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samuel humeau
samuel humeau
Facebook Research
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Poly-encoders: Transformer architectures and pre-training strategies for fast and accurate multi-sentence scoring
S Humeau, K Shuster, MA Lachaux, J Weston
arXiv preprint arXiv:1905.01969, 2019
2382019
Training millions of personalized dialogue agents
PE Mazaré, S Humeau, M Raison, A Bordes
arXiv preprint arXiv:1809.01984, 2018
1672018
Electricity load forecasting for residential customers: Exploiting aggregation and correlation between households
S Humeau, TK Wijaya, M Vasirani, K Aberer
2013 Sustainable internet and ICT for sustainability (SustainIT), 1-6, 2013
1462013
Engaging image captioning via personality
K Shuster, S Humeau, H Hu, A Bordes, J Weston
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1052019
Learning to speak and act in a fantasy text adventure game
J Urbanek, A Fan, S Karamcheti, S Jain, S Humeau, E Dinan, ...
arXiv preprint arXiv:1903.03094, 2019
832019
Build it break it fix it for dialogue safety: Robustness from adversarial human attack
E Dinan, S Humeau, B Chintagunta, J Weston
arXiv preprint arXiv:1908.06083, 2019
822019
Cluster-based aggregate forecasting for residential electricity demand using smart meter data
TK Wijaya, M Vasirani, S Humeau, K Aberer
2015 IEEE international conference on Big data (Big data), 879-887, 2015
812015
Image chat: Engaging grounded conversations
K Shuster, S Humeau, A Bordes, J Weston
arXiv preprint arXiv:1811.00945, 2018
412018
Reference-less quality estimation of text simplification systems
L Martin, S Humeau, PE Mazaré, A Bordes, EV de La Clergerie, B Sagot
arXiv preprint arXiv:1901.10746, 2019
272019
Real-time inference in multi-sentence tasks with deep pretrained transformers
S Humeau, K Shuster, MA Lachaux, J Weston
arXiv preprint arXiv:1905.01969, 2019
262019
Engaging image chat: Modeling personality in grounded dialogue
K Shuster, S Humeau, A Bordes, J Weston
242018
Residential electricity load forecasting: evaluation of individual and aggregate forecasts
TK Wijaya, S Humeau, M Vasirani, K Aberer
EPFL: Lausanne, Switzerland, 1-22, 2014
162014
Individual, aggregate, and cluster-based aggregate forecasting of residential demand
TK Wijaya, SFRJ Humeau, M Vasirani, K Aberer
EPFL, 2014
142014
Multimodal attribute extraction
RL Logan IV, S Humeau, S Singh
arXiv preprint arXiv:1711.11118, 2017
122017
Electricity load forecasting for residential customers: Exploiting aggregation and correlation between households, 2013 Sustainable Internet and ICT for Sustainability
S Humeau, TK Wijaya, M Vasirani, K Aberer
Internet ICT Sustain. Sustain 2013, 2013
82013
Image Chat: Engaging Grounded Conversations Download PDF
K Shuster, S Humeau, A Bordes, J Weston
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