Publications

My profiles on Google Research and Google Scholar.

Interviews

Press Publications

Talks

  • Visual Representations at Scale. Invited talk at ICLR'14 (video), 2014.
  • Acoustic Modeling and Deep Learning. Keynote at ICML'13 (video), 2013.
  • Quantum Computing and Speech Recognition. Google Open House at the 1st NASA Quantum Future Technologies Conference, 2012.
  • Toward Superhuman Speech Recognition. AAAI Open House (video) and Frontiers Of Engineering Symposium (video), 2011.
  • Speech and Search: Bridging the Gap. Keynote at ISCSLP'08, Kunming, China, December 2008.

Scientific Publications

Reports

Patents

  • Speech Recognition Process, Georg Heigold, Patrick An Phu NGuyen, Mitchel Weintraub, Vincent O. Vanhoucke. US Patent #8775177. 
  • Asynchronous Stochastic Optimization for Sequence Training of Deep Neural Networks, Georg Heigold, Erik McDermott, Vincent O. Vanhoucke, Andrew W. Senior, Michiel A.U. Bacchiani. US Appl. 2013.
  • Adaptive auto-encoders, Vincent Vanhoucke, US Patent #8484022.
  • Multi-frame prediction for hybrid neural network/hidden Markov models, Vincent Vanhoucke, US Patent #8442821.
  • Dynamic selection among acoustic transforms, Francoise Beaufays, Johan Schalkwyk, Vincent Vanhoucke and Petar Aleksic, US Appl. 2011.
  • Activating content distribution, Vincent Vanhoucke, Michael H. Cohen, Manish G. Patel and Gudmundur Hafsteinsson, US Appl. 2009, WO Patent #2010056874.
  • System and method for using image analysis and search in E-commerce, Salih Burak Gokturk, Baris Sumengen, Diem Vu, Navneet Dalal, Danny Yang, Xiaofan Lin, Azhar Khan, Mujal Shah, Dragomir Anguelov, Lorenzo Torresani, Vincent Vanhoucke, US Patent #8732030.
  • System and method for search portions of objects in images and features thereof, Salih Burak Gokturk, Baris Sumengen, Diem Vu, Navneet Dalal, Danny Yang, Xiaofan Lin, Azhar Khan, Munjal Shah, Dragomir Anguelov, Lorenzo Torresani and Vincent Vanhoucke, US Patent #7657126, WO Patent #2008060919, EP Patent #2092444.
  • System and method for enabling image searching using manual enrichment, classification and/or segmentation, Salih Burak Gokturk, Baris Sumengen, Diem Vu, Navneet Dalal, Danny Yang, Xiaofan Lin, Azhar Khan, Munjal Shah, Dragomir Anguelov, Lorenzo Torresani and Vincent Vanhoucke, US Patent #7660468.
  • System and method for enabling image recognition and searching of images, Salih Burak Gokturk, Baris Sumengen, Diem Vu, Navneet Dalal, Danny Yang, Xiaofan Lin, Azhar Khan, Munjal Shah, Dragomir Anguelov, Lorenzo Torresani and Vincent Vanhoucke, US Patent #7657100.
  • Computer-Implemented Method for Performing Similarity Searches, Vincent Vanhoucke, Salih Burak Gokturk, Dragomir Anguelov, Kuang-chih Lee, Munjal Shah, and Ashwin Tengli. US Patent #7760917
  • System and method for enabling the use of captured images through recognition, Salih Burak Gokturk, Dragomir Anguelov, Vincent Vanhoucke, Kuang-chih Lee, Diem Vu, Danny Yang, Munjal Shah, Azhar Khan, US Patents #7519200, #8649572, WO Patent #2006122164, EP Patent #1889207.
  • System and method for providing objectified image renderings using recognition information from images, Salih Burak Gokturk, Dragomir Anguelov, Vincent Vanhoucke, Kuang-chih Lee, Diem Vu, Danny Yang, Munjal Shah, Azhar Khan, US Patents #7783135, #8139900.
  • System and method for recognizing objects from images and identifying relevancy amongst images and information, Salih Burak Gokturk, Dragomir Anguelov, Vincent Vanhoucke, Kuang-chih Lee, Diem Vu, Danny Yang, Munjal Shah, Azhar Khan, US Patent #7809192.
  • System and method for enabling search and retrieval from image files based on recognized information, Salih Burak Gokturk, Dragomir Anguelov, Vincent Vanhoucke, Kuang-chih Lee, Diem Vu, Danny Yang, Munjal Shah, Azhar Khan. US Patent #7809722.
  • System and method for displaying contextual supplemental content based on image content, Vincent Vanhoucke, Salih B. Gokturk, Munjal Shah, Julie Baumgartner, US Appl. 2008.
  • Techniques for enabling or establishing the use of face recognition algorithms, Salih Burak Gokturk, Dragomir Anguelov, Lorenzo Torresani, Vincent Vanhoucke, Munjal Shah, Diem Vu, Kuang-Chih Lee, US Appl. 2007.
  • System and method for enabling image recognition and searching of remote content on display, Salih Burak Gokturk, Dan Chiao, Jacquie Phillips, Mark Moran, Vincent Vanhoucke, Azhar Khan, Xiaofan Lin, Munjal Shah, Andrew Miller, Navneet Dalal and Diem Vu. US appl., 2007.
  • Technique for activating images on websites in order to enable visual search of image portions by website users, Salih Burak Gokturk, Dan Chiao, Jacquie Marie Phillips, Mark Moran, Vincent Vanhoucke, Azhar Khan, Xiaofan Lin and Munjal Shah. US Appl. 2007.
  • Image similarity system, Salih Burak Gokturk, Baris Sumengen, Xiaofan Lin, Danny Yang, Dragomir Anguelov, Lorenzo Torresani, Diem Vu, Navneet Dalal, Ashwin Tengli, A. Balasubraminian, Vincent Vanhoucke, Munjal Shah and Azhar Khan, US Appl. 2006.
  • Method for assessing face similarity that leverages biographical cues, Vincent Vanhoucke, Salih Burak Gokturk, Dragomir Anguelov, Kuang-chi Lee, Munjal Shah and Ashwin Tengli. US Appl. 2006.
  • Algorithms to intelligently choose labeling examples for face recognition and dynamically changing the acceptance thresholds for face recognition, Salih Burak Gokturk, Vincent Vanhoucke, Dragomir Anguelov, Diem Vu and Munjal Shah. US Appl. 2006.
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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Vincent Vanhoucke,
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