Sub-Scene recognition and visualization
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Updated
Dec 30, 2016 - Python
Sub-Scene recognition and visualization
Projects for Rice Undergraduate Data Science Summer Program
Matching Networks for One-Shot Learning in PyTorch
Real-time tweet reading with custom-trained voice models
Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
Implementation of Siamese Network using MXNet/Gluon
One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow
Matching Networks for One Shot Learning
CLEAR: Cumulative LEARning for one-shot one-class image recognition (CVPR 2018)
Code for the paper "A hippocampal model for behavioral time acquisition and fast bidirectional replay of spatio-temporal memory sequences"
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
Development of few-shot learning tool for a variety of image classes, utitilizing features extracted from ConvNets.
Codes for low-shot-shrink-hallucinate paper imported from official repository and with added helper functions
Curated List of Few shot and One shot Learning Papers and resources
Meta-learning by applying MAML to an inner variational auto-encoder to automatically learn generative models with few examples
One-shot learning for image classification using Siamese neural networks
Face recognition using FaceNet and one-shot learning
Awesome papers in few-shot learning/one-shot learning.
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