DeepFace: Closing the Gap to Human-Level Performance in Face Verification
Taigman, Yaniv, Ming Yang, Ranzato, Marc'Aurelio, Wolf, Lior
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
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Conference Proceeding
Helpless infants are learning a foundation model
Cusack, Rhodri, Ranzato, Marc’Aurelio, Charvet, Christine J.
Published in Trends in cognitive sciences (01.08.2024)
Published in Trends in cognitive sciences (01.08.2024)
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Journal Article
Learning invariant features through topographic filter maps
Kavukcuoglu, Koray, Ranzato, Marc'Aurelio, Fergus, Rob, LeCun, Yann
Published in 2009 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2009)
Published in 2009 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2009)
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Conference Proceeding
Guest Editorial: Deep Learning
Ranzato, Marc’Aurelio, Hinton, Geoffrey, LeCun, Yann
Published in International journal of computer vision (01.05.2015)
Published in International journal of computer vision (01.05.2015)
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Journal Article
The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation
Goyal, Naman, Gao, Cynthia, Chaudhary, Vishrav, Chen, Peng-Jen, Wenzek, Guillaume, Ju, Da, Krishnan, Sanjana, Ranzato, Marc’Aurelio, Guzmán, Francisco, Fan, Angela
Published in Transactions of the Association for Computational Linguistics (04.05.2022)
Published in Transactions of the Association for Computational Linguistics (04.05.2022)
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Journal Article
Task-Driven Modular Networks for Zero-Shot Compositional Learning
Purushwalkam, Senthil, Nickel, Maximillian, Gupta, Abhinav, Ranzato, Marc'aurelio
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
Web-scale training for face identification
Taigman, Yaniv, Ming Yang, Ranzato, Marc'Aurelio, Wolf, Lior
Published in 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2015)
Published in 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2015)
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Conference Proceeding
PANDA: Pose Aligned Networks for Deep Attribute Modeling
Ning Zhang, Paluri, Manohar, Ranzato, Marc'Aurelio, Darrell, Trevor, Bourdev, Lubomir
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
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Conference Proceeding
What is the best multi-stage architecture for object recognition?
Jarrett, Kevin, Kavukcuoglu, Koray, Ranzato, Marc' Aurelio, LeCun, Yann
Published in 2009 IEEE 12th International Conference on Computer Vision (01.09.2009)
Published in 2009 IEEE 12th International Conference on Computer Vision (01.09.2009)
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Conference Proceeding
Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition
Ranzato, M.A., Fu Jie Huang, Boureau, Y.-L., Yann LeCun
Published in 2007 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2007)
Published in 2007 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2007)
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Conference Proceeding
Modeling Natural Images Using Gated MRFs
Ranzato, M., Mnih, V., Susskind, J. M., Hinton, G. E.
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2013)
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2013)
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Journal Article
Scale-invariant learning and convolutional networks
Chintala, Soumith, Ranzato, Marc'Aurelio, Szlam, Arthur, Tian, Yuandong, Tygert, Mark, Zaremba, Wojciech
Published in Applied and computational harmonic analysis (01.01.2017)
Published in Applied and computational harmonic analysis (01.01.2017)
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Journal Article
Modeling pixel means and covariances using factorized third-order boltzmann machines
Ranzato, M A, Hinton, G E
Published in 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (01.06.2010)
Published in 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (01.06.2010)
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Conference Proceeding
Hard Mixtures of Experts for Large Scale Weakly Supervised Vision
Gross, Sam, Ranzato, Marc'Aurelio, Szlam, Arthur
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding