loss-functions topic

List loss-functions repositories

Addressing-Class-Imbalance-FL

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This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).

ACELoss

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Implementations of "Learning Euler's Elastica Model for Medical Image Segmentation"

GAN

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We aim to generate realistic images from text descriptions using GAN architecture. The network that we have designed is used for image generation for two datasets: MSCOCO and CUBS.

balanced-loss

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Easy to use class balanced cross entropy and focal loss implementation for Pytorch

stylegan-encoder

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StyleGAN Encoder - converts real images to latent space

bokbokbok

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Custom Loss Functions and Evaluation Metrics for XGBoost and LightGBM

Fastai

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I will implement Fastai in each projects present in this repository.

bias-loss-skipblocknet

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[ICCV 2021]Code for the the bias loss and evaluation of SkipblockNet model on ImageNet validation set

FocalLoss

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Weighted Focal Loss for multilabel classification