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Visualizing and Understanding Generative Adversarial Networks (Extended Abstract)


Jan 29, 2019
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba

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* In AAAI-19 workshop on Network Interpretability for Deep Learning arXiv admin note: substantial text overlap with arXiv:1811.10597 

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GAN Dissection: Visualizing and Understanding Generative Adversarial Networks


Dec 08, 2018
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba

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* 18 pages, 19 figures 

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Visual Object Networks: Image Generation with Disentangled 3D Representation


Dec 06, 2018
Jun-Yan Zhu, Zhoutong Zhang, Chengkai Zhang, Jiajun Wu, Antonio Torralba, Joshua B. Tenenbaum, William T. Freeman

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* NeurIPS 2018. Code: https://github.com/junyanz/VON Website: http://von.csail.mit.edu/ 

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Dataset Distillation


Nov 27, 2018
Tongzhou Wang, Jun-Yan Zhu, Antonio Torralba, Alexei A. Efros

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Semantic Understanding of Scenes through the ADE20K Dataset


Oct 16, 2018
Bolei Zhou, Hang Zhao, Xavier Puig, Tete Xiao, Sanja Fidler, Adela Barriuso, Antonio Torralba

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* IJCV extension 

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Recipe1M: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images


Oct 14, 2018
Javier Marin, Aritro Biswas, Ferda Ofli, Nicholas Hynes, Amaia Salvador, Yusuf Aytar, Ingmar Weber, Antonio Torralba

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* Submitted to Transactions on Pattern Analysis and Machine Intelligence 

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The Sound of Pixels


Oct 14, 2018
Hang Zhao, Chuang Gan, Andrew Rouditchenko, Carl Vondrick, Josh McDermott, Antonio Torralba

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3D-Aware Scene Manipulation via Inverse Graphics


Oct 11, 2018
Shunyu Yao, Tzu Ming Harry Hsu, Jun-Yan Zhu, Jiajun Wu, Antonio Torralba, William T. Freeman, Joshua B. Tenenbaum

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* NIPS 2018 

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Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids


Oct 03, 2018
Yunzhu Li, Jiajun Wu, Russ Tedrake, Joshua B. Tenenbaum, Antonio Torralba

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Propagation Networks for Model-Based Control Under Partial Observation


Sep 28, 2018
Yunzhu Li, Jiajun Wu, Jun-Yan Zhu, Joshua B. Tenenbaum, Antonio Torralba, Russ Tedrake

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