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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

beta-tcvae

code for "Isolating Sources of Disentanglement in Variational Autoencoders".

binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

challenges-in-disentangling

This repository contains a pytorch implementation for the paper: Challenges in Disentangling Independent Factors of Variation (https://arxiv.org/abs/1711.02245), which was accepted at ICLR 2018's workshop track.

cnn-crf-stereo

cvpr15deepcompare

Code and models for "Learning to Compare Image Patches via Convolutional Neural Networks"

darknet

Convolutional Neural Networks

deep_architecture_genealogy

Deep Learning Architecture Genealogy Project

disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

dispflownet-tf

Tensorflow implementation of https://lmb.informatik.uni-freiburg.de/Publications/2016/MIFDB16 + pretrained weights + implementation of "Unsupervised Adaptation for Deep Stereo" (ICCV 2017)

evaluation-toolkit

Toolkit to compute metric scores, create figures, and validate submissions

fusiongan

PyTorch Implementation of FusionGAN paper: Generating a Fusion Image: One's Identity and Another's Shape (https://arxiv.org/abs/1804.07455)

gans-awesome-applications

Curated list of awesome GAN applications and demo

gin-config

Gin provides a lightweight configuration framework for Python

guided-filtering

a type of image filter refer to Guided Image Filtering by Kaiming He

mc-cnn

Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches

mocogan

MoCoGAN: Decomposing Motion and Content for Video Generation

object-proposals

Repository containing wrapper to obtain various object proposals easily

populationbasedtraining

A simple PyTorch implementation of Population Based Training of Neural Networks.

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch_geometric

Graph Neural Network Library for PyTorch

ssd-tensorflow

Single Shot MultiBox Detector in TensorFlow

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-infogan

:dolls: InfoGAN: Interpretable Representation Learning

tgan

The implementation of Temporal Generative Adversarial Nets with Singular Value Clipping

unsupervised-adaptation-for-deep-stereo

Code for "Unsupervised Adaptation for Deep Stereo" - ICCV17