m-niemeyer

PlotNeuralNet

Latex code for making neural networks diagrams

stylegan2

StyleGAN2 - Official TensorFlow Implementation

kornia

Geometric Computer Vision Library for Spatial AI

pytorch3d

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

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

mitsuba2

Mitsuba 2: A Retargetable Forward and Inverse Renderer

compare_gan

Compare GAN code.

common-3d-test-models

Repository containing common 3D test models in original format with original source if known and obj mesh

Replica-Dataset

The Replica Dataset v1 as published in https://arxiv.org/abs/1906.05797 .

GAN_stability

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

differentiable_volumetric_rendering

This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"

texture-vs-shape

Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)

FrEIA

Framework for Easily Invertible Architectures

PointFlow

PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows

backpack

BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.

invertible-resnet

Official Code for Invertible Residual Networks

stanford-shapenet-renderer

Scripts for batch rendering models using Blender. Tested with models from stanfords shapenet library.

Pyrr

3D mathematical functions using NumPy

stereo-magnification

Code accompanying the SIGGRAPH 2018 paper "Stereo Magnification: Learning View Synthesis using Multiplane Images"

occupancy_flow

This repository contains the code for the ICCV 2019 paper "Occupancy Flow - 4D Reconstruction by Learning Particle Dynamics"

AdversarialVariationalBayes

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

bps

Efficient Learning on Point Clouds with Basis Point Sets

DeeperInverseCompositionalAlgorithm

Taking a Deeper Look at the Inverse Compositional Algorithm (CVPR 2019, Oral)

simple-3dviz

A library for 3D visualization with moderngl

texture_fields

This repository contains code for the paper 'Texture Fields: Learning Texture Representations in Function Space'.

integer_discrete_flows

Code release for Hoogeboom, Emiel, Jorn WT Peters, Rianne van den Berg, and Max Welling. "Integer Discrete Flows and Lossless Compression." Conference on Neural Information Processing Systems (2019).

extreme-view-synth

data_aggregation

This repository contains the code for the CVPR 2020 paper "Exploring Data Aggregation in Policy Learning for Vision-based Urban Autonomous Driving"

autonomousvision.github.io

Blog of the Autonomous Vision Group at MPI-IS Tübingen and University of Tübingen.

slides

My public slides