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Edward Smith's Projects

3d-iwgan icon 3d-iwgan

A repository for the paper "Improved Adversarial Systems for 3D Object Generation and Reconstruction".

3d-r2n2 icon 3d-r2n2

Single/multi view image(s) to voxel reconstruction using a recurrent neural network

dib-r icon dib-r

Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer (NeurIPS 2019)

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

geometrics icon geometrics

Repo for the paper "GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects"

image-to-set icon image-to-set

The project is about predicting sets (of classes) from images.

lap-pal icon lap-pal

Author's PyTorch implementation of LAP and PAL with TD3 and DDQN

occupancy-networks icon occupancy-networks

This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

pytorch3d icon pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

srgan icon srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

tvsn icon tvsn

Transformation-Grounded Image Generation Network for Novel 3D View Synthesis

v97 icon v97

Proceedings of ICML 2019

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