vsitzmann/vsitzmann.github.io

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vsitzmann/vsitzmann.github.io

vsitzmann

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awesome-implicit-representations

A curated list of resources on implicit neural representations.

siren

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

scene-representation-networks

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

phd-master-application-docs

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

deepvoxels

light-field-networks

metasdf

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

Jupyter Notebook

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

Jupyter Notebook

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

cifar10_denoising

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