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Adaptive filters for the moving target indicator system


Dec 31, 2020
Boris N. Oreshkin


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Optimization of loading factor preventing target cancellation


Oct 09, 2020
Boris N. Oreshkin, Peter A. Bakulev

* 2008 IEEE International Conference on Acoustics, Speech and Signal Processing 

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Optimization over Random and Gradient Probabilistic Pixel Sampling for Fast, Robust Multi-Resolution Image Registration


Oct 02, 2020
Boris N. Oreshkin, Tal Arbel

* WBIR 2012. Lecture Notes in Computer Science, vol 7359. Springer, Berlin, Heidelberg 
* arXiv admin note: substantial text overlap with arXiv:2010.00988 

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Uncertainty driven probabilistic voxel selection for image registration


Oct 02, 2020
Boris N. Oreshkin, Tal Arbel

* in IEEE Transactions on Medical Imaging, vol. 32, no. 10, pp. 1777-1790, Oct. 2013 

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N-BEATS neural network for mid-term electricity load forecasting


Sep 24, 2020
Boris N. Oreshkin, Grzegorz Dudek, Paweł Pełka


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FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting


Jul 30, 2020
Boris N. Oreshkin, Arezou Amini, Lucy Coyle, Mark J. Coates


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Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Inputs


Feb 07, 2020
Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jagersand

* The first three authors listed contributed equally 

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Meta-learning framework with applications to zero-shot time-series forecasting


Feb 07, 2020
Boris N. Oreshkin, Dmitri Carpov, Nicolas Chapados, Yoshua Bengio


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One-Shot Weakly Supervised Video Object Segmentation


Dec 18, 2019
Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jagersand


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N-BEATS: Neural basis expansion analysis for interpretable time series forecasting


May 28, 2019
Boris N. Oreshkin, Dmitri Carpov, Nicolas Chapados, Yoshua Bengio


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Adaptive Cross-Modal Few-Shot Learning


Feb 19, 2019
Chen Xing, Negar Rostamzadeh, Boris N. Oreshkin, Pedro O. Pinheiro


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TADAM: Task dependent adaptive metric for improved few-shot learning


Nov 06, 2018
Boris N. Oreshkin, Pau Rodriguez, Alexandre Lacoste


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