spiglerg / TF_ContinualLearningViaSynapticIntelligence
Tensorflow implementation of the `intelligent synapse' model from [Zenke et al., (2017)] and application to the Permuted MNIST benchmark.
☆22Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for TF_ContinualLearningViaSynapticIntelligence
- ☆13Updated 6 years ago
- Overcoming Catastrophic Forgetting by Incremental Moment Matching (IMM)☆34Updated 6 years ago
- Implementation of Bayesian Gradient Descent☆37Updated last year
- Implementation of iterative inference in deep latent variable models☆43Updated 5 years ago
- Implementation of Information Dropout☆39Updated 7 years ago
- [ECCV 2018] code for Choose Your Neuron: Incorporating Domain Knowledge Through Neuron Importance☆58Updated 6 years ago
- Implementation of the paper "Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory", Ron Amit and Ron Meir, ICML 2018☆22Updated 5 years ago
- Computing various norms/measures on over-parametrized neural networks☆49Updated 5 years ago
- ☆53Updated 5 years ago
- Pytorch Implementation of paper "Noisy Natural Gradient as Variational Inference"☆121Updated 6 years ago
- Neat and flexible implementation of MAML in pytorch: https://arxiv.org/abs/1703.03400☆59Updated 3 years ago
- Net2Net implementation on PyTorch for any possible vision layers.☆38Updated 7 years ago
- SupportNet: solving catastrophic forgetting in class incremental learning with support data☆34Updated 5 years ago
- Recurrent Back Propagation, Back Propagation Through Optimization, ICML 2018☆39Updated 5 years ago
- Code for the Paper "Centroid Networks for Few-Shot Clustering and Unsupervised Few-Shot Classification"☆23Updated 4 years ago
- SGD and Ordered SGD codes for deep learning, SVM, and logistic regression☆34Updated 4 years ago
- Reliable Uncertainty Estimates in Deep Neural Networks using Noise Contrastive Priors☆62Updated 4 years ago
- Growing Dual-Memory Self-Organizing Networks☆25Updated 5 years ago
- Implementation of Sum-Product Attend-Infer-Repeat☆30Updated 4 years ago
- ☆32Updated 5 years ago
- Lua implementation of Entropy-SGD☆81Updated 6 years ago
- ☆26Updated 4 years ago
- TensorFlow implementation of "noisy K-FAC" and "noisy EK-FAC".☆60Updated 5 years ago
- Code accompanying the ICML-2018 paper "Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace"☆39Updated 5 years ago
- Gradients as Features for Deep Representation Learning☆42Updated 4 years ago
- [ICLR'19] Meta-learning with differentiable closed-form solvers☆114Updated 4 years ago
- Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning☆37Updated 3 years ago
- Reproduction of "Learning to Learn by Gradient Descent by Gradient Descent"☆46Updated 5 years ago
- Implementation of Conditionally Shifted Neurons by Munkhdalai et al. (https://arxiv.org/pdf/1712.09926.pdf)☆29Updated 6 years ago
- Low-variance, efficient and unbiased gradient estimation for optimizing models with binary latent variables. (ICLR 2019)☆28Updated 5 years ago