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14 search results found

Mt Dnn ⭐ 2,154

Multi-Task Deep Neural Networks for Natural Language Understanding

Keras Mmoe ⭐ 529

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

Awesome Multi Task Learning ⭐ 494

2023 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

Deepsegmentor ⭐ 183

A Pytorch implementation of DeepCrack and RoadNet projects.

Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019

Agegenderlmtcnn ⭐ 31

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 International Conference on Multimedia Information Processing and Retrieval, MIPR 2018

Mdl Stance Robustness ⭐ 31

Multi-dataset stance detection and robustness experiments

Thyroid Us ⭐ 28

Evaluation of Thyroid Nodules Seen on Ultrasound Using Multi-task Deep Convolutional Neural Network (CNN)

Traffic Speed Prediction ⭐ 23

Using to predict the highway traffic speed

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 Lifelong Learning" 2019 ACM on International Conference on Multimedia Retrieval

Eposearch ⭐ 14

Exact Pareto Optimal solutions for preference based Multi-Objective Optimization

Har Joint Model ⭐ 13

AROMA: A Deep Multi-Task Learning Based Simple and Complex Human Activity Recognition Method Using Wearable Sensors

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

Taan Mtl ⭐ 11

Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning

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

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.

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