LAMDA-CL / LAMDA-PILOTView external linksLinks
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
☆562Jan 29, 2026Updated 2 weeks ago
Alternatives and similar repositories for LAMDA-PILOT
Users that are interested in LAMDA-PILOT are comparing it to the libraries listed below
Sorting:
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,054Jan 29, 2026Updated 2 weeks ago
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆153Aug 25, 2024Updated last year
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆81Apr 1, 2025Updated 10 months ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆278Nov 7, 2024Updated last year
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22☆203Oct 14, 2023Updated 2 years ago
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆90Nov 15, 2024Updated last year
- 📝 🎉 A curated list of awesome papers for incremental learning with pre-trained models☆58Jun 9, 2025Updated 8 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
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆57Feb 15, 2025Updated 11 months ago
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models☆107Mar 5, 2024Updated last year
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22☆127Feb 12, 2023Updated 3 years ago
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"☆156Oct 5, 2023Updated 2 years ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆473Jul 30, 2024Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆780Nov 22, 2025Updated 2 months ago
- Awesome Incremental Learning☆4,394Jan 29, 2026Updated 2 weeks ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆606May 11, 2024Updated last year
- External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)☆51Nov 19, 2025Updated 2 months ago
- Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024☆270Sep 18, 2025Updated 4 months ago
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆349Jan 27, 2026Updated 2 weeks ago
- This repository will be posting analytic continual learning series, including Analytic Class-Incremental Learning (ACIL), Gaussian Kernel…☆280Dec 9, 2024Updated last year
- ☆149Dec 7, 2024Updated last year
- ☆49Apr 5, 2025Updated 10 months ago
- Consistent Prompting for Rehearsal-Free Continual Learning [CVPR2024]☆36Jun 12, 2025Updated 8 months ago
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning☆103Mar 13, 2025Updated 11 months ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆560May 26, 2023Updated 2 years ago
- Learning without Forgetting for Vision-Language Models (TPAMI 2025)☆58Jul 3, 2025Updated 7 months ago
- Official repository for "CLIP model is an Efficient Continual Learner".☆108Dec 13, 2022Updated 3 years ago
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆106Sep 26, 2024Updated last year
- A clean and simple data loading library for Continual Learning☆445Jun 25, 2023Updated 2 years ago
- The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch☆46Mar 21, 2023Updated 2 years ago
- Official code of "Generating Instance-level Prompts for Rehearsal-free Continual Learning (ICCV 2023)"☆44Nov 10, 2023Updated 2 years ago
- [ICCV 2023] A Unified Continual Learning Framework with General Parameter-Efficient Tuning☆92Oct 9, 2024Updated last year
- Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning☆41Nov 12, 2024Updated last year
- [AAAI 2025] The code repository for "MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆56Apr 17, 2025Updated 9 months ago
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆32Oct 29, 2024Updated last year
- A curated list of Continual Learning papers and BibTeX entries☆201Oct 21, 2024Updated last year
- Awsome of VLM-CL. Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting☆149Feb 3, 2026Updated last week
- 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
- The code repository for "Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration" (NeurIPS'23) in PyTorch☆69Jan 14, 2024Updated 2 years ago