Distributed Learning and Inference with Compressed Images

Apr 22, 2020
Sudeep Katakol, Basem Elbarashy, Luis Herranz, Joost van de Weijer, Antonio M. Lopez

* 13 pages, 14 figures 

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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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Semi-supervised Learning for Few-shot Image-to-Image Translation

Apr 02, 2020
Yaxing Wang, Salman Khan, Abel Gonzalez-Garcia, Joost van de Weijer, Fahad Shahbaz Khan

* CVPR2020 

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Semantic Drift Compensation for Class-Incremental Learning

Apr 01, 2020
Lu Yu, Bart艂omiej Twardowski, Xialei Liu, Luis Herranz, Kai Wang, Yongmei Cheng, Shangling Jui, Joost van de Weijer

* Accepted at CVPR2020, Code available at \url{https://github.com/yulu0724/SDC-IL} 

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Ternary Feature Masks: continual learning without any forgetting

Jan 23, 2020
Marc Masana, Tinne Tuytelaars, Joost van de Weijer


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Learning to adapt class-specific features across domains for semantic segmentation

Jan 22, 2020
Mikel Menta, Adriana Romero, Joost van de Weijer

* Master thesis dissertation for the Master in Computer Vision (Barcelona). 11 pages main article and 3 pages appendices. Code available 

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Variable Rate Deep Image Compression with Modulated Autoencoder

Dec 11, 2019
Fei Yang, Luis Herranz, Joost van de Weijer, Jos茅 A. Iglesias Guiti谩n, Antonio L贸pez, Mikhail Mozerov


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MineGAN: effective knowledge transfer from GANs to target domains with few images

Dec 11, 2019
Yaxing Wang, Abel Gonzalez-Garcia, David Berga, Luis Herranz, Fahad Shahbaz Khan, Joost van de Weijer


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Orderless Recurrent Models for Multi-label Classification

Nov 25, 2019
Vacit Oguz Yazici, Abel Gonzalez-Garcia, Arnau Ramisa, Bartlomiej Twardowski, Joost van de Weijer


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Active Learning for Deep Detection Neural Networks

Nov 20, 2019
Hamed H. Aghdam, Abel Gonzalez-Garcia, Joost van de Weijer, Antonio M. L贸pez

* Accepted at ICCV 2019 

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Learning the Model Update for Siamese Trackers

Sep 06, 2019
Lichao Zhang, Abel Gonzalez-Garcia, Joost van de Weijer, Martin Danelljan, Fahad Shahbaz Khan

* Accepted at ICCV 2019 

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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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Multi-Modal Fusion for End-to-End RGB-T Tracking

Aug 30, 2019
Lichao Zhang, Martin Danelljan, Abel Gonzalez-Garcia, Joost van de Weijer, Fahad Shahbaz Khan

* Accepted at ICCVW (VOT) 2019 

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Self-supervised blur detection from synthetically blurred scenes

Aug 28, 2019
Aitor Alvarez-Gila, Adrian Galdran, Estibaliz Garrote, Joost van de Weijer

* Image and Vision Computing 

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SDIT: Scalable and Diverse Cross-domain Image Translation

Aug 19, 2019
Yaxing Wang, Abel Gonzalez-Garcia, Joost van de Weijer, Luis Herranz

* ACM-MM2019 camera ready 

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Controlling biases and diversity in diverse image-to-image translation

Jul 23, 2019
Yaxing Wang, Abel Gonzalez-Garcia, Joost van de Weijer, Luis Herranz

* The paper is under consideration at Computer Vision and Image Understanding 

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Sparse data interpolation using the geodesic distance affinity space

May 06, 2019
Mikhail G. Mozerov, Fei Yang, Joost van de Weijer


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Learning Metrics from Teachers: Compact Networks for Image Embedding

Apr 07, 2019
Lu Yu, Vacit Oguz Yazici, Xialei Liu, Joost van de Weijer, Yongmei Cheng, Arnau Ramisa

* To appear at CVPR 2019 

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Mix and match networks: multi-domain alignment for unpaired image-to-image translation

Mar 08, 2019
Yaxing Wang, Luis Herranz, Joost van de Weijer

* overlap the previous version. arXiv admin note: text overlap with arXiv:1804.02199 

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Exploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank

Feb 17, 2019
Xialei Liu, Joost van de Weijer, Andrew D. Bagdanov

* Accepted at TPAMI. (Keywords: Learning from rankings, image quality assessment, crowd counting, active learning). arXiv admin note: text overlap with arXiv:1803.03095 

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One-view occlusion detection for stereo matching with a fully connected CRF model

Jan 12, 2019
Mikhail G. Mozerov, Joost van de Weijer


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Image-to-image translation for cross-domain disentanglement

Nov 04, 2018
Abel Gonzalez-Garcia, Joost van de Weijer, Yoshua Bengio

* Accepted to NIPS 2018 

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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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Synthetic data generation for end-to-end thermal infrared tracking

Sep 26, 2018
Lichao Zhang, Abel Gonzalez-Garcia, Joost van de Weijer, Martin Danelljan, Fahad Shahbaz Khan


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LIUM-CVC Submissions for WMT18 Multimodal Translation Task

Sep 01, 2018
Ozan Caglayan, Adrien Bardet, Fethi Bougares, Lo茂c Barrault, Kai Wang, Marc Masana, Luis Herranz, Joost van de Weijer

* WMT2018 

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Metric Learning for Novelty and Anomaly Detection

Aug 16, 2018
Marc Masana, Idoia Ruiz, Joan Serrat, Joost van de Weijer, Antonio M. Lopez

* Accepted at BMVC 2018, 10 pages main article and 4 pages supplementary material 

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

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


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Context Proposals for Saliency Detection

Jun 27, 2018
Aymen Azaza, Joost van de Weijer, Ali Douik, Marc Masana

* Accepted at Computer Vision and Image Understanding (CVIU) 

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