SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training
☆54Aug 17, 2024Updated last year
Alternatives and similar repositories for SLCA
Users that are interested in SLCA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆92Nov 15, 2024Updated last year
- Official code repo for CVPR 2024 Paper: Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer☆29Aug 10, 2025Updated 10 months ago
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆153Aug 25, 2024Updated last year
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22☆125Feb 12, 2023Updated 3 years ago
- ☆10Sep 7, 2022Updated 3 years ago
- 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.
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆20Sep 26, 2023Updated 2 years ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆587Jan 29, 2026Updated 5 months ago
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆31Oct 29, 2024Updated last year
- Official implementation of "Mixture of Experts Meets Prompt-Based Continual Learning" (NeurIPS 2024)☆44Aug 1, 2025Updated 11 months ago
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆59Feb 15, 2025Updated last year
- ☆30Nov 4, 2023Updated 2 years ago
- ☆20Mar 12, 2025Updated last year
- 🔥 🔥 [ECCV 2024 Oral ] Official code for "Weighted Ensemble Models Are Strong Continual Learners"☆30Apr 16, 2025Updated last year
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,094Jan 29, 2026Updated 5 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.
- Class-Incremental Learning: A Survey (TPAMI 2024)☆283Nov 7, 2024Updated last year
- [ICCV-2023] Heterogeneous Forgetting Compensation for Class-Incremental Learning☆12Dec 4, 2023Updated 2 years ago
- Official repository for Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning on ICCV 20…☆32Oct 26, 2024Updated last year
- [ICLR2025] HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts☆22Aug 1, 2025Updated 11 months ago
- The code implementation of the <Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning> in The Co…☆14May 25, 2023Updated 3 years ago
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆105Sep 26, 2024Updated last year
- Official repository for "CLIP model is an Efficient Continual Learner".☆109Dec 13, 2022Updated 3 years ago
- ☆17Nov 3, 2022Updated 3 years ago
- Online Prototype Learning for Online Continual Learning (ICCV 2023)☆46Dec 8, 2023Updated 2 years 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.
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆57Jul 9, 2024Updated last year
- An Efficient Dataset Condensation Plugin and Its Application to Continual Learning. NeurIPS, 2023.☆12Nov 29, 2023Updated 2 years ago
- Continual Evidential Deep Learning ICCVW 2023☆14Nov 3, 2023Updated 2 years ago
- ☆33Feb 24, 2025Updated last year
- Official Pytorch implementation of 'Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning'? (ICLR2024)☆13Mar 8, 2024Updated 2 years ago
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆84Apr 1, 2025Updated last year
- [CVPR2024] Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation☆19Sep 3, 2024Updated last year
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models☆109Mar 5, 2024Updated 2 years ago
- Official Repository for the ICML 2023 paper "BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning"☆16Oct 11, 2023Updated 2 years 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.
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)☆17Nov 15, 2024Updated last year
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆477Jul 30, 2024Updated last year
- Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning☆45Nov 12, 2024Updated last year
- [CVPR 2023] Regularizing Second-Order Influences for Continual Learning☆38May 19, 2023Updated 3 years ago
- ☆158Mar 27, 2026Updated 3 months ago
- Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning☆15Feb 14, 2023Updated 3 years ago
- ☆24Apr 7, 2024Updated 2 years ago