├── Continual Learning with Pretrained Models ├── LICENSE ├── backbone │ ├── linears.py │ ├── prompt.py │ ├── resnet.py │ ├── vit_adapter.py │ ├── vit_coda_promtpt.py │ ├── vit_dualprompt.py │ ├── vit_ease.py │ ├── vit_l2p.py │ ├── vit_lae.py │ ├── vit_memo.py │ ├── vit_ssf.py │ └── vpt.py ├── exps │ ├── adam_adapter.json │ ├── adam_adapter_inr.json │ ├── adam_finetune.json │ ├── adam_finetune_inr.json │ ├── adam_ssf.json │ ├── adam_ssf_inr.json │ ├── adam_vpt_deep.json │ ├── adam_vpt_deep_inr.json │ ├── adam_vpt_shallow.json │ ├── adam_vpt_shallow_inr.json │ ├── coda_prompt.json │ ├── coda_prompt_inr.json │ ├── coil.json │ ├── coil_inr.json │ ├── der.json │ ├── der_inr.json │ ├── dgr.json │ ├── dgr_inr.json │ ├── dualprompt.json │ ├── dualprompt_inr.json │ ├── ease.json │ ├── ease_inr.json │ ├── finetune.json │ ├── finetune_inr.json │ ├── foster.json │ ├── foster_inr.json │ ├── icarl.json │ ├── icarl_inr.json │ ├── l2p.json │ ├── l2p_inr.json │ ├── lae.json │ ├── lae_inr.json │ ├── memo.json │ ├── memo_inr.json │ ├── ranpac.json │ ├── ranpac_inr.json │ ├── simplecil.json │ ├── simplecil_inr.json │ ├── slca.json │ └── slca_inr.json ├── main.py ├── models │ ├── __init__.py │ ├── adam_adapter.py │ ├── adam_finetune.py │ ├── adam_ssf.py │ ├── adam_vpt.py │ ├── base.py │ ├── coda_prompt.py │ ├── coil.py │ ├── der.py │ ├── dgr.py │ ├── dualprompt.py │ ├── ease.py │ ├── finetune.py │ ├── foster.py │ ├── icarl.py │ ├── l2p.py │ ├── lae.py │ ├── memo.py │ ├── ranpac.py │ ├── simplecil.py │ └── slca.py ├── readme.md ├── resources │ ├── cifarb0inc10.jpg │ ├── imagenetRb0inc20.jpg │ └── logo.png ├── trainer.py └── utils │ ├── __init__.py │ ├── data.py │ ├── data_manager.py │ ├── factory.py │ ├── inc_net.py │ └── toolkit.py ├── README.md ├── data └── Readme.md ├── script └── main.sh └── src ├── __pycache__ ├── last_layer_analysis.cpython-39.pyc └── utils.cpython-39.pyc ├── approach ├── DGR.py ├── __init__.py └── incremental_learning.py ├── datasets ├── __pycache__ │ ├── base_dataset.cpython-39.pyc │ ├── data_loader.cpython-39.pyc │ ├── dataset_config.cpython-39.pyc │ ├── exemplars_dataset.cpython-39.pyc │ ├── exemplars_selection.cpython-39.pyc │ └── memory_dataset.cpython-39.pyc ├── base_dataset.py ├── data_loader.py ├── dataset_config.py ├── exemplars_dataset.py ├── exemplars_selection.py └── memory_dataset.py ├── last_layer_analysis.py ├── loggers ├── __pycache__ │ ├── disk_logger.cpython-39.pyc │ └── exp_logger.cpython-39.pyc ├── disk_logger.py ├── exp_logger.py └── tensorboard_logger.py ├── main_incremental.py ├── networks ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-39.pyc │ ├── lenet.cpython-39.pyc │ ├── network.cpython-39.pyc │ ├── resnet18_podnet.cpython-39.pyc │ ├── resnet32.cpython-39.pyc │ ├── resnet32_podnet.cpython-39.pyc │ ├── resnet_rebuffi.cpython-39.pyc │ └── vggnet.cpython-39.pyc ├── lenet.py ├── network.py ├── network_podnet.py ├── resnet18_podnet.py ├── resnet32.py ├── resnet32_podnet.py ├── resnet_rebuffi.py └── 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