An up-to-date list of works on Multi-Task Learning
machine-learning computer-vision deep-learning multi-task multi-task-learning cross-domain-learning loss-weight partially-supervised multi-domain-learning universal-representation
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universal-representation
Here are 6 public repositories matching this topic...
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
transfer universal collaborative-filtering transformer recommender-system cold-start user recommendation transfer-learning profiling representation-learning cross-domain bert lifelong-learning continual-learning self-supervised-learning bert-model lifelong-machine-learning pretraining universal-representation
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- Python
Pre-training and Lifelong learning for User Embedding and Recommender System
user-profile transfer-learning general-purpose lifelong-learning user-representation universal-recommender continual-learning catastrophic-forgetting self-supervised-learning one-for-all pre-training lifelong-machine-learning universal-representation foundation-model
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- Python
Universal Representations: A Unified Look at Multiple Task and Domain Learning
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- Python
Pre-training and Transfer learning papers for recommendation
universal transformers transformer cold-start transfer-learning pretrained-models user-modeling bert lifelong-learning user-representation self-supervised-learning bert-model user-profiles cross-domain-recommendation lifelong-machine-learning lifelong user-models universal-representation nextitnet lifelong-lear
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learning universal user representation with lifelong learning mechanism for recommender systems
recommender-system user recommendation transfer-learning user-modeling lifelong-learning finetune user-representation continual-learning pre-training user-profiles lifelong-machine-learning lifelong universal-representation
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