This is the official repo of MLLM-CL.
☆68May 16, 2026Updated 2 months ago
Alternatives and similar repositories for MLLM-CL
Users that are interested in MLLM-CL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆56Jun 1, 2026Updated 2 months ago
- [EMNLP'25 main] Official Implementation of ModalPrompt: Towards Efficient Multimodal Continual Instruction Tuning with Dual-Modality Guid…☆27Feb 8, 2026Updated 6 months ago
- [ICCV 2025] Official Implementation of Federated Continual Instruction Tuning☆17Aug 10, 2025Updated last year
- [CVPR 2025] CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answeri…☆61Jun 16, 2025Updated last year
- This is the official code implementation of "SMoLoRA: Exploring and Defying Dual Catastrophic Forgetting in Continual Visual Instruction …☆17Feb 27, 2026Updated 5 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A Comprehensive Survey on Continual Learning in Generative Models.☆165Jun 1, 2026Updated 2 months ago
- [NeurIPS 2025] MiN: Mixture of Noise for Pre-Trained Model-Based Class-Incremental Learning☆20Sep 29, 2025Updated 10 months ago
- Code and data for VTCBench, a VLM benchmark for long-context understanding capabilities under vision-text compression paradigm.☆27Mar 16, 2026Updated 4 months ago
- Official Implementation of our ICML 2025 paper: "D-MoLE: Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction …☆27Jan 11, 2026Updated 7 months ago
- ☆11May 16, 2025Updated last year
- ☆13May 6, 2025Updated last year
- [ICLR 2025 Oral🔥] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning☆95Jun 27, 2025Updated last year
- [NeurIPS'25 Spotlight🔥] Official Implementation of RobustMerge: Parameter-Efficient Model Merging for MLLMs with Direction Robustness☆67Jun 24, 2026Updated last month
- [ICCV 2025] Official code of paper "Dynamic Multi-Layer Null Space Projection for Vision-Language Continual Learning"☆27Sep 8, 2025Updated 11 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Prism: A Plug-in Reproducible Infrastructure for Scalable Multimodal Continual Instruction Tuning☆36Jun 15, 2026Updated 2 months ago
- ☆12Jul 4, 2024Updated 2 years ago
- ICCV25 highlight☆60Jan 7, 2026Updated 7 months ago
- Official code repo for CVPR 2024 Paper: Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer☆29Aug 10, 2025Updated last year
- ☆15Mar 18, 2026Updated 4 months ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆595Jan 29, 2026Updated 6 months ago
- Instruction Tuning in Continual Learning paradigm☆82Feb 5, 2025Updated last year
- CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning☆17Mar 21, 2024Updated 2 years ago
- Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning （CVPR 2025）☆39Jan 28, 2026Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Awsome of VLM-CL. Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting☆213Updated this week
- The official PyTorch implementation of CVPR2025 paper "Language Guided Concept Bottleneck Models for Interpretable Continual Learning"☆37Jun 17, 2025Updated last year
- Official code for "Continual Learning in the Frequency Domain" (NeurIPS 2024)☆14Mar 18, 2025Updated last year
- [ICLR 2025] Official PyTorch implementation of our paper for general continual learning "Advancing Prompt-Based Methods for Replay-Indepe…☆18Dec 21, 2025Updated 7 months ago
- Learning without Forgetting for Vision-Language Models (TPAMI 2025)☆65Jul 3, 2025Updated last year
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models☆111Mar 5, 2024Updated 2 years ago
- Official repository for "CLIP model is an Efficient Continual Learner".☆110Dec 13, 2022Updated 3 years ago
- 📖Curated list about reasoning abilitiy of MLLM, including OpenAI o1, OpenAI o3-mini, and Slow-Thinking.☆13Feb 7, 2025Updated last year
- Practical Continual Forgetting for Pre-trained Vision Models (CVPR 2024; T-PAMI 2026)☆76Jan 15, 2026Updated 7 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆13Apr 1, 2022Updated 4 years ago
- [ECCV2024] PyTorch implementation of "PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning"☆25Sep 25, 2024Updated last year
- [NeurIPS 2024] GACL: Exemplar-Free Generalized Analytic Continual Learning☆19Nov 5, 2024Updated last year
- Code for paper "MoE-Adapters" CVPR2024 and "MoE-Adapters++" TPAMI2025☆279Sep 18, 2025Updated 10 months ago
- an incremental learning framework☆47Sep 9, 2023Updated 2 years ago
- PyTorch implementation of paper "Evolving Parameterized Prompt Memory for Continual Learning" in AAAI 2024 (Oral).☆13Apr 15, 2024Updated 2 years ago
- Code for our NeurIPS´24 paper☆38Oct 28, 2024Updated last year