[ICLR 2025 Oral🔥] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning
☆98Jun 27, 2025Updated last year
Alternatives and similar repositories for SD-Lora-CL
Users that are interested in SD-Lora-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:
- ☆43Jul 14, 2025Updated last year
- Code for "Task-Driven Subspace Decomposition for Knowledge Sharing and Isolation in LoRA-based Continual Learning (ICML 2026)".☆28Oct 23, 2026Updated 2 weeks ago
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learning☆115Mar 13, 2025Updated last year
- [NeurIPS 2025] MiN: Mixture of Noise for Pre-Trained Model-Based Class-Incremental Learning☆20Sep 29, 2025Updated last year
- Code for "Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning" (AAAI-2026 poster)☆17Mar 13, 2026Updated 7 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.
- ☆53Apr 5, 2025Updated last year
- This is the official repo of MLLM-CL.☆70May 16, 2026Updated 5 months ago
- Visual Prompt Tuning in Null Space for Continual Learning (NeurIPS 2024)☆27Nov 15, 2025Updated 11 months ago
- [ICCV] CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning☆12Dec 12, 2025Updated 10 months ago
- Official PyTorch implementation of our CVPR 2025 paper, "LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning."☆19Mar 28, 2025Updated last year
- Official implementation of Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incrementa…☆15Oct 18, 2025Updated last year
- ICCV25 highlight☆62Jan 7, 2026Updated 9 months ago
- Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning (ICCV 2025)☆20Sep 23, 2025Updated last year
- The official PyTorch implementation of CVPR2025 paper "Language Guided Concept Bottleneck Models for Interpretable Continual Learning"☆40Jun 17, 2025Updated last year
- 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.
- ☆19Dec 7, 2025Updated 11 months ago
- Prism: A Plug-in Reproducible Infrastructure for Scalable Multimodal Continual Instruction Tuning☆54Oct 20, 2026Updated 2 weeks ago
- [NeurIPS 2025] Official implementation of "Mitigating Intra- and Inter-modal Forgetting in Continual Learning of Unified Multimodal Model…☆10Aug 16, 2026Updated 2 months ago
- Official repository for "CLIP model is an Efficient Continual Learner".☆112Dec 13, 2022Updated 3 years ago
- Learning without Forgetting for Vision-Language Models (TPAMI 2025)☆66Jul 3, 2025Updated last year
- ☆14May 6, 2025Updated last year
- Official implementation of "Mixture of Experts Meets Prompt-Based Continual Learning" (NeurIPS 2024)☆43Aug 1, 2025Updated last year
- MCITlib: Multimodal Continual Instruction Tuning Library and Benchmark☆108Updated this week
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆156Aug 25, 2024Updated 2 years 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.
- ☆12Oct 11, 2025Updated last year
- ☆66Jul 21, 2026Updated 3 months ago
- Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning （CVPR 2025）☆40Jan 28, 2026Updated 9 months ago
- ☆34Feb 24, 2025Updated last year
- ☆41Apr 22, 2025Updated last year
- The official implementation for "Learning Expandable and Adaptable Representations for Continual Learning" (NeurIPS2025)☆16Oct 9, 2026Updated 3 weeks ago
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆57Jun 1, 2026Updated 5 months ago
- The repo for HiRA paper☆38Jan 9, 2026Updated 9 months ago
- The implementation for FREE-Merging: Fourier Transform for Model Merging with Lightweight Experts (ICCV25)☆16Jun 26, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [CVPR2025] The implementation of Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental Learning☆21Dec 6, 2025Updated 11 months ago
- This is the official code for Any-SSR "Analytic Subspace Routing: How Recursive Least Squares Works in Continual Learning of Large Langua…☆27Jan 31, 2026Updated 9 months ago
- [CVPR 2025] CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answeri…☆63Jun 16, 2025Updated last year
- General Continual Learning Toolkits with FlyPrompt☆18Sep 4, 2026Updated 2 months ago
- This is an official implementation of our work, Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on V…☆18Sep 24, 2025Updated last year
- Code for paper "MoE-Adapters" CVPR2024 and "MoE-Adapters++" TPAMI2025☆284Sep 18, 2025Updated last year
- ACL 2024 (SRW), Official Codebase of our Paper: "MoExtend: Tuning New Experts for Modality and Task Extension"☆15Dec 3, 2024Updated last year