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Posts

  • Survival Guide for Docker & Docker Compose

    You probably know what Docker is and how they are commonly used in practice, but are looking for a quick guide to navigate through the jungle. This article summarises the basics in Docker and Docker Compose to help you get started.

    Feb 13, 2022

  • Paper Summary: "NeRF++: Analyzing and Improving Neural Radiance Fields"

    Standard NeRF fails to respect the fidelity of an unbounded scene because its assumptions are too restrictive for scene where objects can be anywhere and background is indispensable. NeRF++ addresses the issue by a smart parameterization of foreground and background with 2 separate networks.

    Feb 1, 2022

  • Paper Summary: "PlenOctrees for Real-time Rendering of Neural Radiance Fields"

    NeRF is powerful for learning a 3D scene's representation generalizable to novel views, but it suffers from slow rendering speed. This paper proposes a variant called NeRF-SH and a data structure for caching called PlenOctree. When applied together it drives significant speedup on rendering with comparable rendering quality against vanilla NeRF.

    Jan 26, 2022

  • Fastpages Notebook Blog Post

    A tutorial of fastpages for Jupyter notebooks.

    Feb 20, 2020

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