Yang Song
Google Publications
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Improving the Robustness of Deep Neural Networks via Stability Training
Stephan Zheng, Yang Song, Thomas Leung, Ian Goodfellow
CVPR'2016, IEEE (to appear)
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Learning semantic relationships for better action retrieval in images
Vignesh Ramanathan, Congcong Li, Jia Deng, Wei Han, Zhen Li, Kunlong Gu, Yang Song, Samy Bengio, Chuck Rosenberg, Li Fei-Fei
CVPR (2015)
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Learning Fine-grained Image Similarity with Deep Ranking
Jiang Wang, Yang Song, Thomas Leung, Chuck Rosenberg, Jingbin Wang, James Philbin, Bo Chen, Ying Wu
CVPR'2014, IEEE
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Handling Label Noise in Video Classification via Multiple Instance Learning
Thomas Leung, Yang Song, John Zhang
ICCV'2011, IEEE
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Improving Video Classification via YouTube Video Co-Watch Data
John Zhang, Yang Song, Thomas Leung
ACM Workshop on Social and Behavioural Networked Media Access at ACM MM 2011, ACM
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YouTubeEvent: On Large-Scale Video Event Classification
Bingbing Ni, Yang Song, Ming Zhao
The 3rd International Workshop on Video Event Categorization, Tagging and Retrieval for Real-World Applications at IEEE ICCV'2011
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A Large-Scale Taxonomic Classification System for Web-based Videos
Yang Song, Ming Zhao, Reto Strobl, John Zhang, Jay Yagnik
the 11th European Conference on Computer Vision (ECCV 2010)
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Taxonomic Classification for Web-based Videos
Yang Song, Ming Zhao, Jay Yagnik, Xiaoyun Wu
IEEE Conf on Computer Vision and Pattern Recognition (CVPR), IEEE (2010)
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YouTubeCat: Learning to Categorize Wild Web Videos
Zheshen Wang, Ming Zhao, Yang Song, Sanjiv Kumar, Baoxin Li
IEEE Conf on Computer Vision and Pattern Recognition (CVPR) (2010)
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Tour the World: building a web-scale landmark recognition engine
Yantao Zheng, Ming Zhao, Yang Song, Hartwig Adam, Ulrich Buddemeier, Alessandro Bissacco, Fernando Brucher, Tat-Seng Chua, Hartmut Neven
International Conference on Computer Vision and Pattern Recognition (CVPR) (2009)
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Tour the world: a technical demonstration of a web-scale landmark recognition engine
Yan-Tao Zheng, Ming Zhao, Yang Song, Hartwig Adam, Ulrich Buddemeier, Alessandro Bissacco, Fernando Brucher, Tat-Seng Chua, Hartmut Neven, Jay Yagnik
MM '09: Proceedings of the seventeen ACM international conference on Multimedia, ACM, New York, NY, USA (2009), pp. 961-962
Previous Publications
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Context-aided Human Recognition - Clustering
Proc. of European Conferences on Computer Vision (2006)
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A Probabilistic Approach to Human Motion Detection and Labeling
Ph.D. Thesis, California Institute of Technology (2003)
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Unsupervised Learning of Human Motion Models
Yang Song, Luis Goncalves, Pietro Perona
IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 25 (2003), pp. 814-827
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Learning Probabilistic Structure for Human Motion Detection
Yang Song, Luis Goncalves, Pietro Perona
Proc. IEEE Conf. Computer Vision and Pattern Recognition (2001)
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Monocular Perception of Biological Motion in Johansson Displays
Yang Song, Luis Goncalves, E. Di Bernardo, Pietro Perona
Computer Vision and Image Understanding, vol. 81 (2001), pp. 303-327
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Unsupervised Learning of Human Motion Models
Yang Song, Luis Goncalves, Pietro Perona
Advances in Neural Information Processing Systems 14 (2001)
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A computational model for motion detection and direction discrimination in humans
Yang Song, Pietro Perona
IEEE computer society workshop on Human Motion (2000), pp. 11-16
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Monocular perception of biological motion - clutter and partial occlusion
Yang Song, Luis Goncalves, Pietro Perona
Proc. of 6th European Conferences on Computer Vision (2000)
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Towards Detection of Human Motion
Yang Song, Xiaolin Feng, Pietro Perona
Proc. IEEE Conf. Computer Vision and Pattern Recognition (2000)
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Monocular perception of biological motion - detection and labeling
Yang Song, L. Goncalves,, E. Di Bernardo, P. Perona
Proc. of 7th International Conferences on Computer Vision (1999), pp. 805-812









