Antonio Torralba
- Michael Chang, Tomer Ullman, Antonio Torralba, Joshua B. Tenenbaum:
A Compositional Object-Based Approach To Learning Physical Dynamics (web) (bibtex)
Proceedings of the 5th International Conference on Learning Representations
#intuitive physics, #simulation, #deep learning, #unsupervised learning, #scene understanding
@article{MichaelChang:2017:07f51,
author = {Michael Chang and Tomer Ullman and Antonio Torralba and Joshua B. Tenenbaum},
journal = {Proceedings of the 5th International Conference on Learning Representations},
title = {A Compositional Object-Based Approach To Learning Physical Dynamics},
year = {2017},
keywords = {intuitive physics, simulation, deep learning, unsupervised learning, scene understanding},
doi = {},
url = {https://arxiv.org/abs/1612.00341}
}
- Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman:
Single Image 3D Interpreter Network (web) (bibtex)
European Conference in Computer Vision (ECCV)
#deep learning, #self-supervised learning, #3d vision
@article{JiajunWu:2016:770f7,
author = {Jiajun Wu and Tianfan Xue and Joseph J. Lim and Yuandong Tian and Joshua B. Tenenbaum and Antonio Torralba and William T. Freeman},
journal = {European Conference in Computer Vision (ECCV)},
title = {Single Image 3D Interpreter Network},
year = {2016},
keywords = {deep learning, self-supervised learning, 3d vision},
doi = {},
url = {http://3dinterpreter.csail.mit.edu/}
}
- Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman:
3D Interpreter Networks for Viewer-Centered Wireframe Modeling (web) (bibtex)
International Journal of Computer Vision (IJCV)
#3d vision, #deep learning
@article{JiajunWu:2018:ad749,
author = {Jiajun Wu and Tianfan Xue and Joseph J. Lim and Yuandong Tian and Joshua B. Tenenbaum and Antonio Torralba and William T. Freeman},
journal = {International Journal of Computer Vision (IJCV)},
title = {3D Interpreter Networks for Viewer-Centered Wireframe Modeling},
year = {2018},
keywords = {3d vision, deep learning},
doi = {},
url = {http://3dinterpreter.csail.mit.edu/}
}
- Shunyu Yao, Tzu-Ming Harry Hsu, Jun-Yan Zhu, Jiajun Wu, Antonio Torralba, William T. Freeman, Joshua B. Tenenbaum:
3D-Aware Scene Manipulation via Inverse Graphics (web) (bibtex)
Advances in Neural Information Processing Systems (NeurIPS)
#3d vision, #deep learning, #scene understanding
@article{ShunyuYao:2018:a9aef,
author = {Shunyu Yao and Tzu-Ming Harry Hsu and Jun-Yan Zhu and Jiajun Wu and Antonio Torralba and William T. Freeman and Joshua B. Tenenbaum},
journal = {Advances in Neural Information Processing Systems (NeurIPS)},
title = {3D-Aware Scene Manipulation via Inverse Graphics},
year = {2018},
keywords = {3d vision, deep learning, scene understanding},
doi = {},
url = {http://3dsdn.csail.mit.edu/}
}
- Kexin Yi, Jiajun Wu, Chuang Gan, Antonio Torralba, Pushmeet Kohli, Joshua B. Tenenbaum:
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding (web) (bibtex)
Advances in Neural Information Processing Systems (NeurIPS)
#visual reasoning, #deep learning, #scene understanding
@article{KexinYi:2018:18b7f,
author = {Kexin Yi and Jiajun Wu and Chuang Gan and Antonio Torralba and Pushmeet Kohli and Joshua B. Tenenbaum},
journal = {Advances in Neural Information Processing Systems (NeurIPS)},
title = {Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding},
year = {2018},
keywords = {visual reasoning, deep learning, scene understanding},
doi = {},
url = {http://nsvqa.csail.mit.edu/}
}
- Jun-Yan Zhu, Zhoutong Zhang, Chengkai Zhang, Jiajun Wu, Antonio Torralba, Joshua B. Tenenbaum, William T. Freeman:
Visual Object Networks: Image Generation with Disentangled 3D Representations (web) (bibtex)
Advances in Neural Information Processing Systems (NeurIPS)
#3d vision, #deep learning
@article{Jun-YanZhu:2018:3aa73,
author = {Jun-Yan Zhu and Zhoutong Zhang and Chengkai Zhang and Jiajun Wu and Antonio Torralba and Joshua B. Tenenbaum and William T. Freeman},
journal = {Advances in Neural Information Processing Systems (NeurIPS)},
title = {Visual Object Networks: Image Generation with Disentangled 3D Representations},
year = {2018},
keywords = {3d vision, deep learning},
doi = {},
url = {http://von.csail.mit.edu/}
}
- Yunzhu Li, Jiajun Wu, Jun-Yan Zhu, Antonio Torralba, Joshua B. Tenenbaum, Russ Tedrake:
Propagation Networks for Model-Based Control Under Partial Observation (web) (bibtex)
IEEE International Conference on Robotics and Automation (ICRA)
#dynamics modeling, #deep learning, #robotics
@article{YunzhuLi:2019:dfe34,
author = {Yunzhu Li and Jiajun Wu and Jun-Yan Zhu and Antonio Torralba and Joshua B. Tenenbaum and Russ Tedrake},
journal = {IEEE International Conference on Robotics and Automation (ICRA)},
title = {Propagation Networks for Model-Based Control Under Partial Observation},
year = {2019},
keywords = {dynamics modeling, deep learning, robotics},
doi = {},
url = {http://propnet.csail.mit.edu/}
}
- Yunzhu Li, Jiajun Wu, Russ Tedrake, Joshua B. Tenenbaum, Antonio Torralba:
Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, Fluids (web) (bibtex)
International Conference on Learning Representations (ICLR)
#dynamics predicting, #planning and control
@article{YunzhuLi:2019:bda8a,
author = {Yunzhu Li and Jiajun Wu and Russ Tedrake and Joshua B. Tenenbaum and Antonio Torralba},
journal = {International Conference on Learning Representations (ICLR)},
title = {Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, Fluids},
year = {2019},
keywords = {dynamics predicting, planning and control},
doi = {},
url = {http://dpi.csail.mit.edu/}
}
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