Stanford Vision and Learning Lab

This account is verified. Learn more

@StanfordSVL

SVL is led by @drfeifei @silviocinguetta @jcniebles @jiajunwu_cs and works on machine learning, computer vision, robotics and language

Stanford, CA svl.stanford.edu Joined September 2014

153 Following 19K Followers 393 Posts

Latest posts 5

Stanford Vision and Learning Lab @StanfordSVL 2d

The results for the 2nd BEHAVIOR Challenge at CoRL 2026 are out! 🚀 In just one year, here's how far we've come together:

🏠 2× benchmark scale: 50 → 100 tasks, 3 → 7 scenes
👥 3× participation: 96 → 265 participants, 18 → 57 submissions
📈 4× full-task success: 12% → 48%

Congratulations to our winners!

🥇 The North Star, Huawei Noah EAI Team
🥈 IF1001, Intellifusion
🥉 Cyber, Xiaomi Robotics

Thank you to every team, from academia, industry, and independent labs worldwide, for making this year's challenge exceptional! 🙌

📝 Challenge description: x.com/drfeifei/statu…
(1/N)

Fei-Fei Li Verified account @drfeifei Jul 13

1/N Long horizon, complex tasks that truly matter in everyday life are not solved problems by today’s robotics, requiring planning, object detection, object manipulation, and failure recovery.

That's why Stanford's BEHAVIOR Challenge is back for year 2! Last year, the winning solution reached only 12.4% full task success. This year, the BEHAVIOR challenge has more tasks, better evaluation, and is easier to use. 🚨

⏰ Submission deadline: 10/16/2026
📣 Winners announced: 11/04/2026
🏆 Prize pool: $11,000

View quoted post on X

Stanford Vision and Learning Lab @StanfordSVL Jun 18, 2024

Stanford Vision and Learning Lab members and alumni: we are organizing a SVL+Alumni meet up at CVPR’24! Please check your emails for more details.

Stanford Vision and Learning Lab @StanfordSVL Apr 20, 2024

Are you a passionate and experienced researcher in robotics with knowledge in computer vision? Do you want to build impactful robotic systems? Stanford Vision and Learning lab (SVL) is searching for a Postdoctoral Fellow with your skills.

Stanford Vision and Learning Lab @StanfordSVL Nov 8, 2023

Stanford Vision and Learning Lab is presenting 7 papers at #CORL2023, including 3 oral presentations, and 3 award nominations, see below:

Stanford Vision and Learning Lab @StanfordSVL Apr 5, 2021

RL in multitask domains with shared underlying latent information can be made more effective through learning action space manifolds.
Check out this effort on Learning latent Action Spaces at #ICRA2021

Animesh Garg Verified account @animesh_garg Apr 4, 2021

When you try to open a new door, do you try to yank it up? Likely, no.
Why should your robot continue to do so!

Check out our #ICRA2021 paper on learning action spaces for efficient contact-rich manipulation.

paper: arxiv.org/abs/2103.15793
youtu.be/7iFRdvV_pTU
View quoted post on X