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Meta-Sim: Learning to Generate Synthetic Datasets

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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, 431 likes


sim2real: Meta-Sim: Learning to Generate Synthetic Datasets https://arxiv.org/abs/1904.11621 https://t.co/tVDheA5PNZ

1 replies, 216 likes


Amlan Kar: @PyTorch code showing the generic learning setup and reproducing simple experiments is now available! Code: https://github.com/nv-tlabs/meta-sim Project Page: https://nv-tlabs.github.io/meta-sim/ Paper: https://arxiv.org/abs/1904.11621

0 replies, 159 likes


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


Adrien Gaidon: Very cool ! VKITTI done automatically with deepnets for procedural generation :-)

0 replies, 7 likes


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


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


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


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


Content

Found on Apr 29 2019 at https://arxiv.org/pdf/1904.11621.pdf

PDF content of a computer science paper: Meta-Sim: Learning to Generate Synthetic Datasets