xialeiliu / Awesome-Incremental-Learning

Awesome Incremental Learning
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Add ICASSP 2024 paper #136

Open Dacaidi opened 10 months ago

Dacaidi commented 10 months ago

Thank you for your outstanding work on this project. I have added an ICASSP paper that I believe could further enrich it.

The paper proposes a training algorithm called LRFR which optimizes network parameters in the null space of low-rank past tasks' feature representation matrix. LRFR outperforms other null space algorithms for continual learning, and the code is publicly available.