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08/31/2023
Continual Learning From a Stream of APIs
Continual learning (CL) aims to learn new tasks without forgetting previ...
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07/16/2023
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning
Forgetting refers to the loss or deterioration of previously acquired in...
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12/16/2022
Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation
Sequential recommendation is an important task to predict the next-item ...
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11/28/2022
AdaTask: A Task-aware Adaptive Learning Rate Approach to Multi-task Learning
Multi-task learning (MTL) models have demonstrated impressive results in...
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02/16/2020
