PyTorch Implementation of iCaRL
☆119May 6, 2019Updated 7 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:
- pytorch implementation of Large Scale Incremental Learning☆68Aug 2, 2020Updated 5 years ago
- Implementation of Learning without Forgetting paper☆133Mar 11, 2021Updated 5 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆410Oct 3, 2023Updated 2 years ago
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,872Nov 5, 2025Updated 8 months ago
- Pytorch implementation of paper "Distillation Techniques for Pseudo-rehearsal Based Incremental Learning"☆14May 5, 2026Updated 2 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A working PyTorch implementation of the iCaRL algorithm (for Cifar100 experiments)☆13Apr 20, 2021Updated 5 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆197Apr 23, 2021Updated 5 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆210Oct 12, 2021Updated 4 years ago
- ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild☆80Nov 30, 2022Updated 3 years ago
- The rep for the RotateNetworks in ICPR18, Beijing, China.☆33Aug 28, 2018Updated 7 years ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆290Jul 25, 2024Updated 2 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆471Apr 10, 2025Updated last year
- Continuum Learning with GEM: Gradient Episodic Memory☆408Oct 22, 2018Updated 7 years ago
- ☆178Feb 21, 2022Updated 4 years ago
- AI Agents on 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.
- The code repository for "Co-Transport for Class-Incremental Learning" (ACM MM'21) in PyTorch.☆13Dec 24, 2021Updated 4 years ago
- Elastic weight consolidation technique for incremental learning.☆154Dec 23, 2020Updated 5 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆121Aug 11, 2020Updated 5 years ago
- ☆62Apr 1, 2022Updated 4 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,096Jan 29, 2026Updated 5 months ago
- ☆76Jan 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.☆530Apr 26, 2021Updated 5 years ago
- ☆13Apr 1, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Memory Aware Synapses method implementation code☆100Oct 8, 2018Updated 7 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆121May 13, 2023Updated 3 years ago
- A PyTorch implementation of the ECCV 2018 publication "Memory Aware Synapses: Learning what (not) to forget"☆59Nov 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 5 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
- An implementation of EWC with PyTorch☆260Mar 27, 2019Updated 7 years ago
- End-to-End Incremental Learning☆67May 13, 2019Updated 7 years ago
- ☆23Jul 19, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Lifelong Learning with Dynamically Expandable Networks☆20Feb 18, 2018Updated 8 years ago
- Code for "Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning"☆20Oct 26, 2022Updated 3 years ago
- Code for PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning☆243Oct 7, 2018Updated 7 years ago
- Awesome Few-Shot Class-Incremental Learning☆250Jan 14, 2024Updated 2 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆252Sep 20, 2020Updated 5 years ago
- Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights☆183May 2, 2019Updated 7 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆223Jan 23, 2019Updated 7 years ago