multitask-learning topic

List multitask-learning repositories

jiant

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jiant is an nlp toolkit

decaNLP

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475
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The Natural Language Decathlon: A Multitask Challenge for NLP

HybridNets

564
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HybridNets: End-to-End Perception Network

LibMTL

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A PyTorch Library for Multi-Task Learning

SGDepth

197
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[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance

GradNorm

161
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This in my Demo of Chen et al. "GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks" ICML 2018

Basic-Multi-task-Learning

134
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This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow

Multitask-Recommendation-Library

266
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42
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MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.

ContinuousParetoMTL

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25
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[ICML 2020] PyTorch Code for "Efficient Continuous Pareto Exploration in Multi-Task Learning"