GitHub topics: task-incremental-learning
GMvandeVen/continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
Language: Jupyter Notebook - Size: 2.93 MB - Last synced at: 9 days ago - Pushed at: 29 days ago - Stars: 1,699 - Forks: 327
FabriDeCastelli/dark-experience-replay
Implementation of Dark Experience Replay with Reservoir Sampling from scratch, benchmarked on CIL, TIL and DIL.
Language: Jupyter Notebook - Size: 230 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
nazmul-karim170/CNLL-Continual_Learning_Noisy_Labels
Official Implementation of CVPR 2022 workshop paper "CNLL: A Semi-supervised Approach for Continual Noisy Label Learning"
Language: Python - Size: 367 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 2
mmasana/TernaryFeatureMasks
Implementation of "Ternary Feature Masks: zero-forgetting for task-incremental learning"
Size: 8.79 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 1
apurba-nsu-rnd-lab/SAN
[ICPR 2022] Official Implementation of the paper "Rethinking Task-Incremental Learning Baselines" accepted in the 26th International Conference on Pattern Recognition.
Language: Python - Size: 31.3 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 1
