shaohua0116 / MultiDigitMNISTLinks
Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning
☆100Updated 3 years ago
Alternatives and similar repositories for MultiDigitMNIST
Users that are interested in MultiDigitMNIST are comparing it to the libraries listed below
Sorting:
- PyTorch Implementation of Neural Statistician☆60Updated 3 years ago
- Implementation of the variational continual learning method☆190Updated 6 years ago
- Implementation of Bayesian Gradient Descent☆37Updated last year
- ☆34Updated 3 years ago
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆100Updated 4 years ago
- ☆53Updated 7 years ago
- ☆76Updated last month
- A hub for paper reviews in Continual Learning☆26Updated 4 years ago
- A repository to keep track of literature on catastrophic forgetting☆37Updated 5 years ago
- Last-layer Laplace approximation code examples☆82Updated 3 years ago
- ☆45Updated 5 years ago
- Meta-Learning with Warped Gradient Descent☆93Updated 4 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Updated 4 years ago
- Code for "Supermasks in Superposition"☆124Updated last year
- ☆91Updated 5 years ago
- Variational Autoencoder with Spatial Broadcast Decoder☆35Updated 5 years ago
- Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge☆62Updated last year
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆76Updated 4 years ago
- Belief matching framework official implementation☆40Updated 2 years ago
- Memory efficient MAML using gradient checkpointing☆84Updated 5 years ago
- ☆83Updated last year
- Code for Self-Tuning Networks (ICLR 2019) https://arxiv.org/abs/1903.03088☆54Updated 5 years ago
- Computing various measures and generalization bounds on convolutional and fully connected networks☆35Updated 6 years ago
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆73Updated 5 years ago
- Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893☆88Updated 5 years ago
- Hybrid Discriminative-Generative Training via Contrastive Learning☆75Updated 2 years ago
- Official implementation of the paper "Topographic VAEs learn Equivariant Capsules"☆79Updated 3 years ago
- Implementation of MAML in numpy, deriving gradients and implementing backprop manually☆14Updated 6 years ago
- Reparameterize your PyTorch modules☆71Updated 4 years ago
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆105Updated 2 years ago