vsitzmann

awesome-implicit-representations

A curated list of resources on implicit neural representations.

siren

Official implementation of "Implicit Neural Representations with Periodic Activation Functions"

phd-master-application-docs

A collection of the application documents I used to apply to universities in the US.

scene-representation-networks

Official Pytorch implementation of Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations

deepvoxels

light-field-networks

metasdf

Official implementation of "MetaSDF: Meta-learning Signed Distance Functions"

deepoptics

shapenet_renderer

A clean, compact renderer for spherical images of shapenet objects in blender <2.8.

pytorch_prototyping

Custom pytorch modules with sane default parameters useful for model prototyping. (U-Net, upsampling, downsampling...)

vr-saliency

snli-attention-tensorflow

Tensorflow implementation of the Long-Short Term Memory Network with Deep Attention Fusion for the SNLI dataset.

neural-isometries

Official JAX implementation of neural isometries - taming transformations for equivariant ML

vsitzmann.github.io

cifar10_denoising

A tiny example application of pytorch_prototyping, with an example training script.

generative-query-network-pytorch

Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"

pyrender

Easy-to-use glTF 2.0-compliant OpenGL renderer for visualization of 3D scenes.

show-attend-and-tell-tensorflow

tensorflow implementation of show attend and tell

IBRNet

tensorflow

Computation using data flow graphs for scalable machine learning

dotfiles

Scripts to setup remote instances with starter environment.

lsd_slam

LSD-SLAM

tensorflow-deeplab-resnet

DeepLab-ResNet rebuilt in TensorFlow

tensorflow-fcn

An Implementation of Fully Convolutional Networks in Tensorflow.