[ICLR 2025 Oralπ₯] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning
β84Jun 27, 2025Updated 8 months ago
Alternatives and similar repositories for SD-Lora-CL
Users that are interested in SD-Lora-CL are comparing it to the libraries listed below
Sorting:
- The official PyTorch implementation of CVPR2025 paper "Language Guided Concept Bottleneck Models for Interpretable Continual Learning"β32Jun 17, 2025Updated 8 months ago
- Official PyTorch implementation of our CVPR 2025 paper, "LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning."β17Mar 28, 2025Updated 11 months ago
- β51Apr 5, 2025Updated 11 months ago
- β19Oct 16, 2025Updated 4 months ago
- [ICCV 2025] Official code of paper "Dynamic Multi-Layer Null Space Projection for Vision-Language Continual Learning"β25Sep 8, 2025Updated 5 months ago
- This is the source code of F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental β¦β11Oct 19, 2024Updated last year
- External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)β51Nov 19, 2025Updated 3 months ago
- Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning οΌCVPR 2025οΌβ33Jan 28, 2026Updated last month
- This is the official repo of MLLM-CL.β62Oct 10, 2025Updated 4 months ago
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020β17Dec 8, 2022Updated 3 years ago
- The repo for HiRA paperβ36Jan 9, 2026Updated last month
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learningβ108Mar 13, 2025Updated 11 months ago
- Official repository for "CLIP model is an Efficient Continual Learner".β109Dec 13, 2022Updated 3 years ago
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.β81Apr 1, 2025Updated 11 months ago
- [ICLR 24 Oral/Outstanding Paper Honorable Mention Award π]β39Apr 21, 2024Updated last year
- [WACV 2025] Official implementation of "Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptation" by Xiwen Wei, Guihong Lβ¦β56Aug 26, 2025Updated 6 months ago
- β[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Predictionβ32Oct 29, 2024Updated last year
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)β19Sep 26, 2023Updated 2 years ago
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paperβ56Feb 15, 2025Updated last year
- Visual Prompt Tuning in Null Space for Continual Learning (NeurIPS 2024)β21Nov 15, 2025Updated 3 months ago
- β11May 16, 2025Updated 9 months ago
- [NeurIPS 2024] GACL: Exemplar-Free Generalized Analytic Continual Learningβ16Nov 5, 2024Updated last year
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)β37Oct 23, 2020Updated 5 years ago
- Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasksβ21Oct 24, 2022Updated 3 years ago
- β33Apr 22, 2025Updated 10 months ago
- [IEEE TMI 2024] GC2: Generalizable Continual Classification of Medical Imagesβ10Jun 4, 2024Updated last year
- DiffClass: Diffusion-Based Class Incremental Learningβ12Sep 26, 2024Updated last year
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)β152Aug 25, 2024Updated last year
- Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Visionβ11Jul 22, 2024Updated last year
- β13Nov 26, 2023Updated 2 years ago
- β17Nov 17, 2024Updated last year
- β11May 6, 2025Updated 10 months ago
- β16Dec 7, 2025Updated 3 months ago
- [TMLR] CoDeC: Communication-Efficient Decentralized Continual Learningβ12Apr 17, 2024Updated last year
- This repository will be posting analytic continual learning series, including Analytic Class-Incremental Learning (ACIL), Gaussian Kernelβ¦β282Dec 9, 2024Updated last year
- [CVPR 2025] CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answeriβ¦β51Jun 16, 2025Updated 8 months ago
- [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithmβ51Jan 26, 2025Updated last year
- β30Feb 28, 2026Updated last week
- β33Feb 24, 2025Updated last year