Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning
☆27Aug 3, 2023Updated 2 years ago
Alternatives and similar repositories for PCR
Users that are interested in PCR are comparing it to the libraries listed below
Sorting:
- Code for CVPR2022 paper "Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency"☆27Jul 18, 2022Updated 3 years ago
- ☆31Nov 4, 2023Updated 2 years ago
- This is an official PyTorch implementation of CBA: Improving Online Continual Learning via Continual Bias Adaptor.☆18Dec 17, 2023Updated 2 years ago
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Dec 8, 2022Updated 3 years ago
- [AAAI2024] Summarizing Stream Data for Memory-Restricted Online Continual Learning☆21Apr 30, 2024Updated last year
- Online Prototype Learning for Online Continual Learning (ICCV 2023)☆44Dec 8, 2023Updated 2 years ago
- ☆29Oct 20, 2021Updated 4 years ago
- Official repository for Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning on ICCV 20…☆27Oct 26, 2024Updated last year
- Multi-level Online Sequential Experts (MOSE) for online continual learning problem. (CVPR2024)☆24Nov 21, 2025Updated 3 months ago
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆56Feb 15, 2025Updated last year
- ☆17Jan 19, 2026Updated last month
- Code for the CVPR 2023 Paper: "Real-Time Evaluation in Online Continual Learning: A New Hope"☆19Aug 19, 2024Updated last year
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆89Nov 15, 2024Updated last year
- [ICCV 2023] A Unified Continual Learning Framework with General Parameter-Efficient Tuning☆92Oct 9, 2024Updated last year
- ☆10Nov 15, 2023Updated 2 years ago
- PyTorch implementation of "Learning from Students: Online Contrastive Distillation Network for General Continual Learning" (IJCAI 2022)☆11Dec 29, 2022Updated 3 years ago
- ☆12Apr 16, 2024Updated last year
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆81Apr 1, 2025Updated 10 months ago
- Generative Multi-modal Models are Good Class Incremental Learners, CVPR 2024 [PyTorch Code]☆49Nov 21, 2024Updated last year
- Continual Learning with Transformer☆25Sep 8, 2022Updated 3 years ago
- [ICLR 2024] - Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning☆31May 26, 2025Updated 9 months ago
- Codebase for " Reducing Representation Drift in Online Continual Learning"☆14Jun 8, 2021Updated 4 years ago
- [ICCV-2023] Heterogeneous Forgetting Compensation for Class-Incremental Learning☆12Dec 4, 2023Updated 2 years ago
- Collect papers about Mamba (a selective state space model).☆14Aug 6, 2024Updated last year
- Code for Improving Task-free Continual Learning by Distributionally Robust Memory Evolution (ICML 2022)☆11Aug 20, 2022Updated 3 years ago
- [CVPR 2024] Generative Unlearning for Any Identity☆34Feb 19, 2025Updated last year
- This repository demonstrates the application of our proposed task-free continual learning method on a synthetic experiment.☆13Jun 24, 2019Updated 6 years ago
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"☆156Oct 5, 2023Updated 2 years ago
- Pytorch Implementation for "Preserving Linear Separability in Continual Learning by Backward Feature Projection" (CVPR 2023)☆18Jun 29, 2023Updated 2 years ago
- ☆16Sep 5, 2023Updated 2 years ago
- ☆17Mar 9, 2025Updated 11 months ago
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆19Sep 26, 2023Updated 2 years ago
- ICLR2024 paper on Continual Learning☆37Apr 21, 2024Updated last year
- Code for NeurIPS 2021 paper "Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning".☆16Oct 18, 2021Updated 4 years ago
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆44Apr 8, 2024Updated last year
- Code for CVPR paper: Computationally Budgeted Continual Learning: What Does Matter?☆18Mar 16, 2024Updated last year
- Official code of "Generating Instance-level Prompts for Rehearsal-free Continual Learning (ICCV 2023)"☆44Nov 10, 2023Updated 2 years ago
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22☆203Oct 14, 2023Updated 2 years ago
- [ICCV 2023 Oral] Official PyTorch implementation of our paper for semi-supervised continual learning "A soft nearest-neighbor framework f…☆25Dec 17, 2024Updated last year