A paper list of our recent survey on continual learning, and other useful resources in this field.
☆109Feb 21, 2024Updated 2 years 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multi-level Online Sequential Experts (MOSE) for online continual learning problem. (CVPR2024)☆25Nov 21, 2025Updated 5 months ago
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)☆17Nov 15, 2024Updated last year
- AFEC: Active Forgetting of Negative Transfer in Continual Learning (NeurIPS 2021)☆28Sep 26, 2023Updated 2 years ago
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power …☆54Aug 17, 2024Updated last year
- [AAAI2024] Summarizing Stream Data for Memory-Restricted Online Continual Learning☆21Apr 30, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆91Nov 15, 2024Updated last year
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆44Apr 8, 2024Updated 2 years ago
- ☆152Mar 27, 2026Updated last month
- Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)☆18Apr 15, 2022Updated 4 years ago
- Online Prototype Learning for Online Continual Learning (ICCV 2023)☆46Dec 8, 2023Updated 2 years ago
- A curated list of Continual Learning papers and BibTeX entries☆202Oct 21, 2024Updated last year
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆20Sep 26, 2023Updated 2 years ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆810Apr 20, 2026Updated 2 weeks ago
- Continual Learning papers list, curated by ContinualAI☆703Apr 22, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆17Jan 19, 2026Updated 3 months ago
- Awesome Incremental Learning☆4,459Mar 18, 2026Updated last month
- Implementation of Latent Replay, a Continual Learning strategy for Real-Time / On The Edge applications☆14May 7, 2020Updated 6 years ago
- PyTorch implementation of the SIESTA algorithm from our TMLR-2023 paper "SIESTA: Efficient Online Continual Learning with Sleep"☆13Oct 25, 2024Updated last year
- This is a public repository for:☆38Aug 11, 2021Updated 4 years ago
- This repository will be posting analytic continual learning series, including Analytic Class-Incremental Learning (ACIL), Gaussian Kernel…☆283Dec 9, 2024Updated last year
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆344Feb 20, 2024Updated 2 years ago
- Code for PCA-OGD (AISTATS 2021)☆11Mar 16, 2021Updated 5 years ago
- Continual Learning with Transformer☆25Sep 8, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆2,054Mar 11, 2025Updated last year
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,853Nov 5, 2025Updated 6 months ago
- Official Implementation of PL-FMS☆11Sep 30, 2023Updated 2 years ago
- ☆67Feb 8, 2022Updated 4 years ago
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆106Sep 26, 2024Updated last year
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆421May 30, 2023Updated 2 years ago
- Code for ACM MM 2023 paper - Regress Before Construct: Regress Autoencoder for Point Cloud Self-supervised Learning☆14Jan 19, 2024Updated 2 years ago
- CurricuVLM: Towards Safe Autonomous Driving via Personalized Safety-Critical Curriculum Learning with Vision-Language Models☆23May 1, 2026Updated last week
- This is a curated list of "Continual Learning with Pretrained Models" research.☆20May 29, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆574Jan 29, 2026Updated 3 months ago
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆42Apr 25, 2023Updated 3 years ago
- Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning☆17Feb 25, 2020Updated 6 years ago
- [IEEE TMI 2024] GC2: Generalizable Continual Classification of Medical Images☆10Jun 4, 2024Updated last year
- List of papers that combine self-supervision and continual learning☆80Mar 12, 2025Updated last year
- Federated reconnaissance mini-ImageNet benchmark and baseline models☆13Sep 2, 2021Updated 4 years ago
- This is the official impelementation of "FVSSL Algorithm"☆25Dec 19, 2023Updated 2 years ago