YuyangSunshine / Awesome-Continual-learning-of-Vision-Language-ModelsLinks
Awsome of VLM-CL. Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting
☆111Updated last week
Alternatives and similar repositories for Awesome-Continual-learning-of-Vision-Language-Models
Users that are interested in Awesome-Continual-learning-of-Vision-Language-Models are comparing it to the libraries listed below
Sorting:
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning☆94Updated 8 months ago
- Learning without Forgetting for Vision-Language Models (TPAMI 2025)☆47Updated 4 months ago
- Code for our NeurIPS´24 paper☆36Updated last year
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models☆105Updated last year
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"☆150Updated 2 years ago
- Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024☆254Updated 2 months ago
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆280Updated 2 years ago
- Consistent Prompting for Rehearsal-Free Continual Learning [CVPR2024]☆35Updated 5 months ago
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆54Updated last year
- ☆47Updated 7 months ago
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆88Updated 6 months ago
- ☆145Updated 11 months ago
- [ICCV 2023] A Unified Continual Learning Framework with General Parameter-Efficient Tuning☆88Updated last year
- Instruction Tuning in Continual Learning paradigm☆65Updated 9 months ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆109Updated last year
- Test-time Prompt Tuning (TPT) for zero-shot generalization in vision-language models (NeurIPS 2022))☆199Updated 3 years ago
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆105Updated last year
- [ICLR 2025] Official Implementation of Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection☆47Updated 3 months ago
- ☆31Updated 8 months ago
- External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)☆40Updated 2 months ago
- [NeurIPS 2023] Generalized Logit Adjustment☆39Updated last year
- This is an official implementation of our work, Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on V…☆16Updated last month
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆150Updated last year
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆88Updated last year
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power …☆51Updated last year
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆100Updated 4 months ago
- Pytorch implementation for "Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning" (ICML 2024)☆23Updated 6 months ago
- Generative Multi-modal Models are Good Class Incremental Learners, CVPR 2024 [PyTorch Code]☆50Updated 11 months ago
- [NeurIPS 2024] Code for Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models☆44Updated 8 months ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆171Updated last year