:Python 46
ShowLo / MobileNetV3
An implementation of MobileNetV3 with pyTorch
mobilenetv3 cifar-10 cifar-100 cosinewarm ema mobilenets mobilenet-v3 pytorch cnn classification lightweight-cnn cos-lr-decay warmup no-bias-decay mixup svhn tiny-imagenet label-smoothing zero-gamma pretrained-weights
Language:Python 46
wangleiofficial / label-smoothing-pytorch
label smoothing PyTorch implementation
label-smoothing pytorch-implementation
Language:Python 30
MLS
chenllliang / MLS
Source code of our paper "Focus on the Target’s Vocabulary: Masked Label Smoothing for Machine Translation" @ACL-2022
label-smoothing machine-translation nlp
Language:Python 18
julilien / LabelRelaxation
Supplementary material and code for "From Label Smoothing to Label Relaxation" as published at AAAI 2021.
machine-learning deep-learning label-relaxation label-smoothing calibration regularization aaai aaai2021 weakly-supervised-learning
Language:Python 14
viig99 / LS-ACELoss
Label smoothed Aggregation cross entropy loss for generalisation in sequence to sequence tasks.
aggregation-cross-entropy label-smoothing generalisation pytorch
Language:Python 14
Kageshimasu / focal-loss-with-smoothing
Label Smoothing applied in Focal Loss
focal focalloss pytorch label-smoothing smoothing
Language:Python 12
ChunjingXiao / WiTeacher
Mean Teacher-based Cross-Domain Activity Recognition using WiFi Signals, IoTJ 2023
activity-recognition label-smoothing mean-teacher wifi-csi
Language:Python 11
sutd-visual-computing-group / LS-KD-compatibility
[ICML 2022] This work investigates the compatibility between label smoothing (LS) and knowledge distillation (KD). We suggest to use an LS-trained teacher with a low-temperature transfer to render high performance students.
cub200-2011 imagenet iwslt knowledge-distillation label-smoothing machine-translation pytorch systematic-diffusion
Language:Python 11
cjf8899 / simple_tool_pytorch
:package:Simple Tool Box with Pytorch
mixup autoaugment warmup-cosine-lr label-smoothing random-erasing-augment focal-loss
Language:Python 10
bhulston / Time-Series-Prediction-with-LSTM-and-XGB
Build an algorithm that can predict multiple future states of Limit Order Books using high-frequency, multi-variate, short time-frame data
deep-learning feature-engineering gradient-tree-boosting label-smoothing ltsm-model time-series
Language:Jupyter Notebook 8
Evgeneus / Label-Smoothing-in-Text-Classification
Soft Target and Label Smoothing in Text Classification for Probability Calibration of Output Distributions.
calibration crowd-labels crowd-votes document-management label-distribution label-smoothing machine-learning nlp soft-targets text-classification transformer
Language:Python 8
Tensorflow-MNIST-State-Of-The-Art
kochlisGit / Tensorflow-MNIST-State-Of-The-Art
Building High Performance Convolutional Neural Networks with TensorFlow
deep-learning tensorflow supervised-learning mnist-classification keras lenet umap hdbscan outlier-detection outlier-removal python state-of-the-art tensorflow-tutorials data-visualization dimensionality-reduction convolutional-neural-networks label-smoothing adam-optimizer knn-classification sklearnex
Language:Jupyter Notebook 4
adigasu / GeoLS
Adding Image-context in the Label Smoothing process via Geodesic distance
geodesic geodesic-distances image-intensity image-segmentation label-smoothing medical-image-analysis medical-image-segmentation segmentation
Language:Python 3
manhph2211 / Classification-Template
A simple template for classifying things
comet-ml efficientnet ema label-smoothing template-classifier randaugment random-augmentation image-classification
Language:Python 3
AndreiMoraru123 / Neural-Machine-Translation
Modern Eager TensorFlow implementation of Attention Is All You Need
attention beam-search encoder-decoder keras label-smoothing nlp self-attention tensorflow transformers translation bleu-score byte-pair-encoding deep-learning dot-product-attention einops embedding-projector embeddings language language-model tokenization
Language:Python 2
Shawn-Guo-CN / Multiple-Generation-Based-Knowledge-Distillation
Multiple Generation Based Knowledge Distillation: A Roadmap
knowldge-distillation label-smoothing machine-learning multi-generation natural-language-processing pseudo-label reinfrocement-learning
2
arp95 / adversarial_attacks_neural_networks
Label Smoothing and Adversarial Robustness
adversarial-attacks neural-networks fgsm python pytorch label-smoothing deep-learning
Language:Jupyter Notebook 1
julilien / MemorizationDilation
Code for "Memorization-Dilation: Modeling Neural Collapse under Noise" as published at ICLR 2023.
deep-learning iclr iclr2023 label-smoothing machine-learning neural-collapse
Language:Python 1
Moddy2024 / Anime-Face-Generation
Anime Face Generation using GANS and Label Smoothing.
anime-face-generation anime-faces dcgan dcgan-pytorch discriminator gans generative-adversarial-network generator pytorch label-smoothing
Language:Jupyter Notebook 1
alexmirrington / class-conditional-label-noise
Implementations of different loss-correction techniques to help deep models learn under class-conditional label noise.
cifar cnn fashion-mnist label-noise label-noise-robustness label-smoothing loss-correction mlp noisy-labels
Language:Python 0
lix-byte / Image-classification
deep-learning image classification resnet50
classification deep-learning fine-tuning label-smoothing medical-images prediction pytorch resnet-50 vgg16
Language:Python 0

label-smoothing

CoinCheung / pytorch-loss

lxztju / pytorch_classification

yuanli2333 / Teacher-free-Knowledge-Distillation

Kyubyong / label_smoothing

UCSC-REAL / negative-label-smoothing

by-liu / MbLS

ShowLo / MobileNetV3

wangleiofficial / label-smoothing-pytorch

chenllliang / MLS

julilien / LabelRelaxation

viig99 / LS-ACELoss

Kageshimasu / focal-loss-with-smoothing

ChunjingXiao / WiTeacher

sutd-visual-computing-group / LS-KD-compatibility

cjf8899 / simple_tool_pytorch

bhulston / Time-Series-Prediction-with-LSTM-and-XGB

Evgeneus / Label-Smoothing-in-Text-Classification

kochlisGit / Tensorflow-MNIST-State-Of-The-Art

adigasu / GeoLS

manhph2211 / Classification-Template

AndreiMoraru123 / Neural-Machine-Translation

Shawn-Guo-CN / Multiple-Generation-Based-Knowledge-Distillation

arp95 / adversarial_attacks_neural_networks

julilien / MemorizationDilation

Moddy2024 / Anime-Face-Generation

alexmirrington / class-conditional-label-noise

lix-byte / Image-classification