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Check out our CVPR'18 paper on weakly-supervised 3D shape completion — and let me know your opinion! @david_stutz

ARCHIVEMONTHLY»MAY2017«

ARTICLE

3D Convolutional Neural Networks — A Reading List

Lifting convolutional neural networks to 3D data is challenging due to different data modalities (videos, image volumes, CAD models, LiDAR data etc.) as well as computational limitations (regarding runtime and memory). In this article, I want to summarize several recent papers addressing these problems and tackling different applications such as shape recognition, shape retrieval, medical image segmentation or object detection.

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ARTICLE

Notes on Goodfellow’s “Deep Learning” Textbook

In this article, I collect my notes on Ian Goodfellow’s Deep Learning textbook. While the basic chapters are not included, the notes can be understood as short summaries of the corresponding chapters.

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ARTICLE

Visualizing Triangular Meshes from .off Files using Python occmodel

This article discusses how to visualize triangular meshes available in Object File Format (.off) in Python using occmodel. Installation instructions for installing occmodel on Ubuntu are included.

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