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Yani Ioannou

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Dynamic Sparse Training with Structured Sparsity

May 03, 2023
Mike Lasby, Anna Golubeva, Utku Evci, Mihai Nica, Yani Ioannou

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Bounding generalization error with input compression: An empirical study with infinite-width networks

Jul 19, 2022
Angus Galloway, Anna Golubeva, Mahmoud Salem, Mihai Nica, Yani Ioannou, Graham W. Taylor

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Monitoring Shortcut Learning using Mutual Information

Jun 27, 2022
Mohammed Adnan, Yani Ioannou, Chuan-Yung Tsai, Angus Galloway, H. R. Tizhoosh, Graham W. Taylor

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Measuring Neural Net Robustness with Constraints

Jun 16, 2017
Osbert Bastani, Yani Ioannou, Leonidas Lampropoulos, Dimitrios Vytiniotis, Aditya Nori, Antonio Criminisi

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Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups

Nov 30, 2016
Yani Ioannou, Duncan Robertson, Roberto Cipolla, Antonio Criminisi

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Refining Architectures of Deep Convolutional Neural Networks

Apr 22, 2016
Sukrit Shankar, Duncan Robertson, Yani Ioannou, Antonio Criminisi, Roberto Cipolla

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Decision Forests, Convolutional Networks and the Models in-Between

Mar 03, 2016
Yani Ioannou, Duncan Robertson, Darko Zikic, Peter Kontschieder, Jamie Shotton, Matthew Brown, Antonio Criminisi

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Training CNNs with Low-Rank Filters for Efficient Image Classification

Feb 07, 2016
Yani Ioannou, Duncan Robertson, Jamie Shotton, Roberto Cipolla, Antonio Criminisi

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Difference of Normals as a Multi-Scale Operator in Unorganized Point Clouds

Sep 08, 2012
Yani Ioannou, Babak Taati, Robin Harrap, Michael Greenspan

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