multi-task-learning topic

List multi-task-learning repositories

MNIST-multitask

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6️⃣6️⃣6️⃣ Reproduce ICLR '18 under-reviewed paper "MULTI-TASK LEARNING ON MNIST IMAGE DATASETS"

HAN

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使用分层注意力机制 HAN + 多任务学习 解决 AI Challenger 细粒度用户评论情感分析 。https://challenger.ai/competition/fsauor2018

A prototype version of our submitted paper: Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creatives.

MTL_PAN_SEG

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Implementation of "Multi-task Deep Learning for Satellite Image Pansharpening and Segmentation"

Awesome-Multi-Task-Learning

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An up-to-date list of works on Multi-Task Learning

Instruction-Tuning-Papers

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Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).

MTL-Homoscedastic-Uncertainty

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Multi Task Learning Implementation with Homoscedastic Uncertainty in Tensorflow

Neural_Emotion_Intensity_Prediction

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The code for our proposed neural models which give state-of-the-art performance for emotion intensity detection in tweets.

prismer

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The implementation of "Prismer: A Vision-Language Model with Multi-Task Experts".