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Animesh Karnewar's Projects

senet-tensorflow icon senet-tensorflow

Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

sentiment-analysis_tensorflow icon sentiment-analysis_tensorflow

A state-preserved multilayered RNN with LSTM cells for performing sentiment-analysis on movie reviews. The implementation is done using the TensorFlow framework in python

some-random-gan-2 icon some-random-gan-2

More experimentation with the base MSG-GAN architecture. This includes the coord-conv layers in the architecture. For more info about MSG-GAN, head to -> https://github.com/akanimax/msg-stylegan-tf

some-randon-gan-1 icon some-randon-gan-1

MSG-GAN with self attention. For MSG-GAN head to -> https://github.com/akanimax/MSG-GAN

spade icon spade

Semantic Image Synthesis with SPADE

stylegan2 icon stylegan2

StyleGAN2 - Official TensorFlow Implementation

t2f icon t2f

T2F: text to face generation using Deep Learning

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

variational_discriminator_bottleneck icon variational_discriminator_bottleneck

Implementation (with some experimentation) of the paper titled "VARIATIONAL DISCRIMINATOR BOTTLENECK: IMPROVING IMITATION LEARNING, INVERSE RL, AND GANS BY CONSTRAINING INFORMATION FLOW" (arxiv -> https://arxiv.org/pdf/1810.00821.pdf)

webdev-angularjs icon webdev-angularjs

Web projects as a part of the Single-Page-Web-Development-using-AngularJS coursera course. This repo contains use of Bootstrap for styling the front-end pages.

wikisql icon wikisql

A large annotated semantic parsing corpus for developing natural language interfaces.

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