Image Super-Resolution via Iterative Refinement from Two Minute Papers.

This is a unoffical implementation about Image Super-Resolution via Iterative Refinement(SR3) by Pytorch.

There are some implement details with paper description, which maybe different with actual SR3 structure due to details missing.

We used the ResNet block and channel concatenation style like vanilla DDPM.

We used the attention mechanism in low resolution feature(16×16) like vanilla DDPM.

We encoding the $\gamma$ as FilM strcutrue did in WaveGrad, and embedding it without affine transformation.

Read more on the GitHub project.

News : The new NVIDIA Omniverse Avatar technology platform.

NVIDIA today announced NVIDIA Omniverse Avatar, a technology platform for generating interactive AI avatars. Omniverse Avatar connects the company’s technologies in speech AI, computer vision, natural language understanding, recommendation engines and simulation technologies. Avatars created in the platform are interactive characters with ray-traced 3D graphics that can see, speak, converse on a wide range of subjects, and understand naturally spoken intent.

SIGGRAPH Advances in Real-Time Rendering by Brian Karis.

Brian Karis is an Engineering Fellow in graphics at Epic Games. Most recently he has led the development of Nanite for UE5. He is most known for work on physically based shading and temporal anti-aliasing although has touched most areas of real-time computer graphics throughout his career. Prior to Epic he worked at Human Head Studios.

EVE Fanfest 2022

EVE Fanfest 2022 will offer an extraordinary, magical and unique experience like no other in the world of gaming!

The gate is green as EVE Fanfest returns to Iceland on 6-7 May 2022!

Unity 3D : Unity for Humanity Summit 2021.

On October 12, 2021, we held the second annual Unity for Humanity Summit to connect, learn, and get inspired. This fully virtual, one-day summit celebrated creators around the world who are using real-time 3D (RT3D) to make a positive impact on society and the planet.

Unreal Engine and Aaron Sims Creative .

... The final frames were entirely rendered in Unreal Engine 5, with assets from the Unreal Engine Marketplace for ambient effects—such as dust and particles; sky and clouds; and smoke—adding the finishing touches.

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Created in just six weeks with Unreal Engine 5 Early Access, MetaHuman Creator, and a small team of artists, THE EYE: CALANTHEK is an enigmatic and suspenseful short film by Aaron Sims Creative. The alien character from the film, Teuthisan, is now available to download for use in UE5 Early Access free of charge...

As part of the project, Aaron Sims Creative is making the alien, whom they named Teuthisan—derived from the Ancient Greek for ‘squid’—available to download for use in Unreal Engine 5 Early Access free of charge.