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The Top 23 Multi Task Learning Open Source Projects

Open source projects categorized as Multi Task Learning
Categories > Multi Task Learning
Pclue ⭐ 14
pCLUE: 1200000+多任务提示学习数据集
most recent commit 2 years ago
Vhm ⭐ 14
Code for the ACL2022 main conference paper "A Variational Hierarchical Model for Neural Cross-Lingual Summarization"
most recent commit 2 years ago
Two Stage Tradaboost.r2 ⭐ 14
most recent commit 6 years ago
Har Joint Model ⭐ 13
AROMA: A Deep Multi-Task Learning Based Simple and Complex Human Activity Recognition Method Using Wearable Sensors
most recent commit 6 years ago
Cerberus ⭐ 13
One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification
most recent commit a year ago
Neuralmerger ⭐ 13
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 Intelligence, IJCAI-ECAI-2018
most recent commit 4 years ago
Omiembed ⭐ 12
Multi-task deep learning framework for multi-omics data analysis
most recent commit 2 years ago
Gftnn ⭐ 12
Gated Convolutional F-T-LSTM Neural Network
most recent commit 2 years ago
Mam ⭐ 12
[IEEE Transactions on Power Systems] Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map
most recent commit 4 months ago
Taps ⭐ 11
Pytorch Implementation of Task Adaptive Parameter Sharing for Multi-Task Learning (CVPR 2022)
most recent commit 10 months ago
Taan Mtl ⭐ 11
Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning
most recent commit 4 years ago
Tfmtl ⭐ 10
A TensorFlow Framework for Multi-Task Learning and Text Classification
most recent commit a year ago
Dual_view_review_sum ⭐ 10
Code for the SIGIR 2020 paper "A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss"
most recent commit 3 years ago
Scpretrain ⭐ 10
scPretrain: Multi-task self-supervised learning for cell type classification
most recent commit 2 years ago
Traffic Flow Prediction ⭐ 10
This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.
most recent commit 4 months ago
Travel Time Prediction ⭐ 10
When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time
most recent commit 9 months ago
Merging Mobilenets For Multitask ⭐ 10
Cheng-En Wu, Yi-Ming Chan and Chu-Song Chen "On Merging MobileNets for Efficient Multitask Inference", International Symposium on High-Performance Computer Architecture(HPCA) on Workshop on Energy Efficient Machine Learning and Cognitive Computing for Embedded Applications(EMC2), 2019
most recent commit 4 years ago
Mtl_pan_seg ⭐ 10
Implementation of "Multi-task Deep Learning for Satellite Image Pansharpening and Segmentation"
most recent commit 5 years ago
Cerberus ⭐ 10
Simple and Effective All-In-One Automotive Perception Model with Multi Task Learning
most recent commit a year ago
Neural_emotion_intensity_prediction ⭐ 9
The code for our proposed neural models which give state-of-the-art performance for emotion intensity detection in tweets.
most recent commit 6 years ago
Facialmmt ⭐ 9
Code for paper "A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations"
most recent commit 8 months ago
Magmaclustr ⭐ 9
Clustering and Predictions with Multi-Task Gaussian Processes
total releases 4most recent commit 6 months ago
Deepcva ⭐ 9
Reproduction package of the paper "DeepCVA: Automated Commit-level Vulnerability Assessment with Deep Multi-task Learning" in Automated Software Engineering (ASE) 2021
most recent commit a year ago
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