AlbinSou / ocl_survey
Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop
☆37Updated 5 months ago
Related projects: ⓘ
- Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)☆93Updated last year
- The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch☆38Updated last year
- Co^2L: Contrastive Continual Learning (ICCV2021)☆90Updated 2 years ago
- The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning"(CVPR24) in PyTorch.☆49Updated last month
- Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)☆114Updated last year
- ☆31Updated 6 months ago
- Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…☆43Updated 2 years ago
- ICLR2024 paper on Continual Learning☆28Updated 4 months ago
- Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning☆24Updated last year
- Official implementation of "On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning"☆15Updated last year
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆58Updated 7 months ago
- Code Implementation for CVPR 2023 Paper: Class-Incremental Exemplar Compression for Class-Incremental Learning☆24Updated last year
- ☆28Updated last year
- Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning☆31Updated last month
- [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm☆34Updated 9 months ago
- The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Lea…☆45Updated last year
- Code for our CVPR 2022 workshop paper "Towards Exemplar-Free Continual Learning in Vision Transformers"☆20Updated 2 years ago
- [Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.☆24Updated last year
- ☆23Updated 2 years ago
- PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"☆33Updated 2 years ago
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆71Updated last year
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆108Updated 3 weeks ago
- Online Prototype Learning for Online Continual Learning (ICCV 2023)☆33Updated 9 months ago
- ☆34Updated 2 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆103Updated last year
- List of papers that combine self-supervision and continual learning☆56Updated last month
- ☆19Updated 4 years ago
- Code for CVPR2022 paper "Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency"☆23Updated 2 years ago
- The code repository for "Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks" (TPAMI 2023) in PyTorch.☆35Updated 10 months ago
- Code for NeurIPS 2021 paper "Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning".☆16Updated 2 years ago