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Self-Supervised Learning of Audio-Visual Objects from Video

Aug 10, 2020
Triantafyllos Afouras, Andrew Owens, Joon Son Chung, Andrew Zisserman

* ECCV 2020 

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Space-Time Correspondence as a Contrastive Random Walk

Jun 25, 2020
Allan Jabri, Andrew Owens, Alexei A. Efros


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CNN-generated images are surprisingly easy to spot... for now

Dec 23, 2019
Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, Alexei A. Efros


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Detecting Photoshopped Faces by Scripting Photoshop

Jun 13, 2019
Sheng-Yu Wang, Oliver Wang, Andrew Owens, Richard Zhang, Alexei A. Efros


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Learning Individual Styles of Conversational Gesture

Jun 10, 2019
Shiry Ginosar, Amir Bar, Gefen Kohavi, Caroline Chan, Andrew Owens, Jitendra Malik

* CVPR 2019 

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Audio-Visual Scene Analysis with Self-Supervised Multisensory Features

Oct 09, 2018
Andrew Owens, Alexei A. Efros


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MoSculp: Interactive Visualization of Shape and Time

Sep 14, 2018
Xiuming Zhang, Tali Dekel, Tianfan Xue, Andrew Owens, Qiurui He, Jiajun Wu, Stefanie Mueller, William T. Freeman

* UIST 2018. Project page: http://mosculp.csail.mit.edu/ 

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Fighting Fake News: Image Splice Detection via Learned Self-Consistency

Sep 05, 2018
Minyoung Huh, Andrew Liu, Andrew Owens, Alexei A. Efros


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More Than a Feeling: Learning to Grasp and Regrasp using Vision and Touch

Jul 26, 2018
Roberto Calandra, Andrew Owens, Dinesh Jayaraman, Justin Lin, Wenzhen Yuan, Jitendra Malik, Edward H. Adelson, Sergey Levine

* 8 pages. Published on IEEE Robotics and Automation Letters (RAL). Website: https://sites.google.com/view/more-than-a-feeling 

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Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning

Dec 20, 2017
Andrew Owens, Jiajun Wu, Josh H. McDermott, William T. Freeman, Antonio Torralba

* Journal preprint of arXiv:1608.07017 (unpublished submission to IJCV) 

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The Feeling of Success: Does Touch Sensing Help Predict Grasp Outcomes?

Oct 16, 2017
Roberto Calandra, Andrew Owens, Manu Upadhyaya, Wenzhen Yuan, Justin Lin, Edward H. Adelson, Sergey Levine

* 10 pages, accepted at the 1st Annual Conference on Robot Learning (CoRL) 

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Shape-independent Hardness Estimation Using Deep Learning and a GelSight Tactile Sensor

Apr 13, 2017
Wenzhen Yuan, Chenzhuo Zhu, Andrew Owens, Mandayam A. Srinivasan, Edward H. Adelson


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Ambient Sound Provides Supervision for Visual Learning

Dec 05, 2016
Andrew Owens, Jiajun Wu, Josh H. McDermott, William T. Freeman, Antonio Torralba

* ECCV 2016 

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Visually Indicated Sounds

Apr 30, 2016
Andrew Owens, Phillip Isola, Josh McDermott, Antonio Torralba, Edward H. Adelson, William T. Freeman


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