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.☆70Mar 27, 2025Updated last year
- 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
- Official implementation of "AIR: Analytic Imbalance Rectifier for Continual Learning"☆20Jan 7, 2025Updated last year
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆585Jan 29, 2026Updated 4 months ago
- 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.
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆84Apr 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☆34May 26, 2025Updated last year
- ☆10May 16, 2025Updated last year
- Fully Decoupled Neural Network Learning Using Delayed Gradients (FDG)☆21Jul 5, 2021Updated 4 years ago
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆92Nov 15, 2024Updated last year
- ☆11Jul 4, 2024Updated last year
- 这是一个机器人的简单仿真环境☆22Mar 22, 2026Updated 2 months ago
- ☆12Apr 16, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,088Jan 29, 2026Updated 4 months ago
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆31Oct 29, 2024Updated last year
- 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 2 years ago
- ☆33Feb 24, 2025Updated last year
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆58Feb 15, 2025Updated last year
- [CVPR2024] FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning☆18Apr 18, 2025Updated last year
- [ICLR 2025 Oral🔥] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning☆93Jun 27, 2025Updated 11 months ago
- Welcome to AudioCIL, the toolbox for audio class-incremental learning with the most implemented methods.☆35Dec 19, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Awesome Incremental Learning☆4,481Updated this week
- The code repository for "Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning" (ICML24)☆12Jun 7, 2024Updated 2 years ago
- ☆11Jul 21, 2023Updated 2 years 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)☆282Nov 7, 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
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Dec 8, 2022Updated 3 years ago
- ☆18Nov 26, 2024Updated last year
- [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm☆54Jan 26, 2025Updated last year
- 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.
- A curated list of Continual Learning papers and BibTeX entries☆204Oct 21, 2024Updated last year
- ☆51Apr 5, 2025Updated last year
- ☆57Apr 3, 2023Updated 3 years ago
- [ICCV 2023] Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning☆30Dec 25, 2024Updated last year
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆608May 11, 2024Updated 2 years ago
- Rainbow Keywords - Official PyTorch Implementation☆14Jun 27, 2024Updated last year
- VQACL: A Novel Visual Question Answering Continual Learning Setting (CVPR'23)☆45Mar 28, 2024Updated 2 years ago