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06/26/2023
Parameter-Level Soft-Masking for Continual Learning
Existing research on task incremental learning in continual learning has...
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06/22/2023
Learnability and Algorithm for Continual Learning
This paper studies the challenging continual learning (CL) setting of Cl...
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04/20/2023
Open-World Continual Learning: Unifying Novelty Detection and Continual Learning
As AI agents are increasingly used in the real open world with unknowns ...
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02/07/2023
Continual Pre-training of Language Models
Language models (LMs) have been instrumental for the rapid advance of na...
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11/04/2022
A Theoretical Study on Solving Continual Learning
Continual learning (CL) learns a sequence of tasks incrementally. There ...
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09/28/2019
Using simulated annealing for locating array construction
Context: Combinatorial interaction testing is known to be an efficient t...
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04/16/2019