label-smoothing 28 pytorch 11 deep-learning 8 machine-learning 4 calibration 3 nlp 3 knowledge-distillation 3 machine-translation 2 noisy-labels 2 robustness 2 label-noise 2 regularization 2 focal-loss 2 ema 2 tensorflow 2 python 2 keras 2 cnn 2 dimensionality-reduction 1 data-visualization 1 hdbscan 1 convolutional-neural-networks 1 knn-classification 1 adam-optimizer 1 lenet 1 smoothing 1 mnist-classification 1 focalloss 1 gradient-tree-boosting 1 ltsm-model 1 time-series 1 crowd-labels 1 crowd-votes 1 document-management 1 label-distribution 1 soft-targets 1 text-classification 1 transformer 1 cub200-2011 1 imagenet 1 iwslt 1 systematic-diffusion 1 noisy-label-learning 1 trustworthy-machine-learning 1 focal 1 mixup 1 random-erasing-augment 1 warmup-cosine-lr 1 adversarial-attacks 1 fgsm 1 neural-networks 1 cifar 1 fashion-mnist 1 label-noise-robustness 1 loss-correction 1 mlp 1 classification 1 fine-tuning 1 medical-images 1 prediction 1 resnet-50 1 vgg16 1 outlier-detection 1 outlier-removal 1 sklearnex 1 state-of-the-art 1 supervised-learning 1 tensorflow-tutorials 1 umap 1 aggregation-cross-entropy 1 generalisation 1 pytorch-implementation 1 label-relaxation 1 comet-ml 1 efficientnet 1 randaugment 1 random-augmentation 1 template-classifier 1 autoaugment 1 densenet 1 geodesic-distances 1 image-intensity 1 image-segmentation 1 medical-image-analysis 1 medical-image-segmentation 1 segmentation 1 iclr2025 1 selective-classification 1 uncertainty-quantification 1 attention 1 beam-search 1 bleu-score 1 byte-pair-encoding 1 dot-product-attention 1 einops 1 embedding-projector 1 deployment 1 flask 1 image-classification 1 knn 1