This repository will be posting analytic continual learning series, including Analytic Class-Incremental Learning (ACIL), Gaussian Kernel Embedded Analytic Learning (GKEAL), Dual-Stream Analytic Learning (DS-AL), etc.
☆288Dec 9, 2024Updated last year
Alternatives and similar repositories for Analytic-continual-learning
Users that are interested in Analytic-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:
- This repo will be continually updating analytic federated learning methods.☆74Mar 27, 2025Updated last year
- This is the official code for Any-SSR "Analytic Subspace Routing: How Recursive Least Squares Works in Continual Learning of Large Langua…☆27Jan 31, 2026Updated 9 months ago
- Official implementation of "AIR: Analytic Imbalance Rectifier for Continual Learning"☆21Jan 7, 2025Updated last year
- A mobile application that can help users get the perfect blackboard photos.☆25Jun 2, 2024Updated 2 years ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆613Jan 29, 2026Updated 9 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.
- This is the source code of F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental …☆11Oct 19, 2024Updated 2 years ago
- Official implementation of Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incrementa…☆15Oct 18, 2025Updated last year
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆83Apr 1, 2025Updated last year
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆61Feb 15, 2025Updated last year
- 这是一个机器人的简单仿真环境☆22Mar 22, 2026Updated 7 months ago
- Code for "Task-Driven Subspace Decomposition for Knowledge Sharing and Isolation in LoRA-based Continual Learning (ICML 2026)".☆28Oct 23, 2026Updated 2 weeks ago
- Code for CVPR 2024 paper - Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning☆30Nov 12, 2024Updated last year
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆92Nov 15, 2024Updated last year
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,120Jan 29, 2026Updated 9 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆57Jun 1, 2026Updated 5 months ago
- Awesome Incremental Learning☆4,529Oct 26, 2026Updated last week
- [ICLR 2024, IJCV 2026] - Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning☆36Sep 29, 2026Updated last month
- ☆34Feb 24, 2025Updated last year
- Code for [CVPR 2024] Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation.☆88Dec 17, 2024Updated last year
- ☆20Nov 26, 2024Updated last year
- Instruction Tuning in Continual Learning paradigm☆85Oct 5, 2026Updated last month
- ☆11May 16, 2025Updated last year
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆119May 13, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Class-Incremental Learning: A Survey (TPAMI 2024)☆288Nov 7, 2024Updated 2 years ago
- Official code repo for CVPR 2024 Paper: Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer☆29Aug 10, 2025Updated last year
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆369Jan 27, 2026Updated 9 months ago
- ☆12Apr 16, 2024Updated 2 years ago
- ☆12Jul 4, 2024Updated 2 years ago
- The official implementation for "Learning Expandable and Adaptable Representations for Continual Learning" (NeurIPS2025)☆16Oct 9, 2026Updated 3 weeks ago
- [ICCV 2023] Audio-Visual Class-Incremental Learning☆39Sep 29, 2024Updated 2 years ago
- ☆53Apr 5, 2025Updated last year
- [NeurIPS 2025] MiN: Mixture of Noise for Pre-Trained Model-Based Class-Incremental Learning☆20Sep 29, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆31Oct 29, 2024Updated 2 years ago
- ICLR2024 paper on Continual Learning☆38Apr 21, 2024Updated 2 years ago
- The official repository of CVPR2025 paper "Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional…☆14Mar 23, 2025Updated last year
- A curated list of Continual Learning papers and BibTeX entries☆206Oct 21, 2024Updated 2 years ago
- This is the official repo of MLLM-CL.☆70May 16, 2026Updated 5 months ago
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆111Feb 21, 2024Updated 2 years ago
- Official Repository for the ICML 2024 paper "Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method"☆17Sep 20, 2024Updated 2 years ago