A Comprehensive Survey on Continual Learning in Generative Models.
☆144Feb 14, 2026Updated 2 months ago
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MCITlib: Multimodal Continual Instruction Tuning Library and Benchmark☆79Apr 12, 2026Updated last week
- [NeurIPS2024]☆36Dec 18, 2024Updated last year
- This is the official repo of MLLM-CL.☆63Oct 10, 2025Updated 6 months ago
- Awesome Incremental / Continual / Lifelong Generative Learning☆20Aug 7, 2025Updated 8 months ago
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆50Feb 16, 2026Updated 2 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The code repository for "Task-Agnostic Guided Feature Expansion for Class-Incremental Learning" (CVPR25)☆27Dec 31, 2025Updated 3 months ago
- The code repository for "Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning" (ICML24)☆11Jun 7, 2024Updated last year
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆40Jan 13, 2025Updated last year
- PyTorch implementation of MGRB (TKDE2022)☆10Sep 1, 2022Updated 3 years ago
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning☆110Mar 13, 2025Updated last year
- Continual RL with wold models (Collas 2023)☆21Dec 10, 2023Updated 2 years ago
- ✌ CLoG: Benchmarking Continual Learning of Image Generation Models☆20Jun 10, 2024Updated last year
- A Comprehensive Survey of Continual Learning in Medical Scenarios☆20Sep 29, 2024Updated last year
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆119May 13, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ACM Computing Survey 2025] Recent Advances of Foundation Language Models-based Continual Learning: A Survey☆26Oct 6, 2025Updated 6 months ago
- ☆57Apr 3, 2023Updated 3 years ago
- [CVPR'2025] Synthetic Data is an Elegant GIFT for Continual Vision-Language Models☆25Jun 29, 2025Updated 9 months ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆570Jan 29, 2026Updated 2 months ago
- This is an official PyTorch implementation of CBA: Improving Online Continual Learning via Continual Bias Adaptor.☆17Mar 11, 2026Updated last month
- [ICCV 2023] A Unified Continual Learning Framework with General Parameter-Efficient Tuning☆92Oct 9, 2024Updated last year
- ☆36Jan 9, 2026Updated 3 months ago
- Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach, CVPR 2024☆25Jul 25, 2024Updated last year
- Practical Continual Forgetting for Pre-trained Vision Models (CVPR 2024; T-PAMI 2026)☆72Jan 15, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- UnWave-Net: Unrolled Wavelet Network for Compton Tomography Image Reconstruction☆10Jul 6, 2025Updated 9 months ago
- [ICLR 2025] Official Implementation of Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection☆51Jul 30, 2025Updated 8 months ago
- Instruction Tuning in Continual Learning paradigm☆74Feb 5, 2025Updated last year
- [ICML 2024] Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models☆34Sep 1, 2024Updated last year
- [ICCV 2023] Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning☆30Dec 25, 2024Updated last year
- [MICCAI 2024] Embracing Massive Medical Data☆20Jul 5, 2024Updated last year
- ☆11May 6, 2025Updated 11 months ago
- Official PyTorch implementation for the ICML 2023 paper "Out-of-Distribution Generalization of Federated Learning via Implicit Invariant …☆13Oct 31, 2023Updated 2 years ago
- Code implementation of our ICCV 2025 paper: On Large Multimodal Models as Open-World Image Classifiers☆26Dec 4, 2025Updated 4 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆12Dec 6, 2024Updated last year
- ☆10Jul 22, 2025Updated 8 months ago
- ☆13Jan 16, 2025Updated last year
- [ICLR 2025 Oral🔥] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning☆87Jun 27, 2025Updated 9 months ago
- [WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments☆26Apr 12, 2023Updated 3 years ago
- Code for CVPR 2024 paper - Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning☆31Nov 12, 2024Updated last year
- ☆14Apr 20, 2025Updated 11 months ago