Y-Lan Boureau
Y-Lan Boureau
Research scientist, Facebook Artificial Intelligence Research
Verified email at cs.nyu.edu - Homepage
TitleCited byYear
Learning mid-level features for recognition
YL Boureau, F Bach, Y LeCun, J Ponce
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
11012010
Unsupervised learning of invariant feature hierarchies with applications to object recognition
MA Ranzato, FJ Huang, YL Boureau, Y LeCun
Computer Vision and Pattern Recognition, 2007. CVPR'07. IEEE Conference on, 1-8, 2007
9872007
A theoretical analysis of feature pooling in visual recognition
YL Boureau, J Ponce, Y LeCun
Proceedings of the 27th international conference on machine learning (ICML …, 2010
8942010
Sparse feature learning for deep belief networks
MA Ranzato, YL Boureau, Y LeCun
Advances in neural information processing systems 20, 1185-1192, 2007
7512007
Learning convolutional feature hierarchies for visual recognition
K Kavukcuoglu, P Sermanet, YL Boureau, K Gregor, M Mathieu, Y LeCun
Advances in Neural Information Processing Systems, 2010
5592010
Learning end-to-end goal-oriented dialog
A Bordes, YL Boureau, J Weston
arXiv preprint arXiv:1605.07683, 2016
3552016
Opponency revisited: competition and cooperation between dopamine and serotonin
YL Boureau, P Dayan
Neuropsychopharmacology 36 (1), 74-97, 2010
3332010
Ask the locals: multi-way local pooling for image recognition
YL Boureau, N Le Roux, F Bach, J Ponce, Y LeCun
2762011
A theoretical analysis of feature pooling in vision algorithms
Y Boureau, J Ponce, Y LeCun
Proc. International Conference on Machine learning (ICML’10) 28, 2010
922010
Deciding How To Decide: Self-Control and Meta-Decision Making
YL Boureau, P Sokol-Hessner, ND Daw
Trends in Cognitive Sciences, 2015
842015
A unified energy-based framework for unsupervised learning
MA Ranzato, YL Boureau, S Chopra, Y LeCun
Proc. Conference on AI and Statistics (AI-Stats), 2007
722007
Multiple-Attribute Text Rewriting
G Lample, S Subramanian, E Smith, L Denoyer, YL Boureau
14*2018
Overview of the sixth dialog system technology challenge: DSTC6
C Hori, J Perez, R Higashinaka, T Hori, YL Boureau, M Inaba, ...
Computer Speech & Language 55, 1-25, 2019
112019
Towards Empathetic Open-domain Conversation Models: A New Benchmark and Dataset
H Rashkin, EM Smith, M Li, YL Boureau
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
9*2019
Dialog system & technology challenge 6 overview of track 1-END-to-end goal-oriented dialog learning
J Perez, YL Boureau, A Bordes
Dialog System Technology Challenges 6, 2017
9*2017
On the Pitfalls of Measuring Emergent Communication
R Lowe, J Foerster, YL Boureau, J Pineau, Y Dauphin
Proceedings of the 18th International Conference on Autonomous Agents and …, 2019
52019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue
D Kang, A Balakrishnan, P Shah, P Crook, YL Boureau, J Weston
arXiv preprint arXiv:1909.03922, 2019
2019
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Articles 1–17