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Incremental learning of word embeddings with context informativeness.
? Online machine learning in Python
? Contextually-keyed word vectors
(CVPR 2021 Oral) Open World Object Detection
PyCIL: A Python Toolbox for Class-Incremental Learning
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
Evaluate three types of task shifting with popular continual learning algorithms.
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).
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
? PILOT: A Pre-trained Model-Based Continual Learning Toolbox
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)