Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning-Reference-Cited by-同舟云学术

Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning

Published:2023-10-21 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 32nd ACM International Conference on Information and Knowledge Management
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Author:

Lee Anton¹^ORCID,Zhang Yaqian²^ORCID,Gomes Heitor Murilo³^ORCID,Bifet Albert⁴^ORCID,Pfahringer Bernhard²^ORCID

Affiliation:

1. Victoria University of Wellington & University of Waikato, Wellington, New Zealand

2. University of Waikato, Hamilton, New Zealand

3. Victoria University of Wellington, Wellington, New Zealand

4. University of Waikato & Institute Polytechnique de Paris, Hamilton, New Zealand

Funder

NZ MBIE (Ministry of Business, Innovation and Employment)

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3583780.3615236

Reference33 articles.

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2. Arslan Chaudhry , Marc'Aurelio Ranzato , Marcus Rohrbach , and Mohamed Elhoseiny . 2019 . Efficient Lifelong Learning with A-GEM. In 7th International Conference on Learning Representations, ICLR 2019 , New Orleans, LA, USA, May 6--9 , 2019. OpenReview.net. https://openreview.net/forum?id=Hkf2_sC5FX Arslan Chaudhry, Marc'Aurelio Ranzato, Marcus Rohrbach, and Mohamed Elhoseiny. 2019. Efficient Lifelong Learning with A-GEM. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6--9, 2019. OpenReview.net. https://openreview.net/forum?id=Hkf2_sC5FX

3. The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition

4. M. Delange R. Aljundi M. Masana S. Parisot X. Jia A. Leonardis G. Slabaugh and T. Tuytelaars. 2021. A continual learning survey: Defying forgetting in classification tasks. IEEE Transactions on Pattern Analysis and Machine Intelligence (2021) 1--1. https://doi.org/10.1109/TPAMI.2021.3057446 10.1109/TPAMI.2021.3057446

5. M. Delange R. Aljundi M. Masana S. Parisot X. Jia A. Leonardis G. Slabaugh and T. Tuytelaars. 2021. A continual learning survey: Defying forgetting in classification tasks. IEEE Transactions on Pattern Analysis and Machine Intelligence (2021) 1--1. https://doi.org/10.1109/TPAMI.2021.3057446