PyTorch implementation of CNNs for CIFAR benchmark
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Feb 20, 2021 - Python
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mixup
Here are 95 public repositories matching this topic...
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
benchmark machine-learning deep-learning pytorch data-generation semi-supervised-learning imagenet awesome-list data-augmentation mixup self-supervised-learning image-classifcation automix contrastive-learning vision-transformer masked-image-modeling awesome-mixup awesome-mim
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Oct 27, 2024 - Python
Implementation of the mixup training method
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Jun 12, 2018 - Python
face recognition training project(pytorch)
network pytorch apex face-recognition loss mixup arcface amsoftmax cosface dataparallel efficientnet randaugment ghostnet resnest model-parallel circleloss arcnegface attention-irse resnet-irse curricularface
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Nov 12, 2021 - Python
🛠 Toolbox to extend PyTorch functionalities
metrics lmdb initializers pytorch toolbox swish cutout cv2 lookahead mixup flops autoaugment labelsmoothing cosinewarmuplr switchnorm arcloss cosloss l2softmax teansform lmdb-dataset
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May 13, 2024 - Python
TextAugment: Text Augmentation Library
nlp natural-language-processing word2vec wordnet hacktoberfest synonym augmentation mixup augmentation-methods low-resouce-language nlp-augmentation
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Feb 20, 2024 - Python
Open-source framework for uncertainty and deep learning models in PyTorch 🌱
computer-vision pytorch bayesian-network uncertainty neural-networks ensembles uncertainty-quantification mixup predictive-uncertainty trustworthy-machine-learning reliable-ai
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Dec 26, 2024 - Python
An implementation of "mixup: Beyond Empirical Risk Minimization"
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Nov 5, 2017 - Jupyter Notebook
Official PyTorch implementation of "Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup" (ICML'20)
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Nov 25, 2021 - Jupyter Notebook
[Survey] Awesome List of Mixup Augmentation and Beyond (https://arxiv.org/abs/2409.05202)
natural-language-processing computer-vision deep-learning graph image-classification awesome-list data-augmentation mixup self-supervised-learning awesome-mixup
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Oct 14, 2024
Oriented Object Detection: Oriented RepPoints + Swin Transformer/ReResNet
mosaic mixup oriented-object-detection mmdetection rotation-equivariance rotated-object swin-transformer
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Dec 25, 2021 - Python
SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)
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Dec 26, 2020 - Python
Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)
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Dec 2, 2021 - Jupyter Notebook
mixup: Beyond Empirical Risk Minimization
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Jan 2, 2018 - Python
Official PyTorch implementation of DiffuseMix : Label-Preserving Data Augmentation with Diffusion Models (CVPR'2024)
image-classification transfer-learning data-augmentation synthetic-data mixup diffusion-models cutmix generative-data-augmentation
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Jul 8, 2024 - Python
[CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision
segmentation scribble mixup medical-image-segmentation weakly-supervised-segmentation scribble-supervision scribble-segmentation
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Jun 5, 2022 - Python
Data Augmentation For Object Detection using Pytorch and PIL
deep-learning detection pil pytorch object-detection cutout data-augmentation-strategies data-augmentation mixup
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Apr 13, 2023 - Jupyter Notebook
Official Implementation of AlignMixup - CVPR 2022
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Apr 4, 2022 - Python
[IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
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Sep 8, 2024 - 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
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