Albin Soutif

AlbinSou/ocl_survey

Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop

AlbinSou/online_ema

Code for the CoLLAs 2023 paper "Improving Online Continual Learning Performance and Stability With Temporal Ensemble"

AlbinSou/avalanche

Avalanche: an End-to-End Library for Continual Learning.

AlbinSou/lora_cl_analysis

Code for the paper "An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates" - Accepted at CoLLAs 2024

AlbinSou/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

AlbinSou/AlbinSou

AlbinSou/Awesome-Incremental-Learning

Awesome Incremental Learning

AlbinSou/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.

AlbinSou/cross_task_cil

Code for the paper "On the importance of cross-task features for class-incremental learning"