Pinned
Real-world models are here! Stoked to share how we're bringing real-world locations to life by integrating Street View into Genie. Try it now at labs.google/fx/projectgenie and read the blog for more info:
blog.google/innovation-and…
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Ben Poole
3,093 posts
Ben Poole
@poolio
research scientist at google brain.
phd in neural nonsense from stanford.
- Happy to announce DreamFusion, our new method for Text-to-3D! dreamfusion3d.github.io We optimize a NeRF from scratch using a pretrained text-to-image diffusion model. No 3D data needed! Joint work w/ the incredible team of @BenMildenhall @ajayj_ @jon_barron #dreamfusion
00:00 - Stoked to share our work on Imagen Video! Diffusion models continue to unlock new possibilities for generative creativity: 3D with #DreamFusion last week, video with #ImagenVideo today 😎
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00:05Excited to announce Imagen Video, our new text-conditioned video diffusion model that generates 1280x768 24fps HD videos! #ImagenVideo imagen.research.google/video/ Work w/ @wchan212 @Chitwan_Saharia @jaywhang_ @RuiqiGao @agritsenko @dpkingma @poolio @mo_norouzi @fleet_dj @TimSalimans - Happy to announce that I’m officially a doctor and will be joining Google Brain today! After an awesome time adventuring, I’m excited to get back to work on understanding and advancing artificial intelligence.
- Text-to-3D synthesis from "a DSLR photo of a hand drawing a picture of a hand with a pencil" Doesn't quite master the recursion, but love the quality of the floating hand. #dreamfusion
00:00 - Ridiculously good looking GAN results from Karras et al. (NVIDIA) by progressively growing the network: research.nvidia.com/sites/default/…
- What does research look like when you can no longer read all the relevant research papers? I used to read the daily feed, but now it's a full-time job just to read all the abstracts.The number of AI papers on arXiv per month grows exponentially with doubling rate of 24 months. How can we cope with this? AI itself can help, by predicting & suggesting new research directions. Predicting the Future of AI with AI: arxiv.org/abs/2210.00881
- Brush🖌️ is now a competitive 3D Gaussian Splatting engine for real-world data and supports dynamic scenes too! Check out the release notes here: github.com/ArthurBrussee/…
00:00 - Stop watching videos, start interacting with worlds. Stoked to share CAT4D, our new method for turning videos into dynamic 3D scenes that you can move through in real-time!
00:00 - Excited to share our work on image-to-3D scene generation: cat3d.github.io CAT3D uses a multi-view diffusion model to generate novel views, and just inputs these to NeRF/3DGS. Create anything in 3D in 1 minute!
00:00 - Evolution is catching up to intelligent design for neural net architectures (94.6% vs. 96.7% on CIFAR-10): arxiv.org/abs/1703.01041
- Successfully defended my PhD today! Thanks to @SuryaGanguli @drfeifei @ermonste @dyamins and Tom Clandinin for taking it easy on me :)
- Free lunch theorem: for any idea, there exists a dataset where that idea performs well.
