A lightweight module for Multi-Task Learning in pytorch.
☆168Aug 7, 2023Updated 2 years ago
Alternatives and similar repositories for torchMTL
Users that are interested in torchMTL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).☆842Jan 13, 2022Updated 4 years ago
- A PyTorch Library for Multi-Task Learning☆2,574May 14, 2025Updated last year
- This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow☆137Sep 23, 2018Updated 7 years ago
- The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].☆140Feb 5, 2023Updated 3 years ago
- Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning a…☆272Aug 9, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning☆649Jun 20, 2020Updated 6 years ago
- ☆148Dec 13, 2021Updated 4 years ago
- 学习并复现经典的推荐系统多目标任务,如:SharedBottom、ESMM、MMoE、PLE☆42Jul 30, 2022Updated 3 years ago
- A deep learning framework for building multimodal multi-task learning systems.☆113Jul 25, 2023Updated 3 years ago
- This repo will contain simple tutorials for getting familiar with Pytorch quickly for beginners.☆27Dec 8, 2019Updated 6 years ago
- A list of multi-task learning papers and projects.☆388Jan 31, 2022Updated 4 years ago
- A production quality data pipeline for DICOM images segmentation.☆12Feb 4, 2018Updated 8 years ago
- Code for reproducing the Sei manuscript results☆17Jan 25, 2022Updated 4 years ago
- Awesome Multitask Learning Resources☆674Apr 13, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A library for multi-task learning and meta-learning.☆12Feb 7, 2022Updated 4 years ago
- A curated list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.☆842Mar 3, 2026Updated 4 months ago
- The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.☆140Dec 22, 2020Updated 5 years ago
- Baseline experiments of the paper: "A Closer Look at Art Mediums: The MAMe Image Classification Dataset" using the MAMe dataset.☆18Jul 5, 2024Updated 2 years ago
- Implementation of PyTorch-based multi-task pre-trained models☆33Oct 8, 2020Updated 5 years ago
- Feature Pyramid Networks for Object Detection on caffe☆10Nov 8, 2017Updated 8 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆60Jan 10, 2021Updated 5 years ago
- 🎥🎯 Tracking dart coordinates with fastai v2☆11Jan 14, 2024Updated 2 years ago
- Multi-task modelling extensions for huggingface transformers☆21Mar 3, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code for the ICML 2021 paper "Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer"☆12Aug 17, 2021Updated 4 years ago
- Demo bear classifier with fastai and Voila☆39Nov 2, 2023Updated 2 years ago
- ☆17Aug 30, 2023Updated 2 years ago
- A library to instantiate any Python object from configuration files.☆25Oct 12, 2022Updated 3 years ago
- The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].☆731Feb 7, 2022Updated 4 years ago
- A registry of tutorials, workshop material, videos and other educational resources to help you learn more about DataLad.☆16Aug 3, 2023Updated 2 years ago
- COMIC: This is the code repo of our TMM2019 work titled "COMIC: Towards a Compact Image Captioning Model with Attention".☆15Jun 22, 2021Updated 5 years ago
- Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics☆566Nov 1, 2021Updated 4 years ago
- TopicScan: Visualization and validation interface for NMF Topic Modeling☆23Jul 23, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This is an official implementation of our CVPR 2020 paper "Non-Local Neural Networks With Grouped Bilinear Attentional Transforms".☆13Jan 30, 2021Updated 5 years ago
- Welcome to Gale, a PyTorch framework for reproducible deep learning experiments!☆17Oct 21, 2020Updated 5 years ago
- PyTAIL - Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data☆13Dec 3, 2022Updated 3 years ago
- a much more complex case using GradNorm, where the layer sharing situation is sophisticated.☆16Feb 21, 2019Updated 7 years ago
- ☆11Nov 11, 2023Updated 2 years ago
- ☆12Aug 24, 2020Updated 5 years ago
- An Easy To Use PyTorch Computer Vision Library☆52Jul 6, 2023Updated 3 years ago