deepsemantic
Applied Scientist at Amazon Alexa AI. Machine Learning, Multimodal Deep Learning, Natural Language Processing and Recurrent Neural Networks.
Amazon Alexa AI
Pinned Repositories
caffe
Caffe: a fast open framework for deep learning.
Clean_Machine_Learning
This branch hosts minimal and clean implementation for the machine (deep) learning algorithms.
cRNN
deepsemantic.github.io
image_captioning
Image Captioning with Deep Bidirectional LSTMs
Neural-Network-in-Python
Multilayer Neural Network Implementation in python
quantized_neural_network
The quantization of CNN/LSTM
RRA
Recurrent Residual Attention for Sequence Learning
sr-rnns
State-Regularized Recurrent Neural Networks
st_tau
This repository contains code for the paper "Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs" (Wang, Lawrence & Niepert, ICLR 2021).
deepsemantic's Repositories
deepsemantic/image_captioning
Image Captioning with Deep Bidirectional LSTMs
deepsemantic/quantized_neural_network
The quantization of CNN/LSTM
deepsemantic/sr-rnns
State-Regularized Recurrent Neural Networks
deepsemantic/RRA
Recurrent Residual Attention for Sequence Learning
deepsemantic/Neural-Network-in-Python
Multilayer Neural Network Implementation in python
deepsemantic/st_tau
This repository contains code for the paper "Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs" (Wang, Lawrence & Niepert, ICLR 2021).
deepsemantic/caffe
Caffe: a fast open framework for deep learning.
deepsemantic/Clean_Machine_Learning
This branch hosts minimal and clean implementation for the machine (deep) learning algorithms.
deepsemantic/cRNN
deepsemantic/deepsemantic.github.io
deepsemantic/keras
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
deepsemantic/Theano
Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.
deepsemantic/Understanding-NN
Tensorflow tutorial for various Deep Neural Network visualization techniques