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Flamingo: a Visual Language Model for Few-Shot Learning


Apr 29, 2022
Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katie Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob Menick, Sebastian Borgeaud, Andrew Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Barreira, Oriol Vinyals, Andrew Zisserman, Karen Simonyan


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Skillful Precipitation Nowcasting using Deep Generative Models of Radar


Apr 02, 2021
Suman Ravuri, Karel Lenc, Matthew Willson, Dmitry Kangin, Remi Lam, Piotr Mirowski, Megan Fitzsimons, Maria Athanassiadou, Sheleem Kashem, Sam Madge, Rachel Prudden, Amol Mandhane, Aidan Clark, Andrew Brock, Karen Simonyan, Raia Hadsell, Niall Robinson, Ellen Clancy, Alberto Arribas, Shakir Mohamed

* 46 pages, 17 figures, 2 tables 

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Non-Differentiable Supervised Learning with Evolution Strategies and Hybrid Methods


Jun 07, 2019
Karel Lenc, Erich Elsen, Tom Schaul, Karen Simonyan


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Large scale evaluation of local image feature detectors on homography datasets


Jul 20, 2018
Karel Lenc, Andrea Vedaldi

* Accepted to BMVC 2018 

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HPatches: A benchmark and evaluation of handcrafted and learned local descriptors


Apr 19, 2017
Vassileios Balntas, Karel Lenc, Andrea Vedaldi, Krystian Mikolajczyk


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Learning Covariant Feature Detectors


Sep 09, 2016
Karel Lenc, Andrea Vedaldi


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MatConvNet - Convolutional Neural Networks for MATLAB


May 05, 2016
Andrea Vedaldi, Karel Lenc

* Updated for release v1.0-beta20 

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R-CNN minus R


Jun 23, 2015
Karel Lenc, Andrea Vedaldi


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Understanding image representations by measuring their equivariance and equivalence


Jun 20, 2015
Karel Lenc, Andrea Vedaldi


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WxBS: Wide Baseline Stereo Generalizations


May 12, 2015
Dmytro Mishkin, Jiri Matas, Michal Perdoch, Karel Lenc

* Descriptor and detector evaluation expanded 

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