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Class-Balanced Active Learning for Image Classification


Oct 09, 2021
Javad Zolfaghari Bengar, Joost van de Weijer, Laura Lopez Fuentes, Bogdan Raducanu

* Accepted at WACV2022 conference 

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Reducing Label Effort: Self-Supervised meets Active Learning


Aug 25, 2021
Javad Zolfaghari Bengar, Joost van de Weijer, Bartlomiej Twardowski, Bogdan Raducanu

* Accepted at ICCVW 2021 (Interactive Labeling and Data Augmentation for Vision) 

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When Deep Learners Change Their Mind: Learning Dynamics for Active Learning


Jul 30, 2021
Javad Zolfaghari Bengar, Bogdan Raducanu, Joost van de Weijer

* Accepted in International Conference on Computer Analysis of Images and Patterns (CAIP) 2021 

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Saliency for free: Saliency prediction as a side-effect of object recognition


Jul 20, 2021
Carola Figueroa-Flores, David Berga, Joost van der Weijer, Bogdan Raducanu

* 2021 
* Paper published to Pattern Recognition Letter 

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TransferI2I: Transfer Learning for Image-to-Image Translation from Small Datasets


May 14, 2021
Yaxing Wang, Hector Laria Mantecon, Joost van de Weijer, Laura Lopez-Fuentes, Bogdan Raducanu

* Technical report 

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Learning to Rank for Active Learning: A Listwise Approach


Jul 31, 2020
Minghan Li, Xialei Liu, Joost van de Weijer, Bogdan Raducanu

* Accepted at ICPR 2020 

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Hallucinating Saliency Maps for Fine-Grained Image Classification for Limited Data Domains


Jul 24, 2020
Carola Figueroa-Flores, Bogdan Raducanu, David Berga, Joost van de Weijer


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Generative Feature Replay For Class-Incremental Learning


Apr 20, 2020
Xialei Liu, Chenshen Wu, Mikel Menta, Luis Herranz, Bogdan Raducanu, Andrew D. Bagdanov, Shangling Jui, Joost van de Weijer

* Accepted at CVPR2020: Workshop on Continual Learning in Computer Vision 

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Temporal Coherence for Active Learning in Videos


Aug 30, 2019
Javad Zolfaghari Bengar, Abel Gonzalez-Garcia, Gabriel Villalonga, Bogdan Raducanu, Hamed H. Aghdam, Mikhail Mozerov, Antonio M. Lopez, Joost van de Weijer

* Accepted at ICCVW 2019 (CVRSUAD-Road Scene Understanding and Autonomous Driving) 

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Optimizing Speed/Accuracy Trade-Off for Person Re-identification via Knowledge Distillation


Dec 07, 2018
Idoia Ruiz, Bogdan Raducanu, Rakesh Mehta, Jaume Amores


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Memory Replay GANs: learning to generate images from new categories without forgetting


Oct 29, 2018
Chenshen Wu, Luis Herranz, Xialei Liu, Yaxing Wang, Joost van de Weijer, Bogdan Raducanu

* Appear in NIPS 2018 

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Transferring GANs: generating images from limited data


Oct 02, 2018
Yaxing Wang, Chenshen Wu, Luis Herranz, Joost van de Weijer, Abel Gonzalez-Garcia, Bogdan Raducanu

* ECCV2018-camera ready 

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Saliency for Fine-grained Object Recognition in Domains with Scarce Training Data


Aug 01, 2018
Carola Figueroa Flores, Abel Gonzalez-García, Joost van de Weijer, Bogdan Raducanu


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Invertible Conditional GANs for image editing


Nov 19, 2016
Guim Perarnau, Joost van de Weijer, Bogdan Raducanu, Jose M. Álvarez

* Accepted paper at NIPS 2016 Workshop on Adversarial Training 

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