Anurag Bagchi (@Miccooper9)

2026-01-27 | โค๏ธ 407 | ๐Ÿ” 43 | ๐Ÿ’ฌ 11


[1/6] Ego-centric World Models

We introduce EgoWM โ€” a video world model that simulates EVE-1X humanoid interactions from a single ego-view image + full-body joint angle trajectories.

Moreover it effortlessly generalizes to extreme OOD domains, including paintings ! https://x.com/Miccooper9/status/2015949778803126375/video/1

๐Ÿ”— ์›๋ณธ ๋งํฌ

๋ฏธ๋””์–ด

image


์š”์•ฝ

๋‹จ์ผ 1์ธ์นญ ์ด๋ฏธ์ง€์™€ 25-DoF ์ „์‹  ๊ด€์ ˆ ๊ถค์ ๋งŒ์œผ๋กœ ํœด๋จธ๋…ธ์ด๋“œ(EVE-1X)์˜ ๋ฏธ๋ž˜ ์ƒํ˜ธ์ž‘์šฉ ์˜์ƒ์„ ์ƒ์„ฑํ•˜๋Š” EgoWM์„ ์†Œ๊ฐœํ•œ ํŠธ์œ—์ž…๋‹ˆ๋‹ค. ์ด๋ฏธ์ง€์ฒ˜๋Ÿผ ์ดˆ๊ธฐ ํ”„๋ ˆ์ž„์—์„œ ๋ฏธ๋ž˜ ์žฅ๋ฉด(ground-truth future)์„ ์˜ˆ์ธกํ•˜๋ฉฐ, ๊ทธ๋ฆผ ๊ฐ™์€ ๊ทน๋‹จ์  OOD ๋„๋ฉ”์ธ์—๋„ ์ผ๋ฐ˜ํ™”๋œ๋‹ค๊ณ  ์ฃผ์žฅํ•ฉ๋‹ˆ๋‹ค.

Tags

Robotics GenAI AI-ML