Mikoto10032 / AutomaticWeightedLossLinks
Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning
☆624Updated 5 years ago
Alternatives and similar repositories for AutomaticWeightedLoss
Users that are interested in AutomaticWeightedLoss are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning a…☆269Updated 2 years ago
- Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics☆555Updated 3 years ago
- PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).☆817Updated 3 years ago
- The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].☆706Updated 3 years ago
- Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"☆1,036Updated 9 months ago
- 全中文注释.(The loss function of retinanet based on pytorch).(You can use it on one-stage detection task or classifical task, to solve data …☆480Updated 11 months ago
- A multi-task learning example for the paper https://arxiv.org/abs/1705.07115☆860Updated 4 years ago
- [CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427☆390Updated 2 years ago
- A list of multi-task learning papers and projects.☆374Updated 3 years ago
- A PyTorch Library for Multi-Task Learning☆2,340Updated last month
- ☆146Updated 3 years ago
- 2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.☆761Updated 3 weeks ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,196Updated 2 years ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,243Updated 8 months ago
- assistant tools for attention visualization in deep learning☆1,176Updated 3 years ago
- code and trained models for "Attentional Feature Fusion"☆785Updated 3 years ago
- PyTorch implementation of the InfoNCE loss for self-supervised learning.☆558Updated last year
- PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch☆451Updated 2 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆830Updated 2 years ago
- Pytorch!!!Pytorch!!!Pytorch!!! Dynamic Convolution: Attention over Convolution Kernels (CVPR-2020)☆581Updated 3 years ago
- A PyTorch Implementation of Focal Loss.☆983Updated 5 years ago
- An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much…☆1,475Updated last year
- Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"☆348Updated 4 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆972Updated 3 years ago
- An up-to-date list of works on Multi-Task Learning☆348Updated last week
- PyTorch implementation of the GradNorm☆96Updated 9 months ago
- Pytorch implementation for t-SNE with cuda to accelerate☆335Updated 2 years ago
- About Code release for "Flowformer: Linearizing Transformers with Conservation Flows" (ICML 2022), https://arxiv.org/pdf/2202.06258.pdf☆324Updated 11 months ago
- FcaNet: Frequency Channel Attention Networks☆553Updated 4 years ago
- 整理 pytorch 单机多 GPU 训练方法与原理☆837Updated 3 years ago