PyTorch Implementation of iCaRL
☆118May 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:
- ☆102Aug 7, 2022Updated 4 years ago
- ☆274Sep 29, 2021Updated 5 years ago
- pytorch implementation of Large Scale Incremental Learning☆68Aug 2, 2020Updated 6 years ago
- Implementation of Learning without Forgetting paper☆130Mar 11, 2021Updated 5 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆411Oct 3, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,891Nov 5, 2025Updated 11 months ago
- Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."☆111Jul 25, 2024Updated 2 years ago
- A working PyTorch implementation of the iCaRL algorithm (for Cifar100 experiments)☆13Apr 20, 2021Updated 5 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆195Apr 23, 2021Updated 5 years ago
- ☆177Feb 21, 2022Updated 4 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆120Aug 11, 2020Updated 6 years ago
- Awesome Incremental Learning☆4,527Oct 26, 2026Updated last week
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆472Apr 10, 2025Updated last year
- Reproducibility challenge project for a candidate paper of ICLR2018: Incremental Learning through Deep Adaption☆14Dec 20, 2017Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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.☆32Aug 28, 2018Updated 8 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆210Oct 12, 2021Updated 5 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆407Oct 22, 2018Updated 8 years ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆285Jul 25, 2024Updated 2 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆569May 26, 2023Updated 3 years ago
- ☆62Apr 1, 2022Updated 4 years ago
- ☆11Jan 16, 2020Updated 6 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,115Jan 29, 2026Updated 9 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Evaluate three types of task shifting with popular continual learning algorithms.☆530Apr 26, 2021Updated 5 years ago
- The code repository for "Co-Transport for Class-Incremental Learning" (ACM MM'21) in PyTorch.☆13Dec 24, 2021Updated 4 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆204Jun 3, 2021Updated 5 years ago
- Elastic weight consolidation technique for incremental learning.☆152Dec 23, 2020Updated 5 years ago
- ☆75Jan 10, 2020Updated 6 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆119May 13, 2023Updated 3 years ago
- Official Implementation of "Random Path Selection for Incremental Learning" paper. NeurIPS 2019☆53Dec 15, 2022Updated 3 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆176Oct 29, 2021Updated 5 years ago
- Memory Aware Synapses method implementation code☆98Oct 8, 2018Updated 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.
- Code for PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning☆244Oct 7, 2018Updated 8 years ago
- A PyTorch implementation of the ECCV 2018 publication "Memory Aware Synapses: Learning what (not) to forget"☆60Nov 12, 2019Updated 6 years ago
- ☆13Apr 1, 2022Updated 4 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆140Oct 31, 2023Updated 3 years ago
- An implementation of EWC with PyTorch☆259Mar 27, 2019Updated 7 years ago
- Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights☆183May 2, 2019Updated 7 years ago
- ☆12Apr 16, 2024Updated 2 years ago