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Shubham Pachori's Projects

iccv2019-learningtopaint icon iccv2019-learningtopaint

ICCV2019 - A painting AI that can reproduce paintings stroke by stroke using deep reinforcement learning.

icecaps icon icecaps

Intelligent Conversation Engine: Code and Pre-trained Systems. Version 0.2.0.

icgan icon icgan

Invertible conditional GANs for image editing

iclr15 icon iclr15

Sentiment Analysis with Ensemble

iclr2016 icon iclr2016

Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong performance on semantic similarity tasks without any training or tuning on the training data for those tasks. They also can produce features that are at least as discriminative as skip-thought vectors for semantic similarity tasks at a minimum. Moreover, this code can achieve state-of-the-art results on entailment and sentiment tasks.

icml18-jtnn icon icml18-jtnn

Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)

icml2016 icon icml2016

Generative Adversarial Text-to-Image Synthesis

icnet icon icnet

ICNet for Real-Time Semantic Segmentation on High-Resolution Images

icra19-lfd-tutorial-exercises icon icra19-lfd-tutorial-exercises

Set of exercises accompanying the ICRA 2019 Tutorial on Dynamical System based Learning from Demonstration: https://epfl-lasa.github.io/TutorialICRA2019.io/

icwsm2010_tutorial icon icwsm2010_tutorial

example code for "Large-scale social media analysis with Hadoop" tutorial presented at ICWSM 2010

id-cgan icon id-cgan

Image De-raining Using a Conditional Generative Adversarial Network

ids-unsw-nb15 icon ids-unsw-nb15

IoT intrusion Detection Model based on neural network and random forests

iepy icon iepy

Information Extraction in Python

ifac-vae-imputation icon ifac-vae-imputation

Demonstration code for missing data imputation using Variational Autoencoders (VAE)

igan icon igan

Interactive Image Generation via Generative Adversarial Networks

im2txt_attention icon im2txt_attention

Image Captioning using LSTM-RNN and attention model. Based on im2txt package.

image-aesthetics icon image-aesthetics

An attempt to train a Tensorflow convnet to provide machine guided image aesthetics

image-blur-map icon image-blur-map

A reproduction of the results of 'Estimating Spatially Varying Defocus Blur From A Single Image' by Zhu et. al.

image-caption icon image-caption

Implementations of an image captioning model, built in Keras and Tensorflow.

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