Lifelong-ML / ELLA
Code for the ICML 2013 and AAAI 2013 papers on ELLA
☆12Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for ELLA
- ☆19Updated 9 years ago
- This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.☆59Updated 5 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
- Overcoming Catastrophic Forgetting by Incremental Moment Matching (IMM)☆34Updated 6 years ago
- Implementation of Bayesian Gradient Descent☆37Updated last year
- Library to manage machine learning problems as `Tasks' and to sample from Task distributions. Includes Tensorflow implementation of impli…☆48Updated 2 years ago
- ☆31Updated 2 years ago
- Code to reproduce experiments in "Meta-learning probabilistic inference for prediction"☆69Updated 3 years ago
- ☆53Updated 5 years ago
- Certifying Some Distributional Robustness with Principled Adversarial Training (https://arxiv.org/abs/1710.10571)☆45Updated 6 years ago
- Code for Unsupervised Learning via Meta-Learning.☆120Updated 5 years ago
- ARML for ICLR 2020☆42Updated 4 years ago
- Code for doubly stochastic gradients☆25Updated 10 years ago
- ☆35Updated 3 years ago
- Code for Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation☆21Updated 5 years ago
- ☆26Updated 6 years ago
- Implementation of EWC introduced by "Overcoming catastrophic forgetting in neural networks"☆15Updated 7 years ago
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆98Updated 6 years ago
- ☆30Updated 6 years ago
- MAML implementation (tensorflow)☆14Updated 5 years ago
- Code for "Neural causal learning from unknown interventions"☆99Updated 4 years ago
- ☆13Updated 6 years ago
- Code for the NIPS 2018 paper "Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions"☆18Updated 3 years ago
- Explaining a black-box using Deep Variational Information Bottleneck Approach☆46Updated 2 years ago
- ☆77Updated 3 years ago
- ☆27Updated 4 years ago
- Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018☆121Updated 4 years ago
- Generator loss to reduce mode-collapse and to improve the generated samples quality.☆34Updated 5 years ago
- ☆13Updated 2 years ago
- ☆16Updated 6 years ago