Fei Xia @xf1280
Research Scientist at @GoogleDeepMind, Robot Learning, Computer Vision. PhD from @StanfordAILab @StanfordSVL, previously @Tsinghua_Uni. #AGI through Embodiment fxia22.github.io Earth Joined June 2015-
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 🤖Introducing 📺𝗢𝗽𝗲𝗻-𝗧𝗲𝗹𝗲𝗩𝗶𝘀𝗶𝗼𝗻: a web-based teleoperation software!  🌐Open source, cross-platform (VisionPro & Quest) with real-time stereo vision feedback.  🕹️Easy-to-use hand, wrist, head pose streaming. Code: github.com/OpenTeleVision…
Nice smooth hardware
More exciting news today -- Gemini 1.5 Pro result is out! Gemini 1.5 Pro API-0409-preview now achieves #2 on the leaderboard, surpassing #3 GPT4-0125-preview to almost top-1! Gemini shows even stronger performance on longer prompts, in which it ranks joint #1 with the latest…
More exciting news today -- Gemini 1.5 Pro result is out! Gemini 1.5 Pro API-0409-preview now achieves #2 on the leaderboard, surpassing #3 GPT4-0125-preview to almost top-1! Gemini shows even stronger performance on longer prompts, in which it ranks joint #1 with the latest… https://t.co/IvrwwMRhkU
Gemini 1.5 Pro is definitely a first tier model. Wait what we can do with Gemini 1.5 Ultra :D
Gemini 1.5 Pro is definitely a first tier model. Wait what we can do with Gemini 1.5 Ultra :D
One exciting aspect of our 𝐀𝐋𝐎𝐇𝐀 𝐔𝐧𝐥𝐞𝐚𝐬𝐡𝐞𝐝 🌋 policies is that they are very persistent. In this video, you can see the ALOHA robots to reorient the shirt until the task can finally be solved. Make sure to checkout @tonyzzhao's and @ayzwah's threads for more videos
One exciting aspect of our 𝐀𝐋𝐎𝐇𝐀 𝐔𝐧𝐥𝐞𝐚𝐬𝐡𝐞𝐝 🌋 policies is that they are very persistent. In this video, you can see the ALOHA robots to reorient the shirt until the task can finally be solved. Make sure to checkout @tonyzzhao's and @ayzwah's threads for more videos https://t.co/h1d34jetQb
Introducing 𝐀𝐋𝐎𝐇𝐀 𝐔𝐧𝐥𝐞𝐚𝐬𝐡𝐞𝐝 🌋 - Pushing the boundaries of dexterity with low-cost robots and AI. @GoogleDeepMind Finally got to share some videos after a few months. Robots are fully autonomous filmed in one continuous shot. Enjoy!
nice blog post explaining how ring attention works!
My feeling watching this is I don’t want these robots to get better. They look so adorable as clumsy toddlers at play. I would watch a game of these guys playing over any chad-bots that comes out of more training. Stop the RL!
If this were a science paper, you would expect a country that picks its science workforce at random as a “weak baseline” and a leading nation like the US to actively experiment towards state-of-the-art, or at least beat the baseline. Not providing a guaranteed path for…
If this were a science paper, you would expect a country that picks its science workforce at random as a “weak baseline” and a leading nation like the US to actively experiment towards state-of-the-art, or at least beat the baseline. Not providing a guaranteed path for…
Introducing VideoPrism, a single model for general-purpose video understanding that can handle a wide range of tasks, including classification, localization, retrieval, captioning and question answering. Learn how it works at goo.gle/49ltEXW
We just cut a new offical release for BEHAVIOR-1K, with all 1,000 activities successfully sampled across 50 high-quality, interactive scenes, ready to be tackled by robotics AI and researchers! Visit our website and try it out today! behavior.stanford.edu
We just cut a new offical release for BEHAVIOR-1K, with all 1,000 activities successfully sampled across 50 high-quality, interactive scenes, ready to be tackled by robotics AI and researchers! Visit our website and try it out today! behavior.stanford.edu
DROID: A Large-Scale In-the-Wild Robot Manipulation Dataset Presents a diverse robot manipulation dataset with 76k demonstration trajectories (350h worth) collected across 564 scenes and 86 tasks by 50 data collectors proj: droid-dataset.github.io abs: arxiv.org/abs/2403.12945
Do you really need legs? We don't think so. As much we love anthropomorphic humanoids (our co-founder built one in 9th grade), we believe virtually all menial tasks can be done with two robot arms, mounted on wheels. In our view, @1x_tech's Eve robot is the optimal form factor…
Introduce 3D-VLA, a 3D Generative World Model! Humans use mental models to predict and plan for the future. Similarly, 3D-VLA achieves this by linking 3D perception, future prediction, and action executions through a generative world model. vis-www.cs.umass.edu/3dvla
Using language model to generate expressive robot expression to better communicate with human users. Cool work led by @karthikm0!
Using language model to generate expressive robot expression to better communicate with human users. Cool work led by @karthikm0!
