A repository to keep track of literature on catastrophic forgetting
☆37Mar 10, 2020Updated 6 years ago
Alternatives and similar repositories for awesome-continual-learning
Users that are interested in awesome-continual-learning 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 list of papers, blogs, datasets and software in the field of lifelong/continual machine learning☆298Mar 6, 2021Updated 5 years ago
- Keras-based framework for implementing continual learning methods.☆10Feb 15, 2020Updated 6 years ago
- A Generic Multi-classifier Paradigm forIncremental Learning☆11Aug 22, 2020Updated 5 years ago
- ☆10Apr 24, 2021Updated 5 years ago
- CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!☆59Dec 13, 2022Updated 3 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.
- SupportNet: solving catastrophic forgetting in class incremental learning with support data☆35Jan 13, 2019Updated 7 years ago
- PyTorch Implementation of Self-Supervised Learning models☆13Apr 25, 2021Updated 5 years ago
- ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning☆49Aug 6, 2022Updated 3 years ago
- Relevant papers in Continual Learning☆742Jul 25, 2023Updated 2 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆120Aug 11, 2020Updated 5 years ago
- [ECCV 2020] Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization☆49Jun 22, 2022Updated 3 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆530Apr 26, 2021Updated 5 years ago
- DualNet: Learn Complementary Features for Image Recognition☆19Jul 21, 2017Updated 8 years ago
- Official code for paper "OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning"☆13Jun 19, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Implementation of the variational continual learning method☆197May 7, 2019Updated 7 years ago
- Generative Feature Replay For Class-Incremental Learning☆38Apr 16, 2020Updated 6 years ago
- Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search☆17Jul 25, 2024Updated last year
- This is the code for "Crypto Math" by Siraj Raval on Youtube☆28Jan 24, 2018Updated 8 years ago
- Automatic Recall Machines: Internal Replay, Continual Learning and the Brain☆11Jul 14, 2020Updated 5 years ago
- Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance tech…☆52Nov 23, 2023Updated 2 years ago
- Reproduction of "How Does Batch Normalization Help Optimization?" paper☆21Mar 28, 2019Updated 7 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
- Experimental framework for running pytorch experiments☆14Mar 6, 2023Updated 3 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 Large Scale Incremental Learning☆66Aug 2, 2020Updated 5 years ago
- ☆18Jan 10, 2020Updated 6 years ago
- Implementation of Latent Replay, a Continual Learning strategy for Real-Time / On The Edge applications☆14May 7, 2020Updated 6 years ago
- Tensorflow implementation of "Meta Dropout: Learning to Perturb Latent Features for Generalization" (ICLR 2020)☆27Apr 27, 2020Updated 6 years ago
- This repo contains the code used for NeurIPS 2019 paper "Asymmetric Valleys: Beyond Sharp and Flat Local Minima".☆14Oct 25, 2019Updated 6 years ago
- ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild☆80Nov 30, 2022Updated 3 years ago
- The source code for BMVC 2018 paper - Exemplar-Supported Generative Reproduction for Class Incremental Learning☆13Nov 4, 2018Updated 7 years ago
- ☆25May 20, 2020Updated 6 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆206Jul 25, 2024Updated last year
- 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.
- This is a PyTorch implementation of baseline model of IROS2019 lifelong object recognition challenge.☆15Oct 3, 2023Updated 2 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆223Jan 23, 2019Updated 7 years ago
- Official repository for CVPR2023 publication, GEN: Pushing the Limits of Softmax-Based Out-of-Distribution Detection☆19Sep 25, 2024Updated last year
- Unified notation for Markov Decision Processes PO(MDP)s☆24Apr 27, 2018Updated 8 years ago
- python + openCV for barcode detection☆12Nov 16, 2016Updated 9 years ago
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆113Aug 14, 2018Updated 7 years ago
- Implementation of the article Online Structured Laplace Approximations For Overcoming Catastrophic Forgetting (https://arxiv.org/pdf/1805…☆10Feb 1, 2019Updated 7 years ago