stijani / elastic-weight-consolidation-tf2Links
☆16Updated 3 years ago
Alternatives and similar repositories for elastic-weight-consolidation-tf2
Users that are interested in elastic-weight-consolidation-tf2 are comparing it to the libraries listed below
Sorting:
- TensorFlow v2 + Keras implementation of Elastic Weight Consolidation☆27Updated 4 years ago
- Continual Learning in Recurrent Neural Networks☆37Updated 3 years ago
- OnlineEWC and EWC++ implementations, the online versions of Elastic weight consolidation☆10Updated 5 years ago
- An implementation of EWC with PyTorch☆251Updated 6 years ago
- A working PyTorch implementation of the iCaRL algorithm (for Cifar100 experiments)☆10Updated 4 years ago
- A repository for some common operations for everyone☆16Updated last year
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆202Updated 4 years ago
- ACDWM (Adaptive Chunk-based Dynamic Weighted Majority)☆10Updated 5 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆214Updated 6 years ago
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆77Updated 2 years ago
- Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.☆53Updated 2 years ago
- Elastic weight consolidation technique for incremental learning.☆140Updated 4 years ago
- [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation☆54Updated 11 months ago
- PyTorch Implementation of iCaRL☆115Updated 6 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆295Updated last year
- Pytorch implementation of the paper, "Representation Learning with Contrastive Predictive Coding", or CPC, https://arxiv.org/pdf/1807.037…☆10Updated 3 years ago
- Autoencoder-based baseline system for DCASE2021 Challenge Task 2.☆28Updated 4 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆164Updated 3 years ago
- ☆28Updated 3 years ago
- Details of the datasets for Few-shot class-incremental audio classification☆10Updated last year
- Few-shot class-incremental audio classification, which can continually recognize novel audio classes without forgetting old ones☆9Updated 2 years ago
- Benchmarks for Out-of-Distribution Generalization in Time Series Tasks☆69Updated 2 years ago
- PyTorch implementation of the Deep SLDA method from our CVPRW-2020 paper "Lifelong Machine Learning with Deep Streaming Linear Discrimina…☆57Updated 2 years ago
- Source code for paper: UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification☆20Updated 3 years ago
- Code of the paper 'Neural Transformation Learning for Anomaly Detection' published in ICML 2021☆46Updated 3 years ago
- ☆99Updated 2 years ago
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆42Updated 2 years ago
- PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)☆85Updated 3 years ago
- A Meta-Learning Approach for Continual Anomaly Detection☆11Updated 4 years ago
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆64Updated 8 months ago