LucyDYu / Awesome-Multimodal-Continual-Learning
☆103Updated last month
Alternatives and similar repositories for Awesome-Multimodal-Continual-Learning:
Users that are interested in Awesome-Multimodal-Continual-Learning are comparing it to the libraries listed below
- ☆16Updated last month
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"☆133Updated last year
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning☆58Updated 3 months ago
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆73Updated 10 months ago
- Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024☆175Updated 2 months ago
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models☆86Updated 10 months ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆340Updated 3 weeks ago
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆78Updated 2 months ago
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆130Updated 4 months ago
- The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning"(CVPR24) in PyTorch.☆62Updated 4 months ago
- [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation☆92Updated 6 months ago
- Consistent Prompting for Rehearsal-Free Continual Learning [CVPR2024]☆31Updated 6 months ago
- ☆40Updated last month
- Instruction Tuning in Continual Learning paradigm☆38Updated last month
- [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class…☆84Updated last year
- Code for ICML 2024 paper (Oral) — Test-Time Model Adaptation with Only Forward Passes☆60Updated 4 months ago
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆92Updated 3 months ago
- 📝 🎉 A curated list of awesome papers for incremental learning with pre-trained models☆48Updated 11 months ago
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆89Updated last month
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22☆184Updated last year
- A curated list of Continual Learning papers and BibTeX entries☆171Updated 2 months ago
- Official code for ICLR 2024 paper, "A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation"☆73Updated 8 months ago
- Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models (AAAI 2024)☆67Updated last week
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power …☆40Updated 5 months ago
- ☆32Updated last month
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22☆106Updated last year
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆151Updated last year
- 定时获取谷歌学术和arxiv论文的相关更新 (代码只有一个py文件,较简单有注释)☆60Updated 3 weeks ago
- Code and Dataset for the paper "LAMM: Label Alignment for Multi-Modal Prompt Learning" AAAI 2024☆31Updated last year
- Awesome List of Vision Language Prompt Papers☆41Updated last year