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263 public repositories
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It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
Code for the Lovász-Softmax loss (CVPR 2018)
Updated
Apr 12, 2024
Jupyter Notebook
Pytorch implementation of Center Loss
Updated
Feb 19, 2023
Python
StyleGAN Encoder - converts real images to latent space
Updated
Dec 1, 2022
Jupyter Notebook
A LSTM model using Risk Estimation loss function for stock trades in market
Updated
Aug 4, 2020
Python
A simple yet effective loss function for face verification.
Updated
Aug 3, 2018
MATLAB
Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"
Updated
Feb 18, 2024
Python
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
Updated
Dec 13, 2023
Python
deeplearning.ai Tensorflow advance techniques specialization
Updated
Jan 16, 2021
Jupyter Notebook
Binary and Categorical Focal loss implementation in Keras.
Updated
Nov 21, 2022
Python
Collection of audio-focused loss functions in PyTorch
Updated
May 22, 2024
Python
Updated
Apr 14, 2020
Python
Learning to Cluster. A deep clustering strategy.
Updated
Jan 8, 2020
Python
Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]
Updated
Aug 4, 2020
Python
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。
Updated
Feb 2, 2024
Python
TensorFlow implementation of focal loss
Updated
May 28, 2021
Python
IQA: Deep Image Structure and Texture Similarity Metric
Updated
May 22, 2020
Python
Comparison of IQA models in Perceptual Optimization
Updated
Aug 18, 2023
Python
Julia package of loss functions for machine learning.
Updated
Apr 8, 2024
Julia
Implementation of active contour loss function
Updated
Jun 9, 2020
Python
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