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.
☆289Dec 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.☆72Mar 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…☆26Jan 31, 2026Updated 7 months ago
- A mobile application that can help users get the perfect blackboard photos.☆25Jun 2, 2024Updated 2 years ago
- 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
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆604Jan 29, 2026Updated 7 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official implementation of "AIR: Analytic Imbalance Rectifier for Continual Learning"☆20Jan 7, 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
- Code for CVPR 2024 paper - Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning☆31Nov 12, 2024Updated last year
- [ICLR 2024] - Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning☆36May 26, 2025Updated last year
- ☆11May 16, 2025Updated last year
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆92Nov 15, 2024Updated last year
- ☆12Jul 4, 2024Updated 2 years ago
- ☆12Apr 16, 2024Updated 2 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,106Jan 29, 2026Updated 7 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.
- 这是一个机器人的简单仿真环境☆22Mar 22, 2026Updated 6 months ago
- Learnable drift compensation (LDC) reduces semantic drift in continual learning using a trainable projector to map between tasks.☆19Nov 13, 2024Updated last year
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆31Oct 29, 2024Updated last year
- ☆34Feb 24, 2025Updated last year
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆60Feb 15, 2025Updated last year
- ICLR2024 paper on Continual Learning☆37Apr 21, 2024Updated 2 years ago
- [CVPR2024] FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning☆20Apr 18, 2025Updated last year
- Awesome Incremental Learning☆4,529Jun 27, 2026Updated 3 months ago
- The code repository for "Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning" (ICML24)☆12Jun 7, 2024Updated 2 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.
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆56Jun 1, 2026Updated 3 months ago
- ☆11Jul 21, 2023Updated 3 years ago
- [ICCV 2023] Audio-Visual Class-Incremental Learning☆38Sep 29, 2024Updated last year
- ☆20Nov 26, 2024Updated last year
- This is the official repo of MLLM-CL.☆68May 16, 2026Updated 4 months ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆120May 13, 2023Updated 3 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆288Nov 7, 2024Updated last year
- A curated list of Continual Learning papers and BibTeX entries☆204Oct 21, 2024Updated last year
- Code release for "Saving 100x Storage: Prototype Replay for Reconstructing Training Sample Distribution in Class-Incremental Semantic Seg…☆20Mar 19, 2025Updated last year
- AI Agents on 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.
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆109Feb 21, 2024Updated 2 years ago
- [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm☆56Jan 26, 2025Updated last year
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Dec 8, 2022Updated 3 years ago
- [ACM Computing Survey 2025] Recent Advances of Foundation Language Models-based Continual Learning: A Survey☆27Oct 6, 2025Updated 11 months ago
- ☆52Apr 5, 2025Updated last year
- Prism: A Plug-in Reproducible Infrastructure for Scalable Multimodal Continual Instruction Tuning☆45Aug 27, 2026Updated last month
- ☆57Apr 3, 2023Updated 3 years ago