Nurma
117 posts


Rewrote bambot.org and the playgrounds using React and Next.js. Finally, I can confidently add more features like camera support, AI control, and more...

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🎉 Last call ... It's almost time to share your great ideas to #RenameProjectDIGITS with Jensen.👀
🍿We love the creativity.
NVIDIA AI Developer@NVIDIAAIDev
🌟Developers - you heard it from Jensen - we want to hear your most creative ideas to rename #ProjectDIGITS, our latest AI supercomputer. 🙌 Share your ideas from profound to playful. #RenameProjectDIGITS 🍿 😃 How excited are you about putting this AI powerhouse into action?✨
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@pulkitology In 2022 we did exactly the same experiment with humanoid: BC + residual RL
youtube.com/watch?v=BMEfo8…

YouTube
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Overcoming the lack of reliability of Behavior cloning (BC) with reactive reinforcement learning.
Action-chunking is a two-edged sword- it's critical for BC to work, but it also limits how adaptive the robot is to disturbances and corner cases.
Learn more: residual-assembly.github.io
Work led by @larsankile along with @anthonysimeono_ @IdanShenfeld and @marceltornev
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🤖Excited to share our project where we propose to use rewards represented in code as a flexible interface between LLMs and an optimization-based motion controller.
website: language-to-reward.github.io
Want to learn more about how we make a robot dog do moonwalk MJ style?🕺🕺
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Symmetry-driven 3D Reconstruction from Concept Sketches
paper: repo-sam.inria.fr/d3/SymmetrySke…
project page: ns.inria.fr/d3/SymmetrySke…
gitlab: gitlab.inria.fr/fhahnlei/symme…
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@robo_challenge I prepared some solutions, but couldn't find how to submit it. Can you please help with this?
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[3/3]
Real Robot Stage: you get access to our cluster of robots to test your algorithms.
The data now comes from real robots.
We have data from a well-performing policy and from mixed performance.
#OfflineRL #Robot #MachineLearning #DeepLearning
GIF
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It is time to put offline reinforcement learning methods to the test in the real world!
Take part in our real-robot-challenge.com @NeurIPS competition starting today.
Your task is to use pre-recorded data to learn how to manipulate a cube with the TriFinger robot @MPI_IS.
[1/3]🧵
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We’ve just open-sourced AugLy, a new #Python library that will help AI researchers use data augmentations to evaluate and improve the robustness of their machine learning models. Read more: ai.facebook.com/blog/augly-a-n…

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@ARGleave @iclr_conf Until now I did not believe in contactless fight. But now you have changed my mind😂 Some funny fights youtube.com/watch?v=BFUqgb…

YouTube
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Excited to share our work @iclr_conf: deep RL policies can be attacked by another agent taking actions that create natural adversarial observations. (1/5)
Blog: bair.berkeley.edu/blog/2020/03/2…
Paper: openreview.net/forum?id=HJgEM…
Videos: adversarialpolicies.github.io
Code: github.com/humancompatibl…
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Nurma retweetledi

Deep RL agents are data hungry and often learn task-specific representations. Our model learns object-centric abstractions from raw videos. This enables highly data-efficient RL and structured exploration. arxiv.org/abs/1906.11883
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.@Kaplanyan has been killing it with these foveated reconstruction papers. Absolutely amazing that this is possible with so little data. Have a look! - ai.facebook.com/blog/deepfovea…

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Nurma retweetledi

Dataset: 64 minutes of challenging pedestrian areas captured with:
- stereo cylindrical 360 RGB cam
- 3D point clouds from two Veloydyne 16 Lidars
- line 3Dpoint clouds from two Sick Lidars
- Audio, RGBD, 360 spherical image from a fisheye camera
jrdb.stanford.edu/dataset/about
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Nurma retweetledi

We’ve developed one of the first systems that uses only 3D point clouds and achieves higher precision in detecting 3D objects than prior work. Read more: ai.facebook.com/blog/pushing-s…. And we’ve open-sourced this model here: github.com/facebookresear… #ICCV2019

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Nurma retweetledi

Celeb-DF: A New Dataset for DeepFake Forensics
pdf: arxiv.org/pdf/1909.12962…
abs: arxiv.org/abs/1909.12962
github: github.com/danmohaha/cele…
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Nurma retweetledi
Nurma retweetledi

miniBERT, a multi lingual BERT from @GoogleAI , 27X times more rapid on CPU. Same approach (distillation of BERT LM) than few days old DistilledBERT from @huggingface and @spacy_io plugin. Got SOTA on 2 seq tagging tasks. Obviously there is a trend :-)
arxiv.org/pdf/1909.00100…



Courbevoie, France 🇫🇷 English




