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Katrina Evtimova's Projects

colorizer icon colorizer

Add colors to black and white images with neural networks (GANs).

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

deep-sparse icon deep-sparse

We introduce a way to extend sparse dictionary learning to deep architectures.

deeplearning2019 icon deeplearning2019

Evaluation code for the final project in DS-GA 1008: Deep Learning 2019

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

licms icon licms

Learning Independent Causal Mechanisms for Sepsis

mimic-code icon mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

poincare-embeddings icon poincare-embeddings

PyTorch implementation of the NeurIPS 2017 paper "Poincaré Embeddings for Learning Hierarchical Representations"

reprieve icon reprieve

A library for evaluating representations.

spectralbias icon spectralbias

Code for "On the Spectral Bias of Neural Networks", to appear in ICML 2019 (Long Beach, CA).

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