hmishra2250 / NTM-One-Shot-TF
One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow
☆243Updated 6 years ago
Alternatives and similar repositories for NTM-One-Shot-TF:
Users that are interested in NTM-One-Shot-TF are comparing it to the libraries listed below
- One-shot Learning with Memory-Augmented Neural Networks☆420Updated 6 years ago
- ☆68Updated 7 years ago
- Tensorflow implementations of Relational Networks and a VQA dataset named Sort-of-CLEVR proposed by DeepMind.☆321Updated 6 years ago
- Batch normalized LSTM for tensorflow☆179Updated 8 years ago
- TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)☆183Updated 4 years ago
- Adversarially Learned Inference☆310Updated 6 years ago
- Tensorflow implementation for DilatedRNN☆346Updated 7 years ago
- The first public PyTorch implementation of Attentive Recurrent Comparators☆147Updated 7 years ago
- Benchmark and build RL architectures that can do multitask and transfer learning.☆142Updated 2 years ago
- Example code for Weight Normalization, from "Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Netw…☆364Updated 6 years ago
- This is the project for LS-GAN (Loss-Sensitive GAN)☆213Updated 7 years ago
- Extremely simple one-shot learning in Python☆182Updated 8 years ago
- Cleaned original source code from my NIPS publication☆154Updated 7 years ago
- Tensorflow Implementation of GAN modeling for sequential data☆68Updated 7 years ago
- Fully differentiable deep-neural decision forest in tensorflow☆228Updated 7 years ago
- Tensorflow Implementation of Visual Interaction Networks☆131Updated 5 years ago
- Adaptive Computation Time algorithm in Tensorflow☆256Updated 7 years ago
- Neural Turing Machine (NTM) & Differentiable Neural Computer (DNC) with pytorch & visdom☆278Updated 6 years ago
- Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks☆101Updated 7 years ago
- 🏃 Implementation of Using Fast Weights to Attend to the Recent Past.☆268Updated 5 years ago
- auto-tuning momentum SGD optimizer☆287Updated 5 years ago
- An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf☆328Updated 6 years ago
- Recurrent Visual Attention Model☆135Updated 5 years ago
- A new kind of pooling layer for faster and sharper convergence☆76Updated 7 years ago
- Code for the paper "Adversarial Generator-Encoder Networks"☆285Updated 6 years ago
- Good Semi-Supervised Learning That Requires a Bad GAN☆181Updated 7 years ago
- My attempt at implementing CapsNet from the paper Dynamic Routing Between Capsules☆91Updated 7 years ago
- Recurrent Highway Networks - Implementations for Tensorflow, Torch7, Theano and Brainstorm☆404Updated 5 years ago
- Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.☆376Updated 7 years ago
- Unrolled Generative Adversarial Networks☆291Updated 6 years ago