Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)
β154Aug 25, 2024Updated 2 years ago
Alternatives and similar repositories for RevisitingCIL
Users that are interested in RevisitingCIL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π PILOT: A Pre-trained Model-Based Continual Learning Toolboxβ608Jan 29, 2026Updated 9 months ago
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.β83Apr 1, 2025Updated last year
- Official repository for "CLIP model is an Efficient Continual Learner".β112Dec 13, 2022Updated 3 years ago
- Learning without Forgetting for Vision-Language Models (TPAMI 2025)β65Jul 3, 2025Updated last year
- Class-Incremental Learning: A Survey (TPAMI 2024)β288Nov 7, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"β161Oct 5, 2023Updated 3 years ago
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power β¦β56Aug 17, 2024Updated 2 years ago
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)β92Nov 15, 2024Updated last year
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paperβ60Feb 15, 2025Updated last year
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ β¦β478Jul 30, 2024Updated 2 years ago
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022β146Jun 30, 2022Updated 4 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learningβ1,115Jan 29, 2026Updated 9 months ago
- π π A curated list of awesome papers for incremental learning with pre-trained modelsβ57Jun 9, 2025Updated last year
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22β125Feb 12, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits β’ AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learningβ115Mar 13, 2025Updated last year
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22β204Oct 14, 2023Updated 3 years ago
- β[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Predictionβ31Oct 29, 2024Updated 2 years ago
- Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning οΌCVPR 2025οΌβ40Jan 28, 2026Updated 9 months ago
- Awesome Few-Shot Class-Incremental Learningβ253Jan 14, 2024Updated 2 years ago
- β53Apr 5, 2025Updated last year
- The code repository for "Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration" (NeurIPS'23) in PyTorchβ71Jan 14, 2024Updated 2 years ago
- Prism: A Plug-in Reproducible Infrastructure for Scalable Multimodal Continual Instruction Tuningβ52Oct 20, 2026Updated last week
- Official code repo for CVPR 2024 Paper: Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformerβ29Aug 10, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits β’ AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Generative Multi-modal Models are Good Class Incremental Learners, CVPR 2024 [PyTorch Code]β51Nov 21, 2024Updated last year
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)β140Oct 31, 2023Updated 3 years ago
- The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorchβ47Mar 21, 2023Updated 3 years ago
- The code repository for "Co-Transport for Class-Incremental Learning" (ACM MM'21) in PyTorch.β13Dec 24, 2021Updated 4 years ago
- Official repository for Do Pre-trained Models Benefit Equally in Continual Learning? (Accepted to WACV'23)β26Oct 20, 2024Updated 2 years ago
- The code repository for "Task-Agnostic Guided Feature Expansion for Class-Incremental Learning" (CVPR25)β28Dec 31, 2025Updated 9 months ago
- Codebase used in the paper "Foundational Models for Continual Learning: An Empirical Study of Latent Replay".β29Jan 24, 2023Updated 3 years ago
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Modelsβ111Mar 5, 2024Updated 2 years ago
- The implementation for ICLR2023 paper: "BEEF: Bi-Compatible Class-Incremental Learning via Energy-Based Expansion and Fusion" in PyTorch.β18May 25, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer β’ AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ICCV 2023] A Unified Continual Learning Framework with General Parameter-Efficient Tuningβ95Oct 9, 2024Updated 2 years ago
- β42Jul 14, 2025Updated last year
- Code Implementation for CVPR 2023 Paper: Class-Incremental Exemplar Compression for Class-Incremental Learningβ28Jun 21, 2023Updated 3 years ago
- [AAAI 2025] The code repository for "MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.β57Apr 17, 2025Updated last year
- The code repository for "Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning" (ICML24)β12Jun 7, 2024Updated 2 years ago
- Code for NeurIPS 2022 paper βS-Prompts Learning with Pre-trained Transformers: An Occamβs Razor for Domain Incremental Learningββ106Sep 26, 2024Updated 2 years ago
- Code for "Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning" (AAAI-2026 poster)β17Mar 13, 2026Updated 7 months ago