Ghy0501 / Awesome-Continual-Learning-in-Generative-ModelsView external linksLinks
A Comprehensive Survey on Continual Learning in Generative Models.
☆117Feb 7, 2026Updated last week
Alternatives and similar repositories for Awesome-Continual-Learning-in-Generative-Models
Users that are interested in Awesome-Continual-Learning-in-Generative-Models are comparing it to the libraries listed below
Sorting:
- Awesome Incremental / Continual / Lifelong Generative Learning☆20Aug 7, 2025Updated 6 months ago
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆48Sep 8, 2025Updated 5 months ago
- A Comprehensive Survey of Continual Learning in Medical Scenarios☆20Sep 29, 2024Updated last year
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆38Jan 13, 2025Updated last year
- Learnable drift compensation (LDC) reduces semantic drift in continual learning using a trainable projector to map between tasks.☆18Nov 13, 2024Updated last year
- [CVPR2025] Synthetic Data is an Elegant GIFT for Continual Vision-Language Models☆23Jun 29, 2025Updated 7 months ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆119May 13, 2023Updated 2 years ago
- Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach, CVPR 2024☆22Jul 25, 2024Updated last year
- ☆21Apr 27, 2024Updated last year
- [ACM Computing Survey 2025] Recent Advances of Foundation Language Models-based Continual Learning: A Survey☆24Oct 6, 2025Updated 4 months ago
- ☆56Apr 3, 2023Updated 2 years ago
- [ICCV 2023] A Unified Continual Learning Framework with General Parameter-Efficient Tuning☆92Oct 9, 2024Updated last year
- Practical Continual Forgetting for Pre-trained Vision Models (CVPR 2024; T-PAMI 2026)☆70Jan 15, 2026Updated last month
- [ICLR 2025 Oral🔥] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning☆77Jun 27, 2025Updated 7 months ago
- [ICCV 2023] Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning☆31Dec 25, 2024Updated last year
- Code for CVPR 2024 paper - Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning☆30Nov 12, 2024Updated last year
- Instruction Tuning in Continual Learning paradigm☆71Feb 5, 2025Updated last year
- [ICML 2024] Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models☆35Sep 1, 2024Updated last year
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆562Jan 29, 2026Updated 2 weeks ago
- External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)☆51Nov 19, 2025Updated 2 months ago
- Official repository for Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning on ICCV 20…☆27Oct 26, 2024Updated last year
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆81Apr 1, 2025Updated 10 months ago
- 《2021医学健康数据分析与挖掘》课程论文 -- 基于BERT的20NewsGroups数据集新闻分类实验☆10Jun 22, 2021Updated 4 years ago
- ☆33May 19, 2023Updated 2 years ago
- [ACM MM '24 Poster] Official repository of paper titled "Towards Robustness Prompt Tuning with Fully Test-Time Adaptation for CLIP’s Zero…☆10Aug 6, 2024Updated last year
- Awsome of VLM-CL. Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting☆149Feb 3, 2026Updated last week
- ☆11Dec 6, 2024Updated last year
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆90Nov 15, 2024Updated last year
- ☆13Jun 9, 2025Updated 8 months ago
- ☆10May 10, 2024Updated last year
- ☆19Oct 16, 2025Updated 3 months ago
- Code for our NeurIPS´24 paper☆38Oct 28, 2024Updated last year
- The official implementation of our work CoSDA: Continual Source-Free Domain Adaptation.☆44Aug 28, 2023Updated 2 years ago
- [ICLR 2025] Official Implementation of Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection☆51Jul 30, 2025Updated 6 months ago
- A collection of deep semi-supervised learning resources☆13Jul 1, 2022Updated 3 years ago
- ☆10May 6, 2025Updated 9 months ago
- ☆10Sep 7, 2022Updated 3 years ago
- ☆16Apr 17, 2025Updated 9 months ago
- [MICCAI 2024] Embracing Massive Medical Data☆19Jul 5, 2024Updated last year