ZixuanKe / PyContinualLinks
PyContinual (An Easy and Extendible Framework for Continual Learning)
☆317Updated last year
Alternatives and similar repositories for PyContinual
Users that are interested in PyContinual are comparing it to the libraries listed below
Sorting:
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆460Updated last year
- Progressive Prompts: Continual Learning for Language Models☆96Updated 2 years ago
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆321Updated last week
- ☆157Updated 4 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆307Updated last year
- ☆14Updated 2 years ago
- Code for ECML/PKDD 2020 Paper --- Continual Learning with Knowledge Transfer for Sentiment Classification☆25Updated 3 years ago
- Continual Learning papers list, curated by ContinualAI☆656Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆732Updated 3 weeks ago
- Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)☆98Updated 2 years ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆488Updated last month
- Must-read Papers on Large Language Model (LLM) Continual Learning☆144Updated last year
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆79Updated last year
- An Extensible Continual Learning Framework Focused on Language Models (LMs)☆286Updated last year
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆412Updated 2 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆98Updated 3 years ago
- [ICML 2023] Parameter-Level Soft-Masking for Continual Learning☆19Updated 2 years ago
- [EMNLP 2022] Continual Training of Language Models for Few-Shot Learning☆45Updated 2 years ago
- The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Lea…☆52Updated 2 years ago
- A curated list of Continual Learning papers and BibTeX entries☆193Updated 11 months ago
- ☆108Updated 2 years ago
- Code for ACL 2022 paper "BERT Learns to Teach: Knowledge Distillation with Meta Learning".☆86Updated 3 years ago
- Relevant papers in Continual Learning☆738Updated 2 years ago
- Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)☆535Updated 3 years ago
- Robust machine learning for responsible AI☆500Updated last year
- ☆130Updated 3 years ago
- Meta Label Correction for Noisy Label Learning☆85Updated 2 years ago
- Code release for "LogME: Practical Assessment of Pre-trained Models for Transfer Learning" (ICML 2021) and Ranking and Tuning Pre-trained…☆208Updated last year
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22☆197Updated last year
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆600Updated last year