loss-functions topic

List loss-functions repositories

This repository contains the implementation of paper Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting with different loss functions in Tensorflow. We have compare...

This repository compares the performance of 8 different regression loss functions used in Time Series Forecasting using Temporal Fusion Transformers.

IOU as loss for object detection tasks and IOU as metric for object detection tasks

DFNet

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Keras implementation of "DFNet: Discriminative feature extraction and integration network for salient object detection"

Triplet-Loss

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Use Triplet Loss to finetune and train a CNN pre-trained on the Imagenet dataset

dl_note

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深度学习系统笔记,包含深度学习数学基础知识、神经网络基础部件详解、深度学习炼丹策略、模型压缩算法详解,以及如何实现深度学习推理框架实战。

structured_tuning_srl

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Implementation of our ACL 2020 paper: Structured Tuning for Semantic Role Labeling

Supervised and unsupervised loss functions for image segmentation based on the classical FCM objective function. (TensorFlow and PyTorch)

semantic-lossfunc

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Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction