multi-task-learning

Here are 280 public repositories matching this topic...

namisan / mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

microsoft nlp deep-learning pytorch named-entity-recognition ranking bert natural-language-understanding multi-task-learning machine-reading-comprehension

Updated Mar 20, 2023
Python

huggingface / hmtl

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🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

nlp natural-language-processing pytorch multi-task-learning

Updated Feb 28, 2023
Python

alibaba / EasyRec

Star

A framework for large scale recommendation algorithms.

recommender-system mind recommendation-algorithms online-learning wide-and-deep automl ctr-prediction multi-task-learning din dssm capsule-network deepfm autoint esmm pdn deepmatching dlrm transformers-models eges

Updated Mar 10, 2023
Python

median-research-group / LibMTL

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A PyTorch Library for Multi-Task Learning

python deep-learning pytorch multi-objective-optimization multiobjective-optimization mtl multi-task-learning ple multitask-learning mmoe multi-domain-learning

Updated Mar 14, 2023
Python

NVlabs / prismer

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The implementation of "Prismer: A Vision-Language Model with An Ensemble of Experts".

vqa image-captioning language-model multi-task-learning vision-and-language multi-modal-learning vision-language-model

Updated Mar 16, 2023
Python

lambdaji / tf_repos

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TensorFlow Script

deep-learning tensorflow wide-and-deep ctr-prediction multi-task-learning din deepfm pnn

Updated Nov 23, 2022
Python

drawbridge / keras-mmoe

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

data-science machine-learning deep-neural-networks deep-learning tensorflow keras multi-task-learning kdd2018 mixture-of-experts

Updated Nov 21, 2022
Python

SimonVandenhende / Multi-Task-Learning-PyTorch

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PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

pascal computer-vision pytorch segmentation multi-task-learning scene-understanding eccv2020 nyud

Updated Jan 13, 2022
Python

mbs0221 / Multitask-Learning

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Awesome Multitask Learning Resources

machine-learning deep-learning transfer-learning convex-optimization domain-adaptation multi-task-learning meta-learning federated-learning few-shot-learning sparse-learning

Updated Apr 13, 2021

lorenmt / mtan

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The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

pytorch multi-task-learning attention-model

Updated Feb 7, 2022
Python

JayYip / m3tl

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BERT for Multitask Learning

nlp text-classification transformer named-entity-recognition pretrained-models part-of-speech ner word-segmentation bert cws encoder-decoder multi-task-learning multitask-learning

Updated Mar 3, 2023
Jupyter Notebook

megvii-research / PETR

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[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection

segmentation object-detection multi-task-learning multi-camera 3d-position-embedding

Updated Mar 9, 2023
Python

maudzung / TTNet-Real-time-Analysis-System-for-Table-Tennis-Pytorch

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Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)

table-tennis pytorch segmentation event-detection sport-analytics multi-task-learning tabletennis dice-loss ttnet distributed-data-parallel spatial-video-analysis event-spotting

Updated Dec 8, 2022
Python

santi-pdp / pase

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Problem Agnostic Speech Encoder

deep-learning pytorch unsupervised-learning speech-processing multi-task-learning waveform-analysis self-supervised-learning

Updated Jun 21, 2022
Python

HKUNLP / UnifiedSKG

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[EMNLP 2022] A Unified Framework and Analysis for Structured Knowledge Grounding with Text-to-Text Language Models

natural-language-processing text-generation pytorch question-answering semantic-parsing multi-task-learning fact-verification data-to-text huggingface-transformers prompt-learning huggingface-datasets structured-knowledge-grounding

Updated Nov 18, 2022
Python

Mikoto10032 / AutomaticWeightedLoss

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Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

deep-learning pytorch multi-task multi-task-learning auxiliary-tasks weigh-losses

Updated Jun 20, 2020
Python

Manchery / awesome-multi-task-learning

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

adapter machine-learning deep-neural-networks computer-vision deep-learning awesome-list transfer-learning multi-task-learning neural-language-processing multi-domain-learning loss-strategy multi-task-optimization multi-task-architecture

Updated Mar 19, 2023

OpenBMB / CPM-Live

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Live Training for Open-source Big Models

nlp natural-language-processing deep-learning natural-language-generation natural-language-understanding multi-task-learning pretrained-language-model parameter-efficient-learning

Updated Mar 19, 2023
Python

thuiar / MMSA

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MMSA is a unified framework for Multimodal Sentiment Analysis.

framework dataset multi-task-learning multimodal-sentiment-analysis

Updated Nov 9, 2022
Python

LongmaoTeamTf / deep_recommenders

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Deep Recommenders

deep-learning retrieval ranking recommendation-system multi-task-learning

Updated Jan 12, 2023
Python

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