ap 🦖

Applied Research at NVIDIA. Personal opinions only.

[ap 🦖 @kernelfusion_]

@omershapira "There is no reason for any individual to have a computer in their home."

We've been here before.

[ap 🦖 @kernelfusion_]

Incredibly proud of my team for contributing to the OmniDreams real-time world model inference. If you are attending #CVPR, go check out our "world model in a backpack" demo!

[Ruilong Li @ruilong_li]

World models are moving beyond offline generation towards interactive, real-time experiences.

Introducing ⚡FlashDreams⚡: an open-source high-performance inference and serving library built for autoregressive world models:

🔥 Up to 3.10× faster LingBot-World inference
🔥 Up to 2.12× faster Self-Forcing inference
🔥 Up to 1.40× faster Wan2.1 inference
🔥 8 integrated models
🔥 Multi-GPU, streaming, low-latency serving
🔥 Agentic skills that teach you how to use it

FlashDreams is designed for a new generation of AI systems that continuously evolve over time while responding to user interactions. It powers applications across robotics, autonomous vehicle simulation, gaming, and virtual worlds.

Github: https://t.co/xM8LuPaRTS
Docs: https://t.co/IInORNIzy3
Research page: https://t.co/mZ6TLQSpIO
Join the #flashdreams Discord channel at https://t.co/GGOQ0k7liY

FlashDreams is also the runtime backbone behind NVIDIA OmniDreams (https://t.co/PLUt55gxxh)

1/n

#AI #WorldModels #FastInference #PhysicalAI #OpenSource #NVIDIA

[Rafal Mantiuk @hdrsci]

ColorVideoVDP-ML was awarded second place in the full reference category of ICME Generalizable HDR & SDR Video Quality. The new metric models both the low-level (ColorVideoVDP) and high-level (ML) human vision. Now the code is available at https://t.co/an4zvbXH1m

[Not Jerome Powell @alifarhat79]

Who did this?

[SIMD Crawford 🟣 @omershapira]

🆕The Workshop on Computer Vision for Mixed Reality @CVPR 2025:

📜Papers live here: https://t.co/eWN9KIy34K

🎁Speakers:

Richard Newcombe @rapideRobot
Anjul Patney @killerooo
Rana Hanocka @RanaHanocka
Laura Leal-Taixe
Margarita Grinvald

📅Jun 11, 8 AM-12:15PM 📍 Room 109 ✌️

[High-Perf Graphics @HPG_Conf]

🚀 #HPG2025 schedule is live!
🔗 https://t.co/qbs2UjbJWQ

Dive into 3 days of real-time graphics:
Keynotes (AMD, Roblox, NVIDIA)
Paper & poster sessions
Hot3D talks
Student competition
Harbour Boat Tour & Banquet

Register now!!

[ap 🦖 @kernelfusion_]

I'm proud of our team's contributions to bringing DLSS tech to Switch 2! It was a lot of work to bring AI accelerated graphics to a new platform, but collaboration between multiple engineering and research teams made it a breeze.
https://t.co/Mm7p5V5xVY

[ap 🦖 @kernelfusion_]

@MittringMartin You can also unzip .pptx files to extract all raw assets.

[ap 🦖 @kernelfusion_]

RTX On 👍

[prayingforexits 🏴‍☠️ @mrexits]

Modern tech company logos if they existed in the 1980s

[ap 🦖 @kernelfusion_]

If anything, DeepSeek will unlock the plateauing that LLM advances had experienced over the last few months. That's a better news for the industry than the "AI is slowing down and there's no more data to learn from."

Personal opinion.

[Josef @josefspjut]

Reflex 2 Frame Warp has been announced. Check it out! https://t.co/ejhsPHehV6

[ap 🦖 @kernelfusion_]

@Peter_shirley @hdrsci might have many/all of them.

[Merle Dandridge @MerleDandridge]

A little late, but just as excited. 20 years since #halflife2 landed and #AlyxVance made her way into my heart. The first time I got to play true to my ethnicity of a Black/Asian mix. I love her always. Thank you for the years of love. It will always mean the world.

[ap 🦖 @kernelfusion_]

@jbhuang0604 Feeling so disillusioned by the replies. Is a word worth a thousand pictures now?

[ap 🦖 @kernelfusion_]

@omershapira

[ap 🦖 @kernelfusion_]

@omershapira Would you program it in a box? Would you do it with a fox?

[ap 🦖 @kernelfusion_]

@niallw_cs Congratulations @niallw_cs !

[ap 🦖 @kernelfusion_]

@RuthRosenholtz "Attention is all you need"

[ap 🦖 @kernelfusion_]

@Peter_shirley You forgot the temporal consistency loss function!