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Yann LeCun
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Publications
- 2023
- [c172]Vivien Cabannes, Léon Bottou, Yann LeCun, Randall Balestriero:
Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need. ICCV 2023: 16228-16237 - [i115]Vivien Cabannes, Léon Bottou, Yann LeCun, Randall Balestriero:
Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need. CoRR abs/2303.15256 (2023) - 2022
- [c158]Randall Balestriero, Léon Bottou, Yann LeCun:
The Effects of Regularization and Data Augmentation are Class Dependent. NeurIPS 2022 - [i99]Randall Balestriero, Léon Bottou, Yann LeCun:
The Effects of Regularization and Data Augmentation are Class Dependent. CoRR abs/2204.03632 (2022) - 2016
- [i35]Levent Sagun, Léon Bottou, Yann LeCun:
Singularity of the Hessian in Deep Learning. CoRR abs/1611.07476 (2016) - 2012
- [p4]Yann LeCun, Léon Bottou, Genevieve B. Orr, Klaus-Robert Müller:
Efficient BackProp. Neural Networks: Tricks of the Trade (2nd ed.) 2012: 9-48 - 2007
- [j22]Sören Sonnenburg, Mikio L. Braun, Cheng Soon Ong, Samy Bengio, Léon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gunnar Rätsch, Bernhard Schölkopf, Alexander J. Smola, Pascal Vincent, Jason Weston, Robert C. Williamson:
The Need for Open Source Software in Machine Learning. J. Mach. Learn. Res. 8: 2443-2466 (2007) - 2005
- [j20]F. Ning, D. Delhomme, Yann LeCun, F. Piano, Léon Bottou, Paolo Emilio Barbano:
Toward Automatic Phenotyping of Developing Embryos From Videos. IEEE Trans. Image Process. 14(9): 1360-1371 (2005) - 2004
- [c38]Yann LeCun, Fu Jie Huang, Léon Bottou:
Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting. CVPR (2) 2004: 97-104 - 2003
- [c36]Léon Bottou, Yann LeCun:
Large Scale Online Learning. NIPS 2003: 217-224 - 2001
- [c34]Léon Bottou, Patrick Haffner, Yann LeCun:
Efficient Conversion of Digital Documents to Multilayer Raster Formats. ICDAR 2001: 444-449 - 1999
- [c33]Patrick Haffner, Léon Bottou, Paul G. Howard, Yann LeCun:
DjVu: Analyzing and Compressing Scanned Documents for Internet Distribution. ICDAR 1999: 625-628 - [c32]Patrick Haffner, Yann LeCun, Léon Bottou, Paul G. Howard, Pascal Vincent, Bill Riemers:
Color Documents on the Web with DJVU. ICIP (1) 1999: 239-243 - [c31]Yann LeCun, Patrick Haffner, Léon Bottou, Yoshua Bengio:
Object Recognition with Gradient-Based Learning. Shape, Contour and Grouping in Computer Vision 1999: 319- - 1998
- [j18]Léon Bottou, Patrick Haffner, Paul G. Howard, Patrice Y. Simard, Yoshua Bengio, Yann LeCun:
High quality document image compression with "DjVu". J. Electronic Imaging 7(3): 410-425 (1998) - [j16]Yann LeCun, Léon Bottou, Yoshua Bengio, Patrick Haffner:
Gradient-based learning applied to document recognition. Proc. IEEE 86(11): 2278-2324 (1998) - [j15]Barry G. Haskell, Paul G. Howard, Yann LeCun, Atul Puri, Jörn Ostermann, M. Reha Civanlar, Lawrence R. Rabiner, Léon Bottou, Patrick Haffner:
Image and video coding-emerging standards and beyond. IEEE Trans. Circuits Syst. Video Technol. 8(7): 814-837 (1998) - [c30]Patrick Haffner, Léon Bottou, Paul G. Howard, Patrice Y. Simard, Yoshua Bengio, Yann LeCun:
Browsing through High Quality Document Images with DjVu. ADL 1998: 309-318 - [c29]Yann LeCun, Léon Bottou, Patrick Haffner, Paul G. Howard:
DjVu: a Compression Method for Distributing Scanned Documents in Color over the Internet. CIC 1998: 220-223 - [c28]Patrice Y. Simard, Léon Bottou, Patrick Haffner, Yann LeCun:
Boxlets: A Fast Convolution Algorithm for Signal Processing and Neural Networks. NIPS 1998: 571-577 - 1997
- [c27]Léon Bottou, Yoshua Bengio, Yann LeCun:
Global Training of Document Processing Systems Using Graph Transformer Networks. CVPR 1997: 489-494 - [c26]Yann LeCun, Léon Bottou, Yoshua Bengio:
Reading checks with multilayer graph transformer networks. ICASSP 1997: 151-154 - 1996
- [p2]Yann LeCun, Léon Bottou, Genevieve B. Orr, Klaus-Robert Müller:
Effiicient BackProp. Neural Networks: Tricks of the Trade 1996: 9-50 - 1994
- [c22]Léon Bottou, Corinna Cortes, John S. Denker, Harris Drucker, Isabelle Guyon, Larry D. Jackel, Yann LeCun, Urs A. Müller, Eduard Säckinger, Patrice Y. Simard, Vladimir Vapnik:
Comparison of classifier methods: a case study in handwritten digit recognition. ICPR (2) 1994: 77-82 - 1993
- [j10]Jane Bromley, James W. Bentz, Léon Bottou, Isabelle Guyon, Yann LeCun, Cliff Moore, Eduard Säckinger, Roopak Shah:
Signature Verification Using A "Siamese" Time Delay Neural Network. Int. J. Pattern Recognit. Artif. Intell. 7(4): 669-688 (1993)
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