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Lars Mescheder's Projects

3d-r2n2 icon 3d-r2n2

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

adversarialvariationalbayes icon adversarialvariationalbayes

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

aitools icon aitools

A simple, but extremly tool for AI text editing

chat icon chat

Simple CLI wrapper around OpenAI's ChatGPT API

distributions.jl icon distributions.jl

A Julia package for probability distributions and associated functions.

dynmultiply.jl icon dynmultiply.jl

Automatically detect the most efficient multiplication order for matrices.

eval_gen icon eval_gen

Evaluation code with models for the paper "On the Quantitative Analysis of Decoder-Based Generative Models"

gan_stability icon gan_stability

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

geninvgaussian.jl icon geninvgaussian.jl

Generalized inverse Gaussian distribution as an addition for the Distributions.jl package.

gpytorch icon gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

icp icon icp

iterative closest point

linearmaps.jl icon linearmaps.jl

A Julia package for defining and working with linear maps, also known as linear transformations or linear operators acting on vectors. The only requirement for a LinearMap is that it can act on a vector (by multiplication) efficiently.

manifold icon manifold

Convert any Triangle Mesh to Watertight Manifold

mesh-evaluation icon mesh-evaluation

Efficient C++ implementation of mesh-to-mesh and mesh-to-point distance.

minimal-mistakes icon minimal-mistakes

:triangular_ruler: A flexible two-column Jekyll theme perfect for building personal sites, blogs, and portfolios.

ogn icon ogn

Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs

opennmt-py icon opennmt-py

Open-Source Neural Machine Translation in PyTorch http://opennmt.net/

pixel2mesh icon pixel2mesh

Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. In ECCV2018.

pointsetgeneration icon pointsetgeneration

Code for ``A Point Set Generation Network for 3D Object Reconstruction from a Single Image''

pypoisson icon pypoisson

Poisson Surface Reconstruction Python Binding

pystan icon pystan

PyStan, the Python interface to Stan

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

radon.jl icon radon.jl

Simple package for performing radon transforms and back projection

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