Generative Feature Replay For Class-Incremental Learning
☆38Apr 16, 2020Updated 6 years ago
Alternatives and similar repositories for GFR-IL
Users that are interested in GFR-IL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Generic Multi-classifier Paradigm forIncremental Learning☆11Aug 22, 2020Updated 5 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆119Aug 11, 2020Updated 5 years ago
- ☆62Jan 15, 2019Updated 7 years ago
- This is the official repository for Batch Level Distillation (BLD)☆15Jan 25, 2021Updated 5 years ago
- AR1* with Latent Replay, implemented in PyTorch☆30May 8, 2020Updated 6 years 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.
- ☆54Nov 22, 2019Updated 6 years ago
- ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild☆80Nov 30, 2022Updated 3 years ago
- Implementation of Latent Replay, a Continual Learning strategy for Real-Time / On The Edge applications☆14May 7, 2020Updated 6 years ago
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆167Nov 1, 2017Updated 8 years ago
- We introduce a model of lifelong learning, based on a Network of Experts. New tasks / experts are learned and added to the model sequenti…☆11Aug 8, 2017Updated 8 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆208Oct 12, 2021Updated 4 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆196Apr 23, 2021Updated 5 years ago
- ☆76Jan 10, 2020Updated 6 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆253May 25, 2023Updated 2 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.
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆106Dec 8, 2022Updated 3 years ago
- Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."☆109Jul 25, 2024Updated last year
- Code for Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation☆21May 7, 2019Updated 7 years ago
- ☆177Feb 21, 2022Updated 4 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆411Oct 3, 2023Updated 2 years ago
- Pytorch implementation of paper "Distillation Techniques for Pseudo-rehearsal Based Incremental Learning"☆14May 5, 2026Updated 2 weeks ago
- ☆61Mar 23, 2022Updated 4 years ago
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆77Mar 25, 2023Updated 3 years ago
- R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning, ECCV2022 [PyTorch Code]☆14Sep 19, 2022Updated 3 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.
- Learning Metrics from Teachers: Compact Networks for Image Embedding (CVPR19)☆76May 5, 2019Updated 7 years ago
- ☆51Feb 10, 2021Updated 5 years ago
- PyTorch implementation of the REMIND method from our ECCV-2020 paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"☆83Sep 20, 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…☆1,855Nov 5, 2025Updated 6 months ago
- Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition☆65Apr 1, 2022Updated 4 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
- Implementation of the variational continual learning method☆196May 7, 2019Updated 7 years ago
- Role-Wise Data Augmentation for Knowledge Distillation☆19Nov 22, 2022Updated 3 years ago
- ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping☆16Jul 5, 2023Updated 2 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.
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆250Sep 20, 2020Updated 5 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆222Jan 23, 2019Updated 7 years ago
- Overcoming Catastrophic Forgetting by Incremental Moment Matching (IMM)☆35Dec 27, 2017Updated 8 years ago
- ☆21Mar 12, 2025Updated last year
- One-Shot Unsupervised Cross Domain Detection☆13Nov 22, 2022Updated 3 years ago
- ☆18Oct 3, 2023Updated 2 years ago
- TF-FD☆20Nov 19, 2022Updated 3 years ago