jindongwang / maml
Python implementation MAML (model-agnostic meta learning)
☆30Updated 3 years ago
Related projects: ⓘ
- My notes and assignment solutions for Stanford CS330 (Fall 2019 & 2020) Deep Multi-Task and Meta Learning☆41Updated 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
- An optimized version of SeqGAN in pytorch☆12Updated 6 years ago
- AE, VAE, and CVAE in PyTorch☆64Updated 5 years ago
- Tensorflow Implementation of One-Shot Learning with Memory Augmented Neural Network☆48Updated 6 years ago
- Meta learning for generative models.☆16Updated 5 years ago
- NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for class imbalance).☆34Updated 5 years ago
- Easy-to-follow Pytorch tutorial Notebook for Multi-Agent-Diverse-Generative-Adversarial-Networks☆32Updated 4 years ago
- pytorch neural network attention mechanism☆147Updated 5 years ago
- Wasserstein Based Domain Adaptation Model☆46Updated 5 years ago
- Unofficial PyTorch implementation of "GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint"☆29Updated 4 years ago
- A PyTorch implementation of the blocks from the _A Simple Neural Attentive Meta-Learner_ paper☆97Updated 6 years ago
- ☆27Updated this week
- Interpolation between Residual and Non-Residual Networks, ICML 2020. https://arxiv.org/abs/2006.05749☆26Updated 4 years ago
- Implementation of "A Simple Neural Attentive Meta-Learner" (SNAIL, https://arxiv.org/pdf/1707.03141.pdf) in PyTorch☆146Updated 5 years ago
- Meta-SGD Algorithms Implementation☆21Updated 2 months ago
- Gaussian prototypical network architecture for few-shot learning☆39Updated 4 years ago
- ☆19Updated 4 years ago
- pytorch implementation of VAE-Gumble-Softmax☆61Updated 4 years ago
- Reproduction of "Learning to Learn by Gradient Descent by Gradient Descent"☆45Updated 5 years ago
- Code for the paper Adversarial Robustness via Adversarial Label-Smoothing☆12Updated 4 years ago
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆99Updated 4 years ago
- Pytorch Adversarial Auto Encoder (AAE)☆86Updated 5 years ago
- ☆15Updated 4 years ago
- ☆16Updated 6 years ago
- Code for Unsupervised Learning via Meta-Learning.☆120Updated 5 years ago
- Notes and tutorials on "Mutual information and self-supervised learning"☆39Updated 4 years ago
- A tensorflow implement of Memory-Augmented Neural Network☆27Updated 3 years ago
- Meta learning framework with Tensorflow 2.0☆120Updated last year
- ☆42Updated this week