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Identifying Wrongly Predicted Samples: A Method for Active Learning


Oct 14, 2020
Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino


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Continual Learning in Neural Networks


Oct 18, 2019
Rahaf Aljundi

* PhD Thesis, Supervisor: Tinne Tuytelaars 

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Continual learning: A comparative study on how to defy forgetting in classification tasks


Sep 18, 2019
Matthias De Lange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ales Leonardis, Gregory Slabaugh, Tinne Tuytelaars


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Online Continual Learning with Maximally Interfered Retrieval


Aug 23, 2019
Rahaf Aljundi, Lucas Caccia, Eugene Belilovsky, Massimo Caccia, Min Lin, Laurent Charlin, Tinne Tuytelaars


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Online continual learning with no task boundaries


Mar 22, 2019
Rahaf Aljundi, Min Lin, Baptiste Goujaud, Yoshua Bengio


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Exploring the Challenges towards Lifelong Fact Learning


Dec 26, 2018
Mohamed Elhoseiny, Francesca Babiloni, Rahaf Aljundi, Marcus Rohrbach, Manohar Paluri, Tinne Tuytelaars

* This work got published at ACCV 2018 as a main conference paper 

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Task-Free Continual Learning


Dec 10, 2018
Rahaf Aljundi, Klaas Kelchtermans, Tinne Tuytelaars


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Selfless Sequential Learning


Oct 08, 2018
Rahaf Aljundi, Marcus Rohrbach, Tinne Tuytelaars


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Memory Aware Synapses: Learning what (not) to forget


Oct 05, 2018
Rahaf Aljundi, Francesca Babiloni, Mohamed Elhoseiny, Marcus Rohrbach, Tinne Tuytelaars

* ECCV 2018 

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Expert Gate: Lifelong Learning with a Network of Experts


Apr 19, 2017
Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars

* CVPR 2017 paper 

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Encoder Based Lifelong Learning


Apr 06, 2017
Amal Rannen Triki, Rahaf Aljundi, Mathew B. Blaschko, Tinne Tuytelaars


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Who's that Actor? Automatic Labelling of Actors in TV series starting from IMDB Images


Nov 28, 2016
Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars

* ACCV 2016 accepted paper 

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Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction


Mar 23, 2016
Rahaf Aljundi, Tinne Tuytelaars


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