Albin Soutif's repositories
ocl_survey
Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop
unlearning-challenge-metric
Attempt at reproducing the metric from Neurips 2023 Unlearning Challenge on Kaggle. Code for training checkpoints on retain set and unlearning several models in parallel
online_ema
Code for the CoLLAs 2023 paper "Improving Online Continual Learning Performance and Stability With Temporal Ensemble"
cross_task_cil
Code for the paper "On the importance of cross-task features for class-incremental learning"
lora_cl_analysis
Code for the paper "An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates"
Awesome-Incremental-Learning
Awesome Incremental Learning
continual-learning-baselines
Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.