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Fei Xia

@xf1280 • 11,656 subscribers

Ex Research Scientist, TLM at @GoogleDeepMind, ✨♊, Gemini & Robotics, PhD from @StanfordAILab @StanfordSVL, previously @Tsinghua_Uni. #AGI through Embodiment

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Fun visually-grounded 3d visualization with Muse Spark - by asking the model to generate a 3d visualization of how much each component cost on a xbox 360 motherboard (and put the bar on the component).

Fun visually-grounded 3d visualization with Muse Spark - by asking the model to generate a 3d visualization of how much each component cost on a xbox 360 motherboard (and put the bar on the component).

40,552 Aufrufe • vor 1 Monat

Text-to-image generative models, meet robotics! We present ROSIE: Scaling RObot Learning with Semantically Imagined Experience, where we augment real robotics data with semantically imagined scenarios for downstream manipulation learning. Website: 🧵👇

Text-to-image generative models, meet robotics! We present ROSIE: Scaling RObot Learning with Semantically Imagined Experience, where we augment real robotics data with semantically imagined scenarios for downstream manipulation learning. Website: 🧵👇

196,378 Aufrufe • vor 3 Jahren

Gemini 2.5 Pro is here! It is the new workhorse for vibe coding! It codes up a garden bed planner that generates layouts based on plant height, orientation to the sun, optimal spacing, and companion planting. Really helpful for square foot gardening!🌱

Gemini 2.5 Pro is here! It is the new workhorse for vibe coding! It codes up a garden bed planner that generates layouts based on plant height, orientation to the sun, optimal spacing, and companion planting. Really helpful for square foot gardening!🌱

56,466 Aufrufe • vor 1 Jahr

🚀Excited to share that #Gemini 3 Flash can do code execution on images to zoom, count, and annotate visual inputs! The model can choose when to write code to: 🔍 Zoom & Inspect: Detect when details are too small and zoom-in. 🧮 Compute Visually: Run multi-step calculations using code (e.g., summing line items on a receipt). ✏️ Annotate: Draw arrows or bounding boxes to answer questions or show relationships between objects.

🚀Excited to share that #Gemini 3 Flash can do code execution on images to zoom, count, and annotate visual inputs! The model can choose when to write code to: 🔍 Zoom & Inspect: Detect when details are too small and zoom-in. 🧮 Compute Visually: Run multi-step calculations using code (e.g., summing line items on a receipt). ✏️ Annotate: Draw arrows or bounding boxes to answer questions or show relationships between objects.

19,181 Aufrufe • vor 5 Monaten

When robots do not work out of the box, we teach them, and they can improve over time. What is interesting is that their "teachability" also improves over time, meaning it takes fewer attempts to shape their behavior and achieve task success. Website:

When robots do not work out of the box, we teach them, and they can improve over time. What is interesting is that their "teachability" also improves over time, meaning it takes fewer attempts to shape their behavior and achieve task success. Website:

29,097 Aufrufe • vor 2 Jahren

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