Sotabase

Career

· Senior Director, Qualcomm2021–
· CEO, Twenty Billion Neurons2018–2021
· Chief Scientist, Twenty Billion Neurons2016–2021
· Assistant Professor, University of Montreal2012–2016
· Doctor of Philosophy - PhD, Computer Science, University of Toronto2003–2008

Publications (72)

Theano: A Python framework for fast computation of mathematical expressions
arXiv.org · 2016
2,366
cited
The “Something Something” Video Database for Learning and Evaluating Visual Common Sense
IEEE International Conference on Computer Vision · 2017
1,798
cited
On Using Very Large Target Vocabulary for Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics · 2014
1,029
cited
EmoNets: Multimodal deep learning approaches for emotion recognition in video
Journal on Multimodal User Interfaces · 2015
411
cited
Combining modality specific deep neural networks for emotion recognition in video
International Conference on Multimodal Interaction · 2013
393
cited
Recurrent Neural Networks for Emotion Recognition in Video
International Conference on Multimodal Interaction · 2015
384
cited
Neural Networks with Few Multiplications
International Conference on Learning Representations · 2015
344
cited
Learning to Represent Spatial Transformations with Factored Higher-Order Boltzmann Machines
Neural Computation · 2010
285
cited
The Jester Dataset: A Large-Scale Video Dataset of Human Gestures
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) · 2019
232
cited
Generating images with recurrent adversarial networks
arXiv.org · 2016
226
cited
Unsupervised Learning of Image Transformations
2007 IEEE Conference on Computer Vision and Pattern Recognition · 2007
216
cited
Denoising Criterion for Variational Auto-Encoding Framework
AAAI Conference on Artificial Intelligence · 2015
214
cited
Deductive Verification of Chain-of-Thought Reasoning
Neural Information Processing Systems · 2023
195
cited
Learning Visual Odometry with a Convolutional Network
International Conference on Computer Vision Theory and Applications · 2015
169
cited
Architectural Complexity Measures of Recurrent Neural Networks
Neural Information Processing Systems · 2016
163
cited
Montreal Neural Machine Translation Systems for WMT’15
WMT@EMNLP · 2015
156
cited
Dropout as data augmentation
arXiv.org · 2015
136
cited
Modeling Deep Temporal Dependencies with Recurrent "Grammar Cells"
Neural Information Processing Systems · 2014
121
cited
Gated Softmax Classification
Neural Information Processing Systems · 2010
114
cited
Learning to Solve QBF
AAAI Conference on Artificial Intelligence · 2007
99
cited
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Roland Memisevic | Researcher Profile | Sotabase | Sotabase