PyTorch Implementation of iCaRL
☆119May 6, 2019Updated 6 years ago
Alternatives and similar repositories for icarl
Users that are interested in icarl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆102Aug 7, 2022Updated 3 years ago
- ☆270Sep 29, 2021Updated 4 years ago
- pytorch implementation of Large Scale Incremental Learning☆66Aug 2, 2020Updated 5 years ago
- Implementation of Learning without Forgetting paper☆131Mar 11, 2021Updated 5 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆408Oct 3, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,834Nov 5, 2025Updated 4 months ago
- Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."☆109Jul 25, 2024Updated last year
- Pytorch implementation of paper "Distillation Techniques for Pseudo-rehearsal Based Incremental Learning"☆14Dec 15, 2018Updated 7 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆194Apr 23, 2021Updated 4 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆208Oct 12, 2021Updated 4 years ago
- ☆11Jan 16, 2020Updated 6 years ago
- ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild☆80Nov 30, 2022Updated 3 years ago
- Awesome Incremental Learning☆4,427Mar 18, 2026Updated last week
- The rep for the RotateNetworks in ICPR18, Beijing, China.☆33Aug 28, 2018Updated 7 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆291Jul 25, 2024Updated last year
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆473Apr 10, 2025Updated 11 months ago
- Continuum Learning with GEM: Gradient Episodic Memory☆406Oct 22, 2018Updated 7 years ago
- ☆177Feb 21, 2022Updated 4 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆563May 26, 2023Updated 2 years ago
- Elastic weight consolidation technique for incremental learning.☆152Dec 23, 2020Updated 5 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆120Aug 11, 2020Updated 5 years ago
- ☆60Apr 1, 2022Updated 3 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,063Jan 29, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆74Jan 10, 2020Updated 6 years ago
- Official Implementation of "Random Path Selection for Incremental Learning" paper. NeurIPS 2019☆53Dec 15, 2022Updated 3 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆524Apr 26, 2021Updated 4 years ago
- ☆13Apr 1, 2022Updated 3 years ago
- Memory Aware Synapses method implementation code☆99Oct 8, 2018Updated 7 years ago
- A PyTorch implementation of the ECCV 2018 publication "Memory Aware Synapses: Learning what (not) to forget"☆61Nov 12, 2019Updated 6 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆205Jun 3, 2021Updated 4 years ago
- Memory Replay with Data Compression (ICLR 2022)☆16Sep 26, 2023Updated 2 years ago
- Reproducibility challenge project for a candidate paper of ICLR2018: Incremental Learning through Deep Adaption☆14Dec 20, 2017Updated 8 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆169Oct 29, 2021Updated 4 years ago
- An implementation of EWC with PyTorch☆259Mar 27, 2019Updated 6 years ago
- ☆23Jul 19, 2021Updated 4 years ago
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆121Aug 7, 2023Updated 2 years ago
- Lifelong Learning with Dynamically Expandable Networks☆20Feb 18, 2018Updated 8 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆106Dec 8, 2022Updated 3 years ago
- Code for "Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning"☆21Oct 26, 2022Updated 3 years ago