ocl_survey

ContinualPrototypeEvolution

Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes...

Bench2Drive

[NeurIPS 2024 Datasets and Benchmarks Track] Closed-Loop E2E-AD Benchmark Enhanced by World Model...

Unsupervised-Classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

core50

CORe50: a new Dataset and Benchmark for Continual Learning

cross_task_cil

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

gap-contrastive-and-supervised-losses

#ICML2022 Experimental codes of "On the Surrogate Gap between Contrastive and Supervised Losses"

UNO

Official implementation of "A Unified Objective for Novel Class Discovery", ICCV2021 (Oral)

ex_model_cl

Experiments on continual learning from a stream of pretrained models.

online_ema

Code for the CoLLAs 2023 paper "Improving Online Continual Learning Performance and Stability Wit...

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

open-instruct

ITER

PyTorch codes for "Iterative Token Evaluation and Refinement for Real-World Super-Resolution", AA...

cassle

Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)

nice-slam

[CVPR'22] NICE-SLAM: Neural Implicit Scalable Encoding for SLAM

CLsurvey

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning meth...