Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/imirzadeh/stable-continual-learning
Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)
catastrophic-forgetting continual-learning deep-learning lifelong-learning pytorch
Last synced: 24 Jun 2024
https://github.com/lshug/Continual-Keras
Keras-based framework for implementing continual learning methods.
catastrophic-forgetting continual-learning deep-learning ewc keras lifelong-learning lifelong-ml
Last synced: 24 Jun 2024
https://github.com/fajieyuan/SIGIR2021_Conure
One Person, One Model, One World: Learning Continual User Representation without Forgetting
bert bert-model catastrophic-forgetting continual-learning general-purpose lifelong-learning lifelong-machine-learning pre-training pruning recommendation recommender-system self-supervised-learning transfer-learning transformer transformer-architecture universal-representation user user-profile user-representation
Last synced: 16 Jun 2024
https://github.com/Vision-Intelligence-and-Robots-Group/Best-Incremental-Learning
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
catastrophic-forgetting continual-learning continuous-learning incremental-learning lifelong-learning
Last synced: 15 May 2024
https://github.com/RaptorMai/online-continual-learning
A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).
catastrophic-forgetting class-incremental-learning computer-vision continual-learning convolutional-neural-networks deep-learning incremental-continual-learning incremental-learning lifelong-learning online-continual-learning
Last synced: 20 Apr 2024
https://github.com/zhoudw-zdw/CVPR22-Fact
The code repository for "Forward Compatible Few-Shot Class-Incremental Learning" (CVPR'22) in PyTorch.
catastrophic-forgetting class-incremental-learning continual-learning few-shot-class-incremental-learning lifelong-learning
Last synced: 20 Apr 2024
https://github.com/rom1mouret/mpcl
theoretical framework for continual learning / incremental learning
catastrophic-forgetting continual-learning incremental-learning mnist
Last synced: 05 Apr 2024
https://github.com/ZixuanKe/PyContinual
PyContinual (An Easy and Extendible Framework for Continual Learning)
attention-mechanism capsule-network catastrophic-forgetting continual-learning knowledge-transfer natural-language-processing text-classification transfer-learning transformer-architecture
Last synced: 05 Apr 2024
https://github.com/townim-faisal/lwf-3D
[IWANN 2021] Reducing catastrophic forgetting in 3D point cloud objects with help of semantic information
3d-point-clouds catastrophic-forgetting continual-learning
Last synced: 26 Mar 2024
