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Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning


Jan 13, 2022
Peyman Bateni, Jarred Barber, Raghav Goyal, Vaden Masrani, Jan-Willem van de Meent, Leonid Sigal, Frank Wood


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Weakly-supervised Any-shot Object Detection


Jun 12, 2020
Siddhesh Khandelwal, Raghav Goyal, Leonid Sigal

* 19 Pages, 8 Figures, 8 Tables 

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Ensemble based discriminative models for Visual Dialog Challenge 2018


Jan 15, 2020
Shubham Agarwal, Raghav Goyal

* Rankings: https://visualdialog.org/challenge/2018#winners 

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Improved Few-Shot Visual Classification


Dec 12, 2019
Peyman Bateni, Raghav Goyal, Vaden Masrani, Frank Wood, Leonid Sigal


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The "something something" video database for learning and evaluating visual common sense


Jun 15, 2017
Raghav Goyal, Samira Ebrahimi Kahou, Vincent Michalski, Joanna Materzyńska, Susanne Westphal, Heuna Kim, Valentin Haenel, Ingo Fruend, Peter Yianilos, Moritz Mueller-Freitag, Florian Hoppe, Christian Thurau, Ingo Bax, Roland Memisevic


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