This is the official implementation of our NeurIPS 2025 paper "Gated Integration of Low-Rank Adaptation for Continual Learning of Large Language Models".
☆25Aug 15, 2026Updated 2 weeks ago
Alternatives and similar repositories for gainlora
Users that are interested in gainlora are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning" (AAAI-2026 poster)☆16Mar 13, 2026Updated 5 months ago
- ☆40Jul 14, 2025Updated last year
- Code for the paper "FIRE: Frobenius-Isometry Reinitialization for Balancing the Stability–Plasticity Tradeoff" (ICLR 2026 Oral)☆30Apr 27, 2026Updated 4 months ago
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)☆15Nov 15, 2024Updated last year
- [ICLR 2025] Official PyTorch implementation of our paper for general continual learning "Advancing Prompt-Based Methods for Replay-Indepe…☆18Dec 21, 2025Updated 8 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.
- Official PyTorch implementation of our CVPR 2025 paper, "LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning."☆18Mar 28, 2025Updated last year
- The official implementation for "Learning Expandable and Adaptable Representations for Continual Learning" (NeurIPS2025)☆15Jan 18, 2026Updated 7 months ago
- The code repository for "Task-Agnostic Guided Feature Expansion for Class-Incremental Learning" (CVPR25)☆27Dec 31, 2025Updated 8 months ago
- ☆62Jul 21, 2026Updated last month
- ☆40Aug 26, 2025Updated last year
- ☆41Apr 22, 2025Updated last year
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆57Jul 9, 2024Updated 2 years ago
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆20Sep 26, 2023Updated 2 years ago
- Code for "Task-Driven Subspace Decomposition for Knowledge Sharing and Isolation in LoRA-based Continual Learning (ICML 2026)".☆24Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [CVPR 2025] CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answeri…☆62Jun 16, 2025Updated last year
- Implementation for paper 'Coreset Selection via Reducible Loss in Continual Learning'☆17Sep 19, 2025Updated 11 months ago
- ☆13May 6, 2025Updated last year
- Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning （CVPR 2025）☆39Jan 28, 2026Updated 7 months ago
- [ECCV2024] PyTorch implementation of "PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning"☆25Sep 25, 2024Updated last year
- ICCV25 highlight☆61Jan 7, 2026Updated 7 months ago
- 🧩 [ICLR 2026] Revisiting Weight Regularization for Low-Rank Continual Learning☆22May 18, 2026Updated 3 months ago
- [ICLR 2025 Oral🔥] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning☆95Jun 27, 2025Updated last year
- [CVPR2025] The implementation of Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental Learning☆21Dec 6, 2025Updated 8 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.
- Official implementation of "Mixture of Experts Meets Prompt-Based Continual Learning" (NeurIPS 2024)☆43Aug 1, 2025Updated last year
- A Comprehensive Survey on Continual Learning in Generative Models.☆168Jun 1, 2026Updated 2 months ago
- Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]☆62Dec 10, 2024Updated last year
- Learning without Forgetting for Vision-Language Models (TPAMI 2025)☆65Jul 3, 2025Updated last year
- HACSurv: A Hierarchical Copula-based Approach for Survival Analysis with Dependent Competing Risks☆14Jun 6, 2026Updated 2 months ago
- [ICML 2025 Oral] Code for paper "Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning"☆24Aug 8, 2025Updated last year
- ☆23May 8, 2025Updated last year
- ☆13Oct 3, 2023Updated 2 years ago
- ☆17Jun 7, 2024Updated 2 years 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.
- Official code repo for CVPR 2024 Paper: Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer☆29Aug 10, 2025Updated last year
- This is the official code for Any-SSR "Analytic Subspace Routing: How Recursive Least Squares Works in Continual Learning of Large Langua…☆26Jan 31, 2026Updated 7 months ago
- Converting Aerial | Satellite images in RGB to the digital map using GAN (Pix2Pix).☆12Dec 7, 2020Updated 5 years ago
- The Official PyTorch implementation of Shared LoRA Subspaces for almost Strict Continual Learning☆35May 7, 2026Updated 3 months ago
- ☆14Aug 5, 2020Updated 6 years ago
- ☆11Aug 18, 2021Updated 5 years ago
- ☆11May 16, 2025Updated last year