📝 🎉 A curated list of awesome papers for incremental learning with pre-trained models
☆59Jun 9, 2025Updated 10 months ago
Alternatives and similar repositories for Awesome-Incremental-Learning-with-Pre-trained-Models
Users that are interested in Awesome-Incremental-Learning-with-Pre-trained-Models are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆83Apr 1, 2025Updated last year
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆151Aug 25, 2024Updated last year
- Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation☆19Jul 30, 2024Updated last year
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆608May 11, 2024Updated last year
- The code repository for "Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning" (ICML24)☆11Jun 7, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The implementation for ICLR2023 paper: "BEEF: Bi-Compatible Class-Incremental Learning via Energy-Based Expansion and Fusion" in PyTorch.☆18May 25, 2023Updated 2 years ago
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆107Sep 26, 2024Updated last year
- 🎉 The code repository for "Parrot: Multilingual Visual Instruction Tuning" in PyTorch.☆77Jun 12, 2025Updated 10 months ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆280Nov 7, 2024Updated last year
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,073Jan 29, 2026Updated 2 months ago
- [AAAI 2025] The code repository for "MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆55Apr 17, 2025Updated last year
- ☆12Oct 24, 2023Updated 2 years ago
- External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)☆56Nov 19, 2025Updated 5 months ago
- Awsome of VLM-CL. Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting☆180Updated this week
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆90Nov 15, 2024Updated last year
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆174Oct 29, 2021Updated 4 years ago
- Official Code of SATS: Self-Attention Transfer for Continual Semantic Segmentation☆25Feb 23, 2023Updated 3 years ago
- Code for CLVision workshop (CVPR 2024) paper - Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-train…☆11Nov 12, 2024Updated last year
- PyTorch implementation of MGRB (TKDE2022)☆10Sep 1, 2022Updated 3 years ago
- Learning without Forgetting for Vision-Language Models (TPAMI 2025)☆61Jul 3, 2025Updated 9 months ago
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power …☆53Aug 17, 2024Updated last year
- The code repository for "Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration" (NeurIPS'23) in PyTorch☆69Jan 14, 2024Updated 2 years ago
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.☆107Sep 3, 2025Updated 7 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code for "Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning"☆20Oct 26, 2022Updated 3 years ago
- [CVPR2022] Representation Compensation Networks for Continual Semantic Segmentation☆110Oct 25, 2023Updated 2 years ago
- Official repository for Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning on ICCV 20…☆29Oct 26, 2024Updated last year
- (CVPR 2022) Energy-based Latent Aligner for Incremental Learning☆51Dec 19, 2022Updated 3 years ago
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"☆157Oct 5, 2023Updated 2 years ago
- ☆21Jan 5, 2023Updated 3 years ago
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆148Jun 30, 2022Updated 3 years ago
- ☆58Apr 10, 2022Updated 4 years ago
- ☆60Apr 1, 2022Updated 4 years ago
- 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.
- ZhiJian: A Unifying and Rapidly Deployable Toolbox for Pre-trained Model Reuse☆48Sep 2, 2023Updated 2 years ago
- The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch☆47Mar 21, 2023Updated 3 years ago
- Official implementation of the paper "Bridging Coexistence of Unlabelled Classes for Semi-supervised Incremental Object Detection"☆16Jan 20, 2024Updated 2 years ago
- This repo is a collection of AWESOME things about continual semantic segmentation, including papers, code, demos, etc. Feel free to pull …☆30Aug 21, 2024Updated last year
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆139Oct 31, 2023Updated 2 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆564May 26, 2023Updated 2 years ago
- [ICCV 2023 Oral] Official PyTorch implementation of our paper for semi-supervised continual learning "A soft nearest-neighbor framework f…☆25Dec 17, 2024Updated last year