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LifeLonger: A Benchmark for Continual Disease Classification



Mohammad Mahdi Derakhshani , Ivona Najdenkoska , Tom van Sonsbeek , Xiantong Zhen , Dwarikanath Mahapatra , Marcel Worring , Cees G. M. Snoek


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Multi-Task Neural Processes



Jiayi Shen , Xiantong Zhen , Marcel Worring , Ling Shao


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Inside Out Visual Place Recognition



Sarah Ibrahimi , Nanne van Noord , Tim Alpherts , Marcel Worring

* Accepted at British Machine Vision Conference (BMVC) 2021 

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Variational Multi-Task Learning with Gumbel-Softmax Priors



Jiayi Shen , Xiantong Zhen , Marcel Worring , Ling Shao

* 19 pages, 6 figures, accepted by NeurIPS 2021 

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The Dawn of Quantum Natural Language Processing



Riccardo Di Sipio , Jia-Hong Huang , Samuel Yen-Chi Chen , Stefano Mangini , Marcel Worring


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Adaptive Neural Message Passing for Inductive Learning on Hypergraphs



Devanshu Arya , Deepak K. Gupta , Stevan Rudinac , Marcel Worring


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Variational Topic Inference for Chest X-Ray Report Generation



Ivona Najdenkoska , Xiantong Zhen , Marcel Worring , Ling Shao

* To be published in the International Conference on Medical Image Computing and Computer Assisted Intervention 2021 

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Longer Version for "Deep Context-Encoding Network for Retinal Image Captioning"



Jia-Hong Huang , Ting-Wei Wu , Chao-Han Huck Yang , Marcel Worring

* This paper is a longer version of "Deep Context-Encoding Network for Retinal Image Captioning" which is accepted by IEEE International Conference on Image Processing (ICIP), 2021 

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Graph Neural Networks for Knowledge Enhanced Visual Representation of Paintings



Athanasios Efthymiou , Stevan Rudinac , Monika Kackovic , Marcel Worring , Nachoem Wijnberg


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