multi-task-learning topic
recommendation_dataset_pretraining
DataSets links for recommender systems research, in particular for transfer learning, user representation, pre-training,lifelong learning, cold start recommendation
HMTNet
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
PyTorch implementation of "Detecting 32 Pedestrian Attributes for Autonomous Vehicles"
MVP
This repository is the official implementation of our paper MVP: Multi-task Supervised Pre-training for Natural Language Generation.
agegenderLMTCNN
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
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
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
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)
multitasking_transformers
Multitask Learning with Pretrained Transformers
Fine-Grained-or-Not
Code release for Your “Flamingo” is My “Bird”: Fine-Grained, or Not (CVPR 2021 Oral)