Mattdl / ContinualPrototypeEvolution
Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy (PPP) loss.
☆44Updated 3 years ago
Alternatives and similar repositories for ContinualPrototypeEvolution:
Users that are interested in ContinualPrototypeEvolution are comparing it to the libraries listed below
- Co^2L: Contrastive Continual Learning (ICCV2021)☆93Updated 2 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆108Updated last year
- ☆63Updated 3 years ago
- ☆29Updated last year
- ☆56Updated 2 years ago
- Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)☆122Updated 2 years ago
- ☆35Updated 3 years ago
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆45Updated 2 years ago
- Code for our CVPR 2022 workshop paper "Towards Exemplar-Free Continual Learning in Vision Transformers"☆22Updated 2 years ago
- Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)☆96Updated 2 years ago
- ☆35Updated 3 years ago
- Code Implementation for CVPR 2023 Paper: Class-Incremental Exemplar Compression for Class-Incremental Learning☆24Updated last year
- PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"☆36Updated 2 years ago
- Code for CVPR2022 paper "Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency"☆24Updated 2 years ago
- This is a public repository for:☆38Updated 3 years ago
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Updated 2 years ago
- [Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.☆27Updated last year
- PyTorch code for the ICCV'21 paper: "Always Be Dreaming: A New Approach for Class-Incremental Learning"☆62Updated 2 years ago
- Generative Feature Replay For Class-Incremental Learning☆37Updated 4 years ago
- ☆23Updated 2 years ago
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆44Updated last month
- Official repository of the paper 'Essentials for Class Incremental Learning'☆40Updated 3 years ago
- ☆58Updated last year
- The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Lea…☆47Updated last year
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆76Updated 2 years ago
- ☆20Updated 2 years ago
- ☆25Updated 3 years ago
- Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning☆26Updated last year
- ☆59Updated 3 years ago
- ☆48Updated last year