LAMDA-CL / LAMDA-PILOT
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
☆422Updated 3 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:
- A curated list of Continual Learning papers and BibTeX entries☆181Updated 6 months ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆252Updated 6 months ago
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆82Updated last year
- PyCIL: A Python Toolbox for Class-Incremental Learning☆925Updated 3 weeks ago
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆300Updated last week
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆677Updated last month
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆581Updated last year
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22☆194Updated last year
- ☆131Updated 5 months ago
- Awesome Few-Shot Class-Incremental Learning☆237Updated last year
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆444Updated 9 months ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆549Updated last year
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"☆138Updated last year
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆294Updated last year
- Continual Learning papers list, curated by ContinualAI☆630Updated last year
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆137Updated 8 months ago
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.☆95Updated 2 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆403Updated last year
- The code repository for "MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning"(AAAI25) in PyTorch.☆18Updated last month
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆100Updated 7 months ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆161Updated 3 years ago
- ICLR2024 paper on Continual Learning☆35Updated last year
- 📝 🎉 A curated list of awesome papers for incremental learning with pre-trained models☆54Updated last year
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22☆118Updated 2 years ago
- A list of papers that studies Novel Class Discovery☆479Updated last month
- The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch☆43Updated 2 years ago
- The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning"(CVPR24) in PyTorch.☆70Updated last month
- PyContinual (An Easy and Extendible Framework for Continual Learning)☆314Updated last year
- This repository will be posting analytic continual learning series, including Analytic Class-Incremental Learning (ACIL), Gaussian Kernel…☆243Updated 5 months ago
- Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024☆214Updated 6 months ago