ZHUANGHP / Analytic-continual-learning
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.
☆205Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for Analytic-continual-learning
- This repo will be continually updating analytic federated learning methods.☆49Updated 5 months ago
- ICLR 2024 论文和开源项目合集☆127Updated 5 months ago
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆68Updated 8 months ago
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆230Updated this week
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆309Updated this week
- Class-Incremental Learning: A Survey (TPAMI 2024)☆212Updated this week
- AAAI 2024 Papers: Explore a comprehensive collection of innovative research papers presented at one of the premier artificial intelligenc…☆432Updated 2 weeks ago
- A curated list of Continual Learning papers and BibTeX entries☆153Updated 3 weeks ago
- ☆43Updated last week
- A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.☆274Updated 3 weeks ago
- ZhiJian: A Unifying and Rapidly Deployable Toolbox for Pre-trained Model Reuse☆50Updated last year
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆74Updated 9 months ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆68Updated this week
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆555Updated 6 months ago
- ☆53Updated 3 months ago
- [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"☆230Updated last month
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"☆131Updated last year
- OOD Generalization相关文章的阅读笔记☆19Updated this week
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22☆176Updated last year
- A mobile application that can help users get the perfect blackboard photos.☆21Updated 5 months ago
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆118Updated 2 months ago
- ☆36Updated 2 months ago
- To be the world's best PyTorch project template.☆430Updated last year
- [AAAI2024] Summarizing Stream Data for Memory-Restricted Online Continual Learning☆17Updated 6 months ago
- My personal homepage☆56Updated this week
- EasyLiterature is an open-sourced, Python-based command line tool for automatic literature management.☆237Updated 2 months ago
- 📝 🎉 A curated list of awesome papers for incremental learning with pre-trained models☆47Updated 9 months ago
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆85Updated last month
- [ICCV23] Robust Mixture-of-Expert Training for Convolutional Neural Networks by Yihua Zhang, Ruisi Cai, Tianlong Chen, Guanhua Zhang, Hua…☆42Updated last year
- 算法岗笔试面试大全,励志做算法届的《五年高考,三年模拟》!☆238Updated this week