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Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables


Nov 07, 2022
Erxin Yu, Lan Du, Yuan Jin, Zhepei Wei, Yi Chang

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* 12 pages, 6 figures 

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The HoloLens in Medicine: A systematic Review and Taxonomy


Sep 06, 2022
Christina Gsaxner, Jianning Li, Antonio Pepe, Yuan Jin, Jens Kleesiek, Dieter Schmalstieg, Jan Egger

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* 35 pages, 11 figures 

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Neural Attention-Aware Hierarchical Topic Model


Oct 14, 2021
Yuan Jin, He Zhao, Ming Liu, Lan Du, Wray Buntine

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Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence


Oct 14, 2021
Kelvin Lo, Yuan Jin, Weicong Tan, Ming Liu, Lan Du, Wray Buntine

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Leveraging Information Bottleneck for Scientific Document Summarization


Oct 04, 2021
Jiaxin Ju, Ming Liu, Huan Yee Koh, Yuan Jin, Lan Du, Shirui Pan

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* Accepted at EMNLP 2021 Findings 

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Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation


Aug 11, 2021
Jianning Li, Antonio Pepe, Christina Gsaxner, Yuan Jin, Jan Egger

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* 18 pages, 11 figures, 1 table, 14 references 

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AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo


Aug 06, 2021
Yuan Jin, Antonio Pepe, Jianning Li, Christina Gsaxner, Fen-hua Zhao, Jens Kleesiek, Alejandro F. Frangi, Jan Egger

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* 44 pages (inclusive three pages supplemental material), 10 figures, 6 tables, 100 references 

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Federated Learning Meets Natural Language Processing: A Survey


Jul 27, 2021
Ming Liu, Stella Ho, Mengqi Wang, Longxiang Gao, Yuan Jin, He Zhang

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* 19 pages 

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Topic Modelling Meets Deep Neural Networks: A Survey


Feb 28, 2021
He Zhao, Dinh Phung, Viet Huynh, Yuan Jin, Lan Du, Wray Buntine

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* A review on Neural Topic Models 

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Discriminative, Generative and Self-Supervised Approaches for Target-Agnostic Learning


Nov 12, 2020
Yuan Jin, Wray Buntine, Francois Petitjean, Geoffrey I. Webb

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