label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
cuda pytorch ema triplet-loss label-smoothing focal-loss amsoftmax dice-loss mish lovasz-softmax partial-fc
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Oct 17, 2024 - Python
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label-smoothing
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Li Yong pytorchShi Xian Tu Xiang Fen Lei De Yi Ge Wan Zheng De Dai Ma ,Xun Lian ,Yu Ce ,TTA,Mo Xing Rong He ,Mo Xing Bu Shu ,cnnTi Qu Te Zheng ,svmHuo Zhe Sui Ji Sen Lin Deng Jin Xing Fen Lei ,Mo Xing Zheng Liu ,Yi Ge Wan Zheng De Dai Ma
flask deployment random-forest svm cnn pytorch image-classification densenet resnet knn knowledge-distillation resnext label-smoothing
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Feb 6, 2023 - Jupyter Notebook
Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization
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Feb 15, 2023 - Python
Corrupted labels and label smoothing
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Sep 30, 2017 - Jupyter Notebook
[ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"
robustness label-smoothing label-noise noisy-labels noisy-label-learning trustworthy-machine-learning
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Sep 12, 2022 - Python
An implementation of MobileNetV3 with pyTorch
cnn pytorch classification svhn warmup ema pretrained-weights mobilenets cifar-10 label-smoothing mixup cifar-100 tiny-imagenet mobilenetv3 mobilenet-v3 cosinewarm lightweight-cnn cos-lr-decay no-bias-decay zero-gamma
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Jul 24, 2020 - Python
Code of our method MbLS (Margin-based Label Smoothing) for network calibration. To Appear at CVPR 2022. Paper : https://arxiv.org/abs/2111.15430
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Nov 12, 2022 - Python
label smoothing PyTorch implementation
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Nov 2, 2020 - Python
Noise Injection Techniques provides a comprehensive exploration of methods to make machine learning models more robust to real-world bad data. This repository explains and demonstrates Gaussian noise, dropout, mixup, masking, adversarial noise, and label smoothing, with intuitive explanations, theory, and practical code examples.
data-science machine-learning deep-learning tabular-data pytorch dropout neural-networks regularization data-augmentation data-quality noise-injection label-smoothing mixup ai-research gaussian-noise ml-engineering model-robustness adversarial-ml ml-theory ml-robustness
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Nov 15, 2025
Mean Teacher-based Cross-Domain Activity Recognition using WiFi Signals, IoTJ 2023
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Aug 8, 2023 - Python
Source code of our paper "Focus on the Target's Vocabulary: Masked Label Smoothing for Machine Translation" @acl-2022
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May 19, 2022 - Python
Build an algorithm that can predict multiple future states of Limit Order Books using high-frequency, multi-variate, short time-frame data
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Aug 31, 2023 - Jupyter Notebook
Supplementary material and code for "From Label Smoothing to Label Relaxation" as published at AAAI 2021.
machine-learning deep-learning calibration regularization aaai weakly-supervised-learning label-smoothing aaai2021 label-relaxation
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May 10, 2023 - Python
Label smoothed Aggregation cross entropy loss for generalisation in sequence to sequence tasks.
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Dec 17, 2019 - Python
Label Smoothing applied in Focal Loss
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Oct 26, 2020 - Python
[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.
machine-translation pytorch imagenet knowledge-distillation label-smoothing iwslt cub200-2011 systematic-diffusion
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Dec 8, 2022 - Python
Simple Tool Box with Pytorch
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Jan 27, 2021 - Python
Soft Target and Label Smoothing in Text Classification for Probability Calibration of Output Distributions.
nlp machine-learning text-classification transformer calibration document-management label-smoothing soft-targets crowd-votes label-distribution crowd-labels
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Sep 9, 2020 - Python
Adding Image-context in the Label Smoothing process via Geodesic distance
segmentation image-segmentation geodesic medical-image-analysis label-smoothing medical-image-segmentation geodesic-distances image-intensity
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Apr 23, 2025 - Python
Building High Performance Convolutional Neural Networks with TensorFlow
python deep-learning tensorflow keras data-visualization supervised-learning mnist-classification lenet dimensionality-reduction tensorflow-tutorials outlier-detection convolutional-neural-networks umap outlier-removal hdbscan adam-optimizer knn-classification state-of-the-art label-smoothing sklearnex
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Feb 7, 2023 - Jupyter Notebook
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