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Alfredo Canziani
Alfredo Canziani
Assistant Professor of Computer Science at New York University
Verified email at nyu.edu - Homepage
Title
Cited by
Cited by
Year
An analysis of deep neural network models for practical applications
A Canziani, A Paszke, E Culurciello
arXiv preprint arXiv:1605.07678, 2016
17842016
Model-predictive policy learning with uncertainty regularization for driving in dense traffic
M Henaff, A Canziani, Y LeCun
arXiv preprint arXiv:1901.02705, 2019
1542019
Tico: Transformation invariance and covariance contrast for self-supervised visual representation learning
J Zhu, RM Moraes, S Karakulak, V Sobol, A Canziani, Y LeCun
arXiv preprint arXiv:2206.10698, 2022
342022
Accelerating deep neural networks on mobile processor with embedded programmable logic
A Dundar, J Jin, V Gokhale, B Krishnamurthy, A Canziani, B Martini, ...
Neural information processing systems conference (NIPS), 2013
312013
Cortexnet: a generic network family for robust visual temporal representations
A Canziani, E Culurciello
arXiv preprint arXiv:1706.02735, 2017
192017
Experimental characterisation of macro fibre composites and monolithic piezoelectric transducers for strain energy harvesting
M Pozzi, A Canziani, I Durazo-Cardenas, M Zhu
Health Monitoring of Structural and Biological Systems 2012 8348, 813-822, 2012
142012
e-Lab video data set
E Culurciello, A Canziani
112017
Visual attention with deep neural networks
A Canziani, E Culurciello
2015 49th Annual Conference on Information Sciences and Systems (CISS), 1-3, 2015
72015
Separating the world and ego models for self-driving
V Sobal, A Canziani, N Carion, K Cho, Y LeCun
arXiv preprint arXiv:2204.07184, 2022
62022
A face recognition system using off-the-shelf feature extractors and an ad-hoc classifier
S Marsi, L De Bortoli, F Guzzi, J Bhattacharya, F Cicala, S Carrato, ...
Applications in Electronics Pervading Industry, Environment and Society …, 2019
52019
Teaching Deep Learning, a boisterous ever-evolving field
A Canziani
Proceedings of the Second Teaching Machine Learning and Artificial …, 2022
32022
SEPARATING THE WORLD AND EGO MODELS FOR SELF-DRIVING
A Canziani, N Carion
ICLR 2022 workshop on Generalizable Policy Learning in the Physical World. 2022., 2022
2022
CortexNet: A Robust Predictive Deep Neural Network Trained on Videos (thesis)
A Canziani
Purdue University, 2017
2017
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Articles 1–13