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Gradient Forward-Propagation for Large-Scale Temporal Video Modelling

Jul 12, 2021
Mateusz Malinowski, Dimitrios Vytiniotis, Grzegorz Swirszcz, Viorica Patraucean, Joao Carreira

* Accepted to CVPR 2021. arXiv admin note: text overlap with arXiv:2001.06232 

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Sideways: Depth-Parallel Training of Video Models

Jan 17, 2020
Mateusz Malinowski, Grzegorz Swirszcz, Joao Carreira, Viorica Patraucean

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Verification of Non-Linear Specifications for Neural Networks

Feb 25, 2019
Chongli Qin, Krishnamurthy, Dvijotham, Brendan O'Donoghue, Rudy Bunel, Robert Stanforth, Sven Gowal, Jonathan Uesato, Grzegorz Swirszcz, Pushmeet Kohli

* ICLR conference paper 

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Distilling Policy Distillation

Feb 06, 2019
Wojciech Marian Czarnecki, Razvan Pascanu, Simon Osindero, Siddhant M. Jayakumar, Grzegorz Swirszcz, Max Jaderberg

* Accepted at AISTATS 2019 

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Strength in Numbers: Trading-off Robustness and Computation via Adversarially-Trained Ensembles

Nov 22, 2018
Edward Grefenstette, Robert Stanforth, Brendan O'Donoghue, Jonathan Uesato, Grzegorz Swirszcz, Pushmeet Kohli

* 12 pages 

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Local minima in training of neural networks

Feb 17, 2017
Grzegorz Swirszcz, Wojciech Marian Czarnecki, Razvan Pascanu

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