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Meta-Sim: Learning to Generate Synthetic Datasets

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Apr 29 2019 Sanja Fidler

Excited to release our work on MetaSim which learns to generate synthetic datasets that resemble real datasets in content. @NvidiaAI @amlankar95 @aayush382 @liu_mingyu @davidjesusacu Antonio Torralba etc paper: https://arxiv.org/abs/1904.11621 project page: https://nv-tlabs.github.io/meta-sim/ https://t.co/DeuxFwSQvx
4 replies, 395 likes


Apr 29 2019 sim2real

Meta-Sim: Learning to Generate Synthetic Datasets https://arxiv.org/abs/1904.11621 https://t.co/tVDheA5PNZ
1 replies, 216 likes


Apr 30 2019 Amlan Kar

Thrilled to release what I've been working on for the last few months. Generative models of 3D scenes by learning to modify procedurally generated scenes! Thanks to @aayush382, @liu_mingyu, @davidjesusacu, Antonio, @FidlerSanja and collaborators @NvidiaAI!
1 replies, 43 likes


Apr 29 2019 Adrien Gaidon

Very cool ! VKITTI done automatically with deepnets for procedural generation :-)
0 replies, 7 likes


Apr 29 2019 Sanja Fidler

Excited to release our work on MetaSim which learns to generate synthetic datasets that resemble real datasets in content. @NvidiaAI @amlankar95 Aayush Prakash @liu_mingyu @davidjesusacu Antonio Torralba etc paper: https://arxiv.org/abs/1904.11621 project page: https://nv-tlabs.github.io/meta-sim/ https://t.co/vLEtpOqBe8
0 replies, 4 likes


Apr 29 2019 Amlan Kar

Excited to share what I've been working on for quite some time now. We learn to generate scenes in 3D by editing procedurally generated outputs to be closer in distribution to a real dataset! Work with @aayush382 @liu_mingyu @FidlerSanja and others at @NvidiaAI
0 replies, 2 likes


Nov 03 2019 Gavriel State

Awesome work shown at ICCV this week from the folks in the NVIDIA Toronto offices: https://news.developer.nvidia.com/nvidia-at-iccv-meta-sim-learning-to-generate-synthetic-datasets/
0 replies, 1 likes


Apr 29 2019 Amlan Kar

Excited to share what I've been working on @NvidiaAI! We learn to generate scenes in 3D by editing procedurally generated outputs to be closer in distribution to a real dataset. Work with @aayush382 @liu_mingyu @FidlerSanja and others at @NvidiaAI!
0 replies, 1 likes


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