unsupervised class-incremental learning

2 papers with code • 0 benchmarks • 0 datasets

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Most implemented papers

Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery

hy2mk/cgcd ICCV 2023

Existing methods for novel category discovery are limited by their reliance on labeled datasets and prior knowledge about the number of novel categories and the proportion of novel samples in the batch.

Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning

alviur/pocon_wacv2024 12 Sep 2023

In the second phase, we combine this new knowledge with the previous network in an adaptation-retrospection phase to avoid forgetting and initialize a new expert with the knowledge of the old network.