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  1. https://www.youtube.com/user/keeroyz/videos Two Minute Papers is an excellent YouTube channel that reports on many science articles related to machine learning and cutting-edge computer graphics techniques. The graphics-related videos have obvious relevance to the TDM community. And then there's fun stuff like these: One common refrain from the guy who runs the channel, Károly Zsolnai-Fehér, is that the pace of this type of research is so fast that you can expect a particular ML/graphics technique to be obsolete within months. Just imagine what "deep fakes" will look like in
  2. Nvidia has announced the upcoming launch of its RTX 2080 Ti ($1000-$1200, September 20), RTX 2080 ($700-800, September 20), and RTX 2070 ($500-600, October) GPUs. You didn't read that wrong, the 'R' is for Ray tracing. The key feature they are touting is real-time ray tracing using "dedicated" ray tracing (RT) cores. The tensor cores for machine learning are also used to help ray tracing by denoising. Here is an example of how that can work: Nvidia's keynote presentation at Gamescom 2018 included a demo of the Eidos Montreal game Shadows of the Tomb Raider, using the real-time ray trac
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