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Routing Networks with Co-training for Continual Learning

Sep 09, 2020
Mark Collier, Efi Kokiopoulou, Andrea Gesmundo, Jesse Berent

* Presented at ICML Workshop on Continual Learning 2020 

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Analysis of Softmax Approximation for Deep Classifiers under Input-Dependent Label Noise

Mar 15, 2020
Mark Collier, Basil Mustafa, Efi Kokiopoulou, Jesse Berent


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Ranking architectures using meta-learning

Nov 26, 2019
Alina Dubatovka, Efi Kokiopoulou, Luciano Sbaiz, Andrea Gesmundo, Gabor Bartok, Jesse Berent

* NeurIPS 2019 Meta-Learning workshop 

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Gumbel-Matrix Routing for Flexible Multi-task Learning

Oct 10, 2019
Krzysztof Maziarz, Efi Kokiopoulou, Andrea Gesmundo, Luciano Sbaiz, Gabor Bartok, Jesse Berent


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Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection

Aug 16, 2019
Keren Ye, Mingda Zhang, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent

* To appear in ICCV 2019 

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Fast Task-Aware Architecture Inference

Feb 15, 2019
Efi Kokiopoulou, Anja Hauth, Luciano Sbaiz, Andrea Gesmundo, Gabor Bartok, Jesse Berent


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Learning to discover and localize visual objects with open vocabulary

Nov 25, 2018
Keren Ye, Mingda Zhang, Wei Li, Danfeng Qin, Adriana Kovashka, Jesse Berent


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WebVision Challenge: Visual Learning and Understanding With Web Data

May 16, 2017
Wen Li, Limin Wang, Wei Li, Eirikur Agustsson, Jesse Berent, Abhinav Gupta, Rahul Sukthankar, Luc Van Gool

* project page: http://www.vision.ee.ethz.ch/webvision/ 

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