This is an implementation of Elastic Weight Consolidation algorithm introduced in Overcoming catastrophic forgetting in neural networks.
☆67Apr 1, 2018Updated 7 years ago
Alternatives and similar repositories for Elastic-Weight-Consolidation
Users that are interested in Elastic-Weight-Consolidation are comparing it to the libraries listed below
Sorting:
- Demo of Elastic Weight Consolidation to allow a neural network to learn different datasets in sequence.☆17Jun 12, 2023Updated 2 years ago
- Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow☆306May 23, 2020Updated 5 years ago
- An implementation of EWC with PyTorch☆257Mar 27, 2019Updated 6 years ago
- Implementation of EWC introduced by "Overcoming catastrophic forgetting in neural networks"☆17Jun 9, 2017Updated 8 years ago
- Keras-based framework for implementing continual learning methods.☆10Feb 15, 2020Updated 6 years ago
- Linear Mode Connectivity in Multitask and Continual Learning: https://arxiv.org/abs/2010.04495☆12Oct 12, 2020Updated 5 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
- Recommending News Articles to Twitter Users based on their Tweets☆12Jun 21, 2022Updated 3 years ago
- Overcoming Catastrophic Forgetting by Incremental Moment Matching (IMM)☆35Dec 27, 2017Updated 8 years ago
- ☆16Apr 9, 2021Updated 4 years ago
- ☆15Mar 3, 2023Updated 3 years ago
- Rethinking Multi-domain Generalization with A General Learning Objective, accepted by cvpr24☆19Nov 18, 2024Updated last year
- [ECCV 2018] code for Choose Your Neuron: Incorporating Domain Knowledge Through Neuron Importance☆57Aug 8, 2018Updated 7 years ago
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆110Aug 14, 2018Updated 7 years ago
- ☆74Dec 8, 2022Updated 3 years ago
- Tensorflow implementation of the `intelligent synapse' model from [Zenke et al., (2017)] and application to the Permuted MNIST benchmark.☆22Aug 2, 2017Updated 8 years ago
- ☆20Feb 16, 2026Updated 3 weeks ago
- Reproducing and Improving CheXNet: Deep Learning for Chest X-ray Disease Classification☆17Feb 24, 2026Updated 2 weeks ago
- Codebase for SEFS: Self-Supervision Enhanced Feature Selection with Correlated Gates☆24Sep 11, 2023Updated 2 years ago
- Elastic weight consolidation technique for incremental learning.☆152Dec 23, 2020Updated 5 years ago
- [ACL2023] Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference☆24Dec 25, 2023Updated 2 years ago
- ☆24Apr 14, 2019Updated 6 years ago
- ☆24Mar 3, 2023Updated 3 years ago
- Network Traffic Identification with Convolutional Neural Networks☆27Jan 23, 2019Updated 7 years ago
- Code for CVPR 2024 paper - Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning☆31Nov 12, 2024Updated last year
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,829Nov 5, 2025Updated 4 months ago
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆32Oct 29, 2024Updated last year
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆29Jan 30, 2024Updated 2 years ago
- Find more info @ youtube.com/axiomaticuncertainty☆11Aug 20, 2018Updated 7 years ago
- TensorFlow v2 + Keras implementation of Elastic Weight Consolidation☆27May 4, 2021Updated 4 years ago
- External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)☆52Nov 19, 2025Updated 3 months ago
- Implementation for <Neural Similarity Learning> in NeurIPS'19.☆33Aug 23, 2020Updated 5 years ago
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆34Mar 28, 2020Updated 5 years ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆289Jul 25, 2024Updated last year
- ☆10Oct 9, 2017Updated 8 years ago
- Hierarchical Deep RL Network☆31Feb 20, 2017Updated 9 years ago
- Fastened CROWN: Tightened Neural Network Robustness Certificates☆10Feb 10, 2020Updated 6 years ago
- Tool for testing IPv4 and IPv6 DHCP services☆13Mar 27, 2020Updated 5 years ago
- ☆10Sep 16, 2022Updated 3 years ago