Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)
β153Aug 25, 2024Updated last year
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 Toolboxβ595Jan 29, 2026Updated 6 months ago
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power β¦β55Aug 17, 2024Updated last year
- Official repository for "CLIP model is an Efficient Continual Learner".β110Dec 13, 2022Updated 3 years ago
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"β161Oct 5, 2023Updated 2 years 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
- Deploy on Railway without the complexity - Free Credits Offer β’ 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)β285Nov 7, 2024Updated last year
- Learning without Forgetting for Vision-Language Models (TPAMI 2025)β65Jul 3, 2025Updated last year
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)β93Nov 15, 2024Updated last year
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22β205Oct 14, 2023Updated 2 years ago
- 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
- π π A curated list of awesome papers for incremental learning with pre-trained modelsβ57Jun 9, 2025Updated last year
- β[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Predictionβ31Oct 29, 2024Updated last year
- PyCIL: A Python Toolbox for Class-Incremental Learningβ1,098Jan 29, 2026Updated 6 months ago
- Virtual machines for every use case on DigitalOcean β’ AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022β147Jun 30, 2022Updated 4 years ago
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22β126Feb 12, 2023Updated 3 years ago
- The code repository for "Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration" (NeurIPS'23) in PyTorchβ70Jan 14, 2024Updated 2 years ago
- Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning οΌCVPR 2025οΌβ39Jan 28, 2026Updated 6 months ago
- Official code repo for CVPR 2024 Paper: Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformerβ29Aug 10, 2025Updated last year
- The code repository for "Co-Transport for Class-Incremental Learning" (ACM MM'21) in PyTorch.β13Dec 24, 2021Updated 4 years ago
- Generative Multi-modal Models are Good Class Incremental Learners, CVPR 2024 [PyTorch Code]β51Nov 21, 2024Updated last year
- Awesome Few-Shot Class-Incremental Learningβ251Jan 14, 2024Updated 2 years ago
- The code repository for "Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning" (ICML24)β12Jun 7, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The official implementation of the CVPR'2024 work Interference-Free Low-Rank Adaptation for Continual Learningβ113Mar 13, 2025Updated last year
- [AAAI 2025] The code repository for "MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.β57Apr 17, 2025Updated last year
- Code Implementation for CVPR 2023 Paper: Class-Incremental Exemplar Compression for Class-Incremental Learningβ26Jun 21, 2023Updated 3 years ago
- Prism: A Plug-in Reproducible Infrastructure for Scalable Multimodal Continual Instruction Tuningβ35Jun 15, 2026Updated last month
- Code for "Class-Incremental Learning for Action Recognition in Videos", ICCV 2021β22Oct 14, 2022Updated 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
- Official repository for Do Pre-trained Models Benefit Equally in Continual Learning? (Accepted to WACV'23)β26Oct 20, 2024Updated last year
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)β139Oct 31, 2023Updated 2 years ago
- Official implementation of "Mixture of Experts Meets Prompt-Based Continual Learning" (NeurIPS 2024)β44Aug 1, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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
- [ICCV 2023] A Unified Continual Learning Framework with General Parameter-Efficient Tuningβ94Oct 9, 2024Updated last year
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)β20Sep 26, 2023Updated 2 years ago
- β11Jul 21, 2023Updated 3 years ago
- The code repository for "Task-Agnostic Guided Feature Expansion for Class-Incremental Learning" (CVPR25)β27Dec 31, 2025Updated 7 months ago
- Code for NeurIPS 2022 paper βS-Prompts Learning with Pre-trained Transformers: An Occamβs Razor for Domain Incremental Learningββ106Sep 26, 2024Updated last year
- Official code of "Generating Instance-level Prompts for Rehearsal-free Continual Learning (ICCV 2023)"β42Nov 10, 2023Updated 2 years ago