multi-task-learning topic

List multi-task-learning repositories

recommendation_dataset_pretraining

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DataSets links for recommender systems research, in particular for transfer learning, user representation, pre-training,lifelong learning, cold start recommendation

HMTNet

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Official PyTorch implementation of paper <Hierarchical Multi-task Network For Race, Gender and Facial Attractiveness Recognition> (IEEE International Conference on Image Processing (ICIP) 2019)

detection-attributes-fields

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PyTorch implementation of "Detecting 32 Pedestrian Attributes for Autonomous Vehicles"

MVP

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This repository is the official implementation of our paper MVP: Multi-task Supervised Pre-training for Natural Language Generation.

agegenderLMTCNN

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Jia-Hong Lee, Yi-Ming Chan, Ting-Yen Chen, and Chu-Song Chen, "Joint Estimation of Age and Gender from Unconstrained Face Images using Lightweight Multi-task CNN for Mobile Applications," IEEE Interna...

NeuralMerger

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Yi-Min Chou, Yi-Ming Chan, Jia-Hong Lee, Chih-Yi Chiu, Chu-Song Chen, "Unifying and Merging Well-trained Deep Neural Networks for Inference Stage," International Joint Conference on Artificial Intelli...

PAE

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Steven C. Y. Hung, Jia-Hong Lee, Timmy S. T. Wan, Chein-Hung Chen, Yi-Ming Chan and Chu-Song Chen. "Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelo...

super-structured-lottery-tickets

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Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)

multitasking_transformers

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Multitask Learning with Pretrained Transformers

Fine-Grained-or-Not

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Code release for Your “Flamingo” is My “Bird”: Fine-Grained, or Not (CVPR 2021 Oral)