feifeiobama / Awesome-Continual-LearningLinks
A curated list of Continual Learning papers and BibTeX entries
☆190Updated 10 months ago
Alternatives and similar repositories for Awesome-Continual-Learning
Users that are interested in Awesome-Continual-Learning are comparing it to the libraries listed below
Sorting:
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆318Updated last week
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆87Updated last year
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆480Updated last week
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆86Updated 9 months ago
- ☆140Updated 8 months ago
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"☆145Updated last year
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22☆196Updated last year
- Class-Incremental Learning: A Survey (TPAMI 2024)☆263Updated 9 months ago
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆75Updated 4 months ago
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22☆119Updated 2 years ago
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆149Updated last year
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆597Updated last year
- ☆22Updated last year
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power …☆49Updated last year
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆52Updated 6 months ago
- Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning☆40Updated 9 months ago
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆101Updated 11 months ago
- Awesome Few-Shot Class-Incremental Learning☆242Updated last year
- ☆21Updated 5 months ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆456Updated last year
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆41Updated last year
- A repository and benchmark for online test-time adaptation.☆242Updated 2 months ago
- Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning☆27Updated 2 years ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆722Updated this week
- 📝 🎉 A curated list of awesome papers for incremental learning with pre-trained models☆56Updated 2 months ago
- A list of papers that studies Novel Class Discovery☆499Updated 2 weeks ago
- ☆16Updated 11 months ago
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning☆86Updated 5 months ago
- The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Lea…☆51Updated 2 years ago
- ☆29Updated last year