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View Code? Open in Web Editor NEWAn Incremental Learning, Continual Learning, and Life-Long Learning Repository
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
FOSTER: Feature Boosting and Compression for Class-Incremental Learning
Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay
Few-Shot Class-Incremental Learning from an Open-Set Perspective
Novel Class Discovery without Forgetting
Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer
Transfer without Forgetting
FOSTER: Feature Boosting and Compression for Class-Incremental Learning
I have a question: I have searched a lot of information, and there are very few applications of incremental learning in regression tasks. Is this due to some special reason
Constrained Few-shot Class-incremental Learning
Continual learning in cross-modal retrieval
Architecture Matters in Continual Learning
On Solving Class Incremental Learning in Continual Learning
Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer
Memory Efficient Continual Learning with Transformers
Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation
Disentangling Transfer in Continual Reinforcement Learning
Task-Free Continual Learning via Online Discrepancy Distance Learning
A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal
New benchmark
I think it is a domain incremental learning work…
They use different experiment settings
AAAI-20
Thanks authors for releasing this fantastic project! Would you please consider incorporating a new toolbox?
code: https://github.com/sun-hailong/LAMDA-PILOT
paper: https://arxiv.org/abs/2309.07117
Many thanks in advance!
Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization
Arxiv Link:https://arxiv.org/abs/2203.13167
Modeling Missing Annotations for Incremental Learning in Object Detection
https://github.com/vlomonaco/core50'
Fine-Grained Continual Learning
a recent work from Arxiv.
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