Flying with Photons: Rendering Novel Views of Propagating Light
Authors: Anagh Malik, Noah Juravsky, Ryan Po, Gordon Wetzstein, Kiriakos N. Kutulakos, David B. Lindell
anaghmalik.com/FlyingWithPhot…
📢 Excited to share our latest work on computing accurate differential operators for hybrid neural fields (like Instant NGP)!
🔗: justachetan.github.io/hnf-derivative…
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📢Our new @NVIDIAAI paper is out!
I'm happy to share Compact NGP with Learned Hash Probing, which offers NeRFs that are 3.5x smaller than Instant NGP at a ~1.26x training cost and equivalent (or faster) inference speeds!
🌐: nv-tlabs.github.io/compact-ngp/
🎥: youtube.com/watch?v=3TEry8…
Have you ever been outside?🏞️I hear it's big🏙️Scaling high detail neural rendering requires efficient parallel optimization of the scene _and_ its cameras📸 #SIGGRAPHAsia2023 - Friday 10:15am in C4.8 in Sydney! xchaowu.github.io/papers/scanerf/@neural_fields
Our paper has been published in Communications Materials!
We have developed a neural field-based crystal structure decoder inspired by recent 3D vision research (3D object recognition and neural fields).
Paper: nature.com/articles/s4324…
GitHub: github.com/omron-sinicx/n…
Excited to be at @SIGGRAPHAsia! Our work, "DreamEditor: Text-Driven 3D Scene Editing with Neural Fields", led by @JjZhuang26958@chenwangcw, will be presented at 14-15 today in C4.11. Come chat with us about Neural Representations and 3D Generative Models!
#SIGGRAPHAsia2023#NeuralPDE Neural Stress Field is a reduced-order modeling framework for solid, fluid, and fracture mechanics. After training, it enables 10X speedup for simulations of tearing and other damage phenomena to everyday materials such as bread!
Come to the NEURAL…
Today at #NeurIPS2023 I will be presenting our work on "Latent Field Discovery in Interacting Dynamical Systems with Neural Fields".
Join us at poster session 3 on Wednesday morning, poster #619.
Paper: arxiv.org/abs/2310.20679
Source code: github.com/mkofinas/aether
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📢 I will be at NeurIPS 🛫next week! If you are attending and are interested in 3D Vision, Dynamic Scenes, and Neural Fields then please do reach out! Would love to get to know more about your work 😄 Would also love to meet people and chat about PhD life, or just grab good ☕️!
RayDF: Neural Ray-surface Distance Fields with Multi-view Consistency
Zhuoman Liu, Bo Yang
tl;dr: ray-surface distance field->3D shape; dual-ray visibility classifier->spatial relationships of any pair of rays->multi-view geometry consistent
arxiv.org/pdf/2310.19629…
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15K Followers 216 FollowingAssociate Professor @ SFU (Research Chair), Research Scientist @ Google DeepMind, Associate Professor (status only) @ UofT. Opinions are my own.
16K Followers 308 FollowingTeaching AI to see, model, and interact with our 3D world. Assistant Professor @ MIT, leading the Scene Representation Group (https://t.co/h5gvhLYrtw).
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