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Shubham Pachori's Projects

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers.

adversarial-squad icon adversarial-squad

Code from Jia and Liang, "Adversarial Examples for Evaluating Reading Comprehension Systems" (EMNLP 2017)

adversarial_video_generation icon adversarial_video_generation

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

adversarial_video_summary icon adversarial_video_summary

PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks (CVPR 2017)"

adversarialdialogue icon adversarialdialogue

Code for "Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models (CoNLL 2018)"

adversarialvariationalbayes icon adversarialvariationalbayes

This repository contains the code to reproduce the core results from the paper "Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks".

advisor icon advisor

Open-source implementation of Google Vizier for hyper parameters tuning

advsemiseg icon advsemiseg

Pytorch implementation of the paper "Adversarial Learning for Semi-supervised Semantic Segmentation," Wei-Chih Hung, Yi-Hsuan Tsai, Yan-Ting Liou, Yen-Yu Lin, and Ming-Hsuan Yang

ae_ts icon ae_ts

Auto encoder for time series

aer icon aer

scalable active learning by approximated error reduction

age icon age

Code for paper "Adversarial Generator-Encoder Networks" by Dmitry Ulyanov, Andrea Vedaldi and Victor Lempitsky

agz icon agz

AlphaGo Zero Reimplementation. MCTS Self Play library.

ah-net icon ah-net

The Pytorch implementation of the 3D Anisotropic Hybrid Network described in the paper "3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes"

ai-blocks icon ai-blocks

A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!

ai-blog icon ai-blog

Accompanying repository for Let's make a DQN / A3C series.

ai-chatbot icon ai-chatbot

AI Chatbot using Dynamic Memory Network in Keras.

ai-toolbox icon ai-toolbox

A C++ framework for MDPs and POMDPs with Python bindings

ai2thor icon ai2thor

An open-source platform for Visual AI.

ai4animation icon ai4animation

Bringing Characters to Life with Computer Brains in Unity

aicamera icon aicamera

Demonstration of using Caffe2 inside an Android application.

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