PaperFlume
⌕
Accounts · soon

Library · Open-vocabulary perception · Spatial reasoning

0:00

From Thousands to Billions: 3D Visual Language Grounding via Render-Supervised Distillation from 2D VLMs

Ang Cao; Sergio Arnaud; Oleksandr Maksymets; Jianing Yang; Ayush Jain; Ada Martin; Vincent-Pierre Berges; Paul Mcvay; Ruslan Partsey; Aravind Rajeswaran; Franziska Meier; Justin Johnson; Jeong Joon Park; Alexander Sax

Source paper 5:25 7 chapters CC BY 4.0 · adaptation, not endorsed by the authors Source checked · visual review incomplete

Download the deck .pptx Transcript .txt · cited Captions .vtt

Editable text and shapes, not pictures of slides.

Feedback

Was this worth your five minutes?

We are in beta. Tell us whether it helped — and if something is wrong, tell us that too.

Not rated
Goes to a person, not a form queue.
Next

Papers near this one.

Walkthroughs

6:42

FARM: Find Anything using Relational Spatial Memory

2606.15476
shares Open-vocabulary perception
5:41

Unifying 2D and 3D Vision-Language Understanding

shares Spatial reasoning
5:28

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models

shares Video understanding

Short cuts

0:52

FARM: Find Anything using Relational Spatial Memory

2606.15476
shares Open-vocabulary perception
0:59

Unifying 2D and 3D Vision-Language Understanding

shares Spatial reasoning
0:59

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models

shares Video understanding
Authors

Want one of these for your paper?

Send the PDF and we make the walkthrough, the deck and the reel. It stays private unless you publish it yourself.

Add your paper How it works
01

Something people finishFive minutes of method beats a PDF nobody opens past the abstract.

02

Slides for your next talkAn editable deck built from your own figures, with the narration in the notes.

03

A cut you can postFifty seconds, vertical, for the places a paper link gets ignored.

04

A page that can be foundA cited transcript sits on the page, so the words in your method are searchable.

Based on “From Thousands to Billions: 3D Visual Language Grounding via Render-Supervised Distillation from 2D VLMs” by Ang Cao; Sergio Arnaud; Oleksandr Maksymets; Jianing Yang; Ayush Jain; Ada Martin; Vincent-Pierre Berges; Paul Mcvay; Ruslan Partsey; Aravind Rajeswaran; Franziska Meier; Justin Johnson; Jeong Joon Park; Alexander Sax · Source paper · CC BY 4.0 · licence checked 2026-10-25 · Changed from the original: rewritten as a narrated walkthrough with slides, using the paper's own figures. An adaptation, not endorsed by its authors.

Request takedown — we aim to answer within 72 hours.