Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning
☆37Sep 28, 2021Updated 4 years ago
Alternatives and similar repositories for machine-learning-dgm
Users that are interested in machine-learning-dgm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆106Dec 8, 2022Updated 3 years ago
- Automatic Recall Machines: Internal Replay, Continual Learning and the Brain☆11Jul 14, 2020Updated 5 years ago
- ☆62Jan 15, 2019Updated 7 years ago
- A pytorch compatible data loader to create sequence of tasks for Continual Learning☆32Apr 14, 2020Updated 5 years ago
- Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020☆99Oct 3, 2023Updated 2 years ago
- Codebase for the paper titled "Continual learning with local module selection"☆25Nov 15, 2021Updated 4 years ago
- ☆26Jul 3, 2020Updated 5 years ago
- Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various …☆93Oct 4, 2023Updated 2 years ago
- Memory Aware Synapses method implementation code☆99Oct 8, 2018Updated 7 years ago
- ☆270Sep 29, 2021Updated 4 years ago
- Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"☆121Mar 19, 2020Updated 6 years ago
- Implementation of Latent Replay, a Continual Learning strategy for Real-Time / On The Edge applications☆14May 7, 2020Updated 5 years ago
- ☆74Jan 10, 2020Updated 6 years ago
- ☆11Jan 16, 2020Updated 6 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆120Aug 11, 2020Updated 5 years ago
- Overcoming Catastrophic Forgetting by Incremental Moment Matching (IMM)☆35Dec 27, 2017Updated 8 years ago
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆106Jun 27, 2022Updated 3 years ago
- Continual learning using variational prototype replays☆10Oct 17, 2020Updated 5 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆205Jul 25, 2024Updated last year
- This is a public repository for:☆38Aug 11, 2021Updated 4 years ago
- Implementation of the variational continual learning method☆197May 7, 2019Updated 6 years ago
- Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition☆65Apr 1, 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
- Relevant papers in Continual Learning☆740Jul 25, 2023Updated 2 years ago
- A clean and simple data loading library for Continual Learning☆446Jun 25, 2023Updated 2 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆220Jan 23, 2019Updated 7 years ago
- Official repository of the paper 'Essentials for Class Incremental Learning'☆42Sep 16, 2021Updated 4 years ago
- A PyTorch implementation of "Image Deformation Meta-Networks for One-Shot Learning"(CVPR 2019 Oral).☆49Jul 24, 2020Updated 5 years ago
- Learning Metrics from Teachers: Compact Networks for Image Embedding (CVPR19)☆76May 5, 2019Updated 6 years ago
- Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights☆184May 2, 2019Updated 6 years ago
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆167Nov 1, 2017Updated 8 years ago
- implement of ICDE 2019 paper: Robust High Dimensional Stream Classification with Novel Class Detection☆15Aug 15, 2020Updated 5 years ago
- ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild☆80Nov 30, 2022Updated 3 years ago
- ☆524Jul 5, 2021Updated 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
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆208Oct 12, 2021Updated 4 years ago
- Implementation of PReLUNet by chainer (Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification: https…☆11Feb 2, 2017Updated 9 years ago
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆147Mar 29, 2021Updated 4 years ago
- [NeurIPS 2020, Spotlight] Improved Schemes for Episodic Memory-based Lifelong Learning☆18Dec 12, 2020Updated 5 years ago