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Prikvačeni tweet
Check out Temporal Cycle-consistency Learning - our most recent work on video representation learning by aligning videos in the wild. Project Page: https://sites.google.com/view/temporal-cycle-consistency/ … Video: https://www.youtube.com/watch?v=iWjjeMQmt8E … Together with
@debidatta, Jonathan Tompson,@psermanet and Andrew Zissermanpic.twitter.com/bpuxKUkKlSHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Yusuf Aytar proslijedio/la je Tweet
This was one of the best AI projects I was privileged to participate in in 2019.
@yutianc did an amazing job with@GoogleAI and@DeepMindAI Generative models and metalearning can have important positive impact.https://twitter.com/DeepMind/status/1207355335410892801 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Yusuf Aytar proslijedio/la je Tweet
How can we finetune sim-trained policies on a real robot in the absence of real rewards? We used sequence-based self-supervision objectives to do so for stacking cubes https://arxiv.org/pdf/1910.09470.pdf … w/Rae Jeong,
@yusufaytar,@davidkh, Yuxiang Zhou,@jackayline, Thomas Lampe,@FranceNoripic.twitter.com/NYQOyWHlCl
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Yusuf Aytar proslijedio/la je Tweet
How can robots learn from humans and their own experience to manipulate objects using vision? Here is our take on the problem: https://sites.google.com/corp/view/data-driven-robotics/ … https://arxiv.org/abs/1909.12200 pic.twitter.com/E5gN5eXceI
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Yusuf Aytar proslijedio/la je Tweet
R2D3 uses demonstrations to solve hard exploration problems in partially observable environments with highly variable initial conditions. It can solve tasks where SOTA methods fail to see a single reward. Paper: http://arxiv.org/abs/1909.01387 Videos & more: https://deepmind.com/r2d3 pic.twitter.com/Ezxoh6yorG
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Yusuf Aytar proslijedio/la je Tweet
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. https://arxiv.org/abs/1906.11883 pic.twitter.com/yYtWH4cagX
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Yusuf Aytar proslijedio/la je Tweet
Very excited about Self-Supervised Learning Workshop tmrw at
#icml2019, kicking off at 9am w/ Jacob Devlin (inventor of BERT)! Also: Alison Gopnik,@chelseabfinn,@ylecun, A Zisserman, Abhinav Gupta, Alyosha Efros, and many contributed talks/posters :)https://sites.google.com/view/self-supervised-icml2019 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Yusuf Aytar proslijedio/la je Tweet
VQVAE-2 finally out! Powerful autoregressive models in a hierarchical compressed latent space. No modes were collapsed in the creation of these samples ;) Arixv: http://arxiv.org/abs/1906.00446 With
@catamorphist and@vinyals More samples and details
[thread]pic.twitter.com/aIg6sk6aZtPrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Yusuf Aytar proslijedio/la je Tweet
Note that the deadline for the self-supervised learning workshop has been extended to May 6! Plenty of time to write up your work in a 4-page abstract :) https://sites.google.com/corp/view/self-supervised-icml2019 …https://twitter.com/avdnoord/status/1119152109541191680 …
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Yusuf Aytar proslijedio/la je Tweet
The
#ICML2019 Self-Supervised Learning workshop submission deadline is next Thursday (25/04)! Consider submitting an extended abstract (4 pages) of your latest work. Work under review for other conferences welcome.https://sites.google.com/corp/view/self-supervised-icml2019 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Yusuf Aytar proslijedio/la je Tweet
Excited to share our work on self-supervised learning in videos. Our method, temporal cycle-consistency (TCC) learning, looks for similarities across videos to learn useful representations.
#CVPR2019#computervision Video: https://www.youtube.com/watch?v=iWjjeMQmt8E … Webpage: https://sites.google.com/corp/view/temporal-cycle-consistency/ …pic.twitter.com/v02Vckd7LYPrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Self-Supervised Learning workshop at
#ICML2019 with amazing set of speakers:@ylecun,@chelseabfinn, Andrew Zisserman, Alexei Efros, Jacob Devlin, Abhinav Gupta and more.. Submissions now open - deadline April 25!https://sites.google.com/view/self-supervised-icml2019 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Yusuf Aytar proslijedio/la je Tweet
Using a single network architecture and fixed set of hyper-parameters, Recurrent Replay Distributed DQN quadruples prev SoTA on Atari-57, and matches SoTA on DMLab-30. It is the first agent to exceed human-level performance in 52 of the 57 Atari games. https://openreview.net/forum?id=r1lyTjAqYX …pic.twitter.com/dYz0xX3G3q
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Yusuf Aytar proslijedio/la je Tweet
Happy that we could share
#AlphaStar progress with you all! Good Games@LiquidTLO and@Liquid_MaNa, and@Artosis and@RotterdaM08 for a great show! You can see all the details in the blog. https://deepmind.com/blog/alphastar-mastering-real-time-strategy-game-starcraft-ii/ …pic.twitter.com/51EG3fHUL1Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Yusuf Aytar proslijedio/la je Tweet
Join us and
@Blizzard_Ent this Thursday at 6:00pm GMT for an exciting#StarCraft demonstration, hosted by@Artosis and@RotterdaM08! Livestream on YouTube: https://www.youtube.com/c/deepmind Read more about#StarCraft2 as an environment for AI research: https://deepmind.com/blog/deepmind-and-blizzard-open-starcraft-ii-ai-research-environment/ …pic.twitter.com/Eztc5Bro5Y
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Yusuf Aytar proslijedio/la je Tweet
Join us on Thursday at 18:00 GMT (19:00 CET) for a livestream with AI researchers from
@DeepMindAI and an epic#StarCraft demonstration hosted by@Artosis and@RotterdaM08!
https://blizz.ly/2S2PWt4 pic.twitter.com/crWTyujPSq
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Yusuf Aytar proslijedio/la je Tweet
The improvement in the quality of images sampled from generative models over the last few years has been astounding. https://www.youtube.com/watch?v=kSLJriaOumA … See in particular 5:35. This GAN has learned 3d structure of cars and bedrooms through only 2d images, and interpolates smoothly!
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Yusuf Aytar proslijedio/la je Tweet
Scene Recomposition by Learning-based ICP. New work from Steve Seitz’s group. https://arxiv.org/abs/1812.05583
#computervision#geometry#3d#roboticspic.twitter.com/4CEaZxjC7Q
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Yusuf Aytar proslijedio/la je Tweet
Imitation by watching YouTube: learning features from YouTube videos through self-supervision allows us to solve hard exploration games in Atari. Paper: https://papers.nips.cc/paper/7557-playing-hard-exploration-games-by-watching-youtube.pdf … Video: https://www.youtube.com/watch?v=s8ZSVfYmtpc&feature=youtu.be … Spotlight talk: Wed 4:20pm, 220CD Poster session: Wed 5-7pm, 210
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Yusuf Aytar proslijedio/la je Tweet
MetaMimic can imitate novel demonstration videos in one-shot. https://twitter.com/NandoDF/status/1052473846794719232 …pic.twitter.com/uCJFw7fQbg
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