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.
☆284Dec 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:
- A mobile application that can help users get the perfect blackboard photos.☆25Jun 2, 2024Updated last year
- 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 last year
- Official implementation of "AIR: Analytic Imbalance Rectifier for Continual Learning"☆20Jan 7, 2025Updated last year
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆571Jan 29, 2026Updated 2 months ago
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆82Apr 1, 2025Updated 11 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- [ICLR 2024] - Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning☆32May 26, 2025Updated 10 months ago
- Code for CVPR 2024 paper - Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning☆31Nov 12, 2024Updated last year
- Fully Decoupled Neural Network Learning Using Delayed Gradients (FDG)☆21Jul 5, 2021Updated 4 years ago
- ☆11May 16, 2025Updated 10 months ago
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆91Nov 15, 2024Updated last year
- ☆12Jul 4, 2024Updated last year
- ☆12Apr 16, 2024Updated last year
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,067Jan 29, 2026Updated 2 months ago
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆31Oct 29, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Learnable drift compensation (LDC) reduces semantic drift in continual learning using a trainable projector to map between tasks.☆19Nov 13, 2024Updated last year
- ICLR2024 paper on Continual Learning☆37Apr 21, 2024Updated last year
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆57Feb 15, 2025Updated last year
- ☆33Feb 24, 2025Updated last year
- [CVPR2024] FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning☆17Apr 18, 2025Updated 11 months ago
- [ICLR 2025 Oral🔥] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning☆88Jun 27, 2025Updated 9 months ago
- The code repository for "Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning" (ICML24)☆11Jun 7, 2024Updated last year
- Awesome Incremental Learning