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Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions


Mar 17, 2021
Sebastian Bujwid, Josephine Sullivan

* Accepted to LANTERN 2021. Project website: https://bujwid.eu/p/zsl-imagenet-wiki 

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Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks


Jun 16, 2020
Federico Baldassarre, Kevin Smith, Josephine Sullivan, Hossein Azizpour


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Leveraging Mid-Level Deep Representations For Predicting Face Attributes in the Wild


Jun 21, 2016
Yang Zhong, Josephine Sullivan, Haibo Li

* In proceedings of 2016 International Conference on Image Processing (ICIP) 

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Face Attribute Prediction Using Off-the-Shelf CNN Features


Jun 21, 2016
Yang Zhong, Josephine Sullivan, Haibo Li

* In proceeding of 2016 International Conference on Biometrics (ICB) 

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Visual Instance Retrieval with Deep Convolutional Networks


May 09, 2016
Ali Sharif Razavian, Josephine Sullivan, Stefan Carlsson, Atsuto Maki


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Factors of Transferability for a Generic ConvNet Representation


Jul 15, 2015
Hossein Azizpour, Ali Sharif Razavian, Josephine Sullivan, Atsuto Maki, Stefan Carlsson

* Extended version of the workshop paper with more experiments and updated text and title. Original CVPR15 DeepVision workshop paper title: "From Generic to Specific Deep Representations for Visual Recognition" 

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Persistent Evidence of Local Image Properties in Generic ConvNets


Nov 24, 2014
Ali Sharif Razavian, Hossein Azizpour, Atsuto Maki, Josephine Sullivan, Carl Henrik Ek, Stefan Carlsson


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CNN Features off-the-shelf: an Astounding Baseline for Recognition


May 12, 2014
Ali Sharif Razavian, Hossein Azizpour, Josephine Sullivan, Stefan Carlsson

* version 3 revisions: 1)Added results using feature processing and data augmentation 2)Referring to most recent efforts of using CNN for different visual recognition tasks 3) updated text/caption 

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