EnnengYang / Awesome-Forgetting-in-Deep-Learning
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.
☆272Updated last week
Alternatives and similar repositories for Awesome-Forgetting-in-Deep-Learning:
Users that are interested in Awesome-Forgetting-in-Deep-Learning are comparing it to the libraries listed below
- A curated list of Continual Learning papers and BibTeX entries☆174Updated 4 months ago
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆77Updated last year
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆359Updated last week
- Class-Incremental Learning: A Survey (TPAMI 2024)☆235Updated 3 months ago
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22☆187Updated last year
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆79Updated 3 months ago
- ☆108Updated 2 months ago
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆132Updated 5 months ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆427Updated 6 months ago
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"☆135Updated last year
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆568Updated 9 months ago
- Awesome Few-Shot Class-Incremental Learning☆229Updated last year
- This repository will be posting analytic continual learning series, including Analytic Class-Incremental Learning (ACIL), Gaussian Kernel…☆222Updated 2 months ago
- A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆479Updated 7 months ago
- ☆10Updated 5 months ago
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22☆110Updated 2 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆283Updated last year
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆396Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆623Updated last week
- ☆17Updated 10 months ago
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆397Updated 4 months ago
- The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning"(CVPR24) in PyTorch.☆63Updated 6 months ago
- PyContinual (An Easy and Extendible Framework for Continual Learning)☆308Updated last year
- The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Lea…☆47Updated last year
- Co^2L: Contrastive Continual Learning (ICCV2021)☆92Updated 2 years ago
- Continual Learning papers list, curated by ContinualAI☆604Updated 9 months ago
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆94Updated 4 months ago
- ZhiJian: A Unifying and Rapidly Deployable Toolbox for Pre-trained Model Reuse☆51Updated last year
- This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)☆39Updated 2 weeks ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆875Updated last week