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A surprisingly simple technique to control the pretraining bias for better transfer: Expand or Narrow your representation.

F. Bordes, S. Lavoie, R. Balestriero, N. Ballas, and P. Vincent. CoRR, (2023)

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Vincent Kuhn

Vincent Liebert

Vincent Saderne

Vincent Tejedor

Vincent Kisselbach

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Parametric Adversarial Divergences are Good Task Losses for Generative Modeling.G. Huang, H. Berard, A. Touati, G. Gidel, P. Vincent, and S. Lacoste-Julien. ICLR (Workshop), OpenReview.net, (2018)Understanding Dimensional Collapse in Contrastive Self-supervised Learning.L. Jing, P. Vincent, Y. LeCun, and Y. Tian. CoRR, (2021)A high-order feature synthesis and selection algorithm applied to insurance risk modelling.C. Dugas, N. Chapados, R. Ducharme, X. Saint-Mleux, and P. Vincent. Int. J. Bus. Intell. Data Min., 6 (3): 237-258 (2011)Quickly Generating Representative Samples from an RBM-Derived Process.O. Breuleux, Y. Bengio, and P. Vincent. Neural Comput., 23 (8): 2058-2073 (2011)Online Adversarial Attacks.A. Mladenovic, A. Bose, H. Berard, W. Hamilton, S. Lacoste-Julien, P. Vincent, and G. Gidel. CoRR, (2021)Adding noise to the input of a model trained with a regularized objectiveS. Rifai, X. Glorot, Y. Bengio, and P. Vincent. CoRR, (2011)Clustering is Efficient for Approximate Maximum Inner Product Search.A. Auvolat, and P. Vincent. CoRR, (2015)The Difficulty of Training Deep Architectures and the Effect of Unsupervised Pre-Training.D. Erhan, P. Manzagol, Y. Bengio, S. Bengio, and P. Vincent. AISTATS, volume 5 of JMLR Proceedings, page 153-160. JMLR.org, (2009)Deep Learning using Robust Interdependent Codes.H. Larochelle, D. Erhan, and P. Vincent. AISTATS, volume 5 of JMLR Proceedings, page 312-319. JMLR.org, (2009)Why Does Unsupervised Pre-training Help Deep Learning?D. Erhan, A. Courville, Y. Bengio, and P. Vincent. AISTATS, volume 9 of JMLR Proceedings, page 201-208. JMLR.org, (2010)

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Disambiguation of "Vincent, Pascal"

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A surprisingly simple technique to control the pretraining bias for better transfer: Expand or Narrow your representation.

Please choose a person to relate this publication to

Vincent Kuhn

Vincent Liebert

Vincent Saderne

Vincent Tejedor

Vincent Kisselbach

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Vincent, Pascal"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML A surprisingly simple technique to control the pretraining bias for better transfer: Expand or Narrow your representation.

Please choose a person to relate this publication to

Vincent Kuhn

Vincent Liebert

Vincent Saderne

Vincent Tejedor

Vincent Kisselbach

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

A surprisingly simple technique to control the pretraining bias for better transfer: Expand or Narrow your representation.