Excited to announce that with a few incredible folks, we're starting a company -- Physical Intelligence (Pi, π, @physical_int). We're focused on bringing the amazing recent breakthroughs of AI and foundation models into the physical world.
Democratizing robot teleop and making it more accessible and effective.
Democratizing robot teleop and making it more accessible and effective.
Jim Fan @DrJimFan
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141 Followers 485 Following ML PhD student @GeorgiaTech | Former intern @CMU_Robotics @USCViterbiJim Fan @DrJimFan
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15K Followers 464 Following Assistant Professor @UTCompSci | Co-Leading GEAR @NVIDIAAI | CS PhD @Stanford | Building generalist robot autonomy in the wild | Opinions are my ownMichael Black @Michael_J_Black
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84 Followers 77 Following Associate Professor at School of Computing, University of Connecticut @Uconn, expert on Safe and Robust Embodied AI, PhD from UPenn GRASP @GRASPlabExcited to announce Tau Robotics (@taurobots). We are building a general AI for robots. We start by building millions of robot arms that learn in the real world. In the video, two robot arms are fully autonomous and controlled by a single neural network conditioned on different…
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Tesla FSD 12 feels like a ChatGPT 3.5 moment. It’s not perfect, but it’s super impressive and you can tell it’s something very different. Can’t wait for the ChatGPT 4 equivalent.
Training ML models is addictive. YOLO training is even more captivating.
@Trescend What YOLO training is: When you have limited resources, you couldn’t iterate over all design choices. So you collect all good ideas and trust your intuition, then You Only Live/Train Once for the best configuration.
Apparently muting “Q*” also mutes “Q, K, V” and “QKV”! 😵💫
One exciting aspect of our 𝐀𝐋𝐎𝐇𝐀 𝐔𝐧𝐥𝐞𝐚𝐬𝐡𝐞𝐝 🌋 policies is that they are very persistent. In this video, you can see the ALOHA robots to reorient the shirt until the task can finally be solved. Make sure to checkout @tonyzzhao's and @ayzwah's threads for more videos
Introducing 𝐀𝐋𝐎𝐇𝐀 𝐔𝐧𝐥𝐞𝐚𝐬𝐡𝐞𝐝 🌋 - Pushing the boundaries of dexterity with low-cost robots and AI. @GoogleDeepMind Finally got to share some videos after a few months. Robots are fully autonomous filmed in one continuous shot. Enjoy!
nice blog post explaining how ring attention works!
How do LLMs scale to million token context window? Ring Attention is a nice trick to parallelize long sequence across devices and rotate them in a ring with zero overhead scaling. In our new blog, we cover the tricks behind this magic. It looks like this (1/5🧵)
My feeling watching this is I don’t want these robots to get better. They look so adorable as clumsy toddlers at play. I would watch a game of these guys playing over any chad-bots that comes out of more training. Stop the RL!
@_k_sridhar Yeah it seems like Palm-E is more or less the first robotics foundation model by that definition?
@sherjilozair Google is so massive that, unless you publish a paper on arXiv that goes viral on Twitter, other Googlers won't be able to find it out.
@soldni Agreed. Maybe O1 visa is the new H1b for skilled engineers? IIUC a non-profit research organization like AI2 can give out uncapped H1B like universities. Maybe a tech company can found a small non-profit research organization to guarantee the hiring of international talents…
Cheesy realization: studying history underscores how special this current moment in AI is. In past eras, the great powers of the world fought religious wars, sailed to unexplored lands, and built the first industrial cities. Now we will race to build artificial intelligence. So…
Introducing VideoPrism, a single model for general-purpose video understanding that can handle a wide range of tasks, including classification, localization, retrieval, captioning and question answering. Learn how it works at goo.gle/49ltEXW
Career Update: Today, I bid farewell to Waymo, marking the end of a chapter in my career. Joining Waymo in late 2019, I entered a world where Level 4 (L4) robotaxi services were a concept rather than a reality. Now, in 2024, Waymo operates a rider-only robotaxi service in four…
One year ago, we first introduced BEHAVIOR-1K, which we hope will be an important step towards human-centered robotics. After our year-long beta, we’re thrilled to announce its full release, which our team just presented at NVIDIA #GTC2024. 1/n
Wonderful fireside chat between Jim Fan @DrJimFan and Percy Laing @percyliang on the Future of Foundation Models at #GTC2024 A few memorable points to myself: 1. Percy is the person who coined the term “foundation models”, or FoMo :) The switch turned on for him in 2020 when…
Today is the beginning of our moonshot to solve embodied AGI in the physical world. I’m so excited to announce Project GR00T, our new initiative to create a general-purpose foundation model for humanoid robot learning. The GR00T model will enable a robot to understand multimodal…
Introduce 3D-VLA, a 3D Generative World Model! Humans use mental models to predict and plan for the future. Similarly, 3D-VLA achieves this by linking 3D perception, future prediction, and action executions through a generative world model. vis-www.cs.umass.edu/3dvla