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
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
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
Sparse feature learning for deep belief networks
MA Ranzato, YL Boureau, Y LeCun
Advances in neural information processing systems 20, 1185-1192, 2007
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
Learning end-to-end goal-oriented dialog
A Bordes, YL Boureau, J Weston
arXiv preprint arXiv:1605.07683, 2016
Opponency revisited: competition and cooperation between dopamine and serotonin
YL Boureau, P Dayan
Neuropsychopharmacology 36 (1), 74-97, 2010
Ask the locals: multi-way local pooling for image recognition
YL Boureau, N Le Roux, F Bach, J Ponce, Y LeCun
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
Deciding How To Decide: Self-Control and Meta-Decision Making
YL Boureau, P Sokol-Hessner, ND Daw
Trends in Cognitive Sciences, 2015
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
Multiple-Attribute Text Rewriting
G Lample, S Subramanian, E Smith, L Denoyer, YL Boureau
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
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
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
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
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
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