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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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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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Contextualized Keyword Representations for Multi-modal Retinal Image Captioning



Jia-Hong Huang , Ting-Wei Wu , Marcel Worring

* This paper is accepted by ACM International Conference on Multimedia Retrieval (ICMR), 2021 

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GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization



Jia-Hong Huang , Luka Murn , Marta Mrak , Marcel Worring

* This paper is accepted by ACM International Conference on Multimedia Retrieval (ICMR), 2021 

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DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation



Jia-Hong Huang , Chao-Han Huck Yang , Fangyu Liu , Meng Tian , Yi-Chieh Liu , Ting-Wei Wu , I-Hung Lin , Kang Wang , Hiromasa Morikawa , Hernghua Chang , Jesper Tegner , Marcel Worring

* Accepted to IEEE WACV 2021 

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Query-controllable Video Summarization



Jia-Hong Huang , Marcel Worring

* This paper is accepted by ACM International Conference on Multimedia Retrieval (ICMR), 2020 

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Assessing the Robustness of Visual Question Answering



Jia-Hong Huang , Modar Alfadly , Bernard Ghanem , Marcel Worring

* 24 pages, 13 figures, International Journal of Computer Vision (IJCV) [under review]. arXiv admin note: substantial text overlap with arXiv:1711.06232, arXiv:1709.04625 

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Synthesizing New Retinal Symptom Images by Multiple Generative Models



Yi-Chieh Liu , Hao-Hsiang Yang , Chao-Han Huck Yang , Jia-Hong Huang , Meng Tian , Hiromasa Morikawa , Yi-Chang James Tsai , Jesper Tegner

* AI for Retinal Image Analysis Workshop ACCV 2018 

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Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model



C. -H. Huck Yang , Fangyu Liu , Jia-Hong Huang , Meng Tian , Hiromasa Morikawa , I-Hung Lin , Yi-Chieh Liu , Hao-Hsiang Yang , Jesper Tegner

* Asian Conference on Computer Vision (ACCV), Artificial Intelligence for Retinal Image Analysis Workshop, December 2-6, 2018 
* A extension work of a workshop paper arXiv admin note: substantial text overlap with arXiv:1806.06423 

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A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases



C. -H. Huck Yang , Jia-Hong Huang , Fangyu Liu , Fang-Yi Chiu , Mengya Gao , Weifeng Lyu , I-Hung Lin M. D. , Jesper Tegner

* ICML-IJCAI Workshop 2018 
* Accepted at the Joint ICML and IJCAI Workshop on Computational Biology (ICML-IJCAI WCB) to be held in Stockholm SWEDEN, 2018. Referring to https://sites.google.com/view/wcb2018/accepted-papers?authuser=0 

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