Omar U. Florez (@omar-florez)
github

omar-florez

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Top repositories

1

scratch_mlp

Explaining the Math of how neural networks learn
Jupyter Notebook
338
star
2

learning_emotions_with_emojis

Predict human emotions in tweets by mapping emojis into the Valence-Arousal space (Russell, 2005). LSTM models the sequence learning of words within the tweets.
Python
23
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3

memory-augmented-neural-network

Given an annotated utterance (x, y), we encode x with an encoder (LSTM, Transformer) and cache similar latent representations generated during training into an external memory. Storage and retrieval operations are differentiable using attention over memory entries and extend encoder's capacity.
Python
6
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4

reinforcement_learning

Jupyter Notebook
3
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5

thesis-manuscript

Thesis manuscript for Master Degree in Waseda University
TeX
2
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6

Unbiased-Autoencoder-for-Face-Recognition

Python
1
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7

intro_deeplearning

Predict human emotions in tweets by mapping emojis into the Valence-Arousal space and using LSTM as deep sequential model
1
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8

VQA-ModuleNetworks

Question Answering capabilities of Module Networks. Language guides the generation of neural architectures that maximizes the likelihood of answering a question correctly when correlated with visual embeddings.
Python
1
star