2021
Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning
ICCV 2021poster
Modern computer vision applications suffer from catastrophic forgetting when incrementally learning new concepts over time. The most successful approaches to alleviate this forgetting require extensive replay of previously seen data, which is problematic when memory constraints or data legality conc…