multi-task-learning topic

List multi-task-learning repositories

mtan

654
Stars
108
Forks
Watchers

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)

AutomaticWeightedLoss

528
Stars
78
Forks
Watchers

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

MKR

318
Stars
110
Forks
Watchers

A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)

PETR

799
Stars
121
Forks
Watchers

[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection & [ICCV2023] PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images

MMSA

592
Stars
101
Forks
Watchers

MMSA is a unified framework for Multimodal Sentiment Analysis.

PCGrad

291
Stars
35
Forks
Watchers

Code for "Gradient Surgery for Multi-Task Learning"

awesome-multi-task-learning

564
Stars
47
Forks
Watchers

2023 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

PALM

176
Stars
30
Forks
Watchers

a Fast, Flexible, Extensible and Easy-to-use NLP Large-scale Pretraining and Multi-task Learning Framework.

maxl

166
Stars
28
Forks
Watchers

The implementation of "Self-Supervised Generalisation with Meta Auxiliary Learning" [NeurIPS 2019].