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Analyzing the Granularity and Cost of Annotation in Clinical Sequence Labeling


Aug 23, 2021
Haozhan Sun, Chenchen Xu, Hanna Suominen


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ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring


Mar 07, 2021
Dongxu Li, Chenchen Xu, Kaihao Zhang, Xin Yu, Yiran Zhong, Wenqi Ren, Hanna Suominen, Hongdong Li

* Preprint for CVPR 2021 Poster 

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Learning to Continually Learn Rapidly from Few and Noisy Data


Mar 06, 2021
Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen

* Accepted to the Meta-Learning and Co-Hosted Competition of AAAI 2021. See https://aaai.org/Conferences/AAAI-21/ws21workshops/ and see https://sites.google.com/chalearn.org/metalearning?pli=1#h.kt23ep5wlehv 

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TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation


Oct 12, 2020
Dongxu Li, Chenchen Xu, Xin Yu, Kaihao Zhang, Ben Swift, Hanna Suominen, Hongdong Li

* NeurIPS 2020 preprint 

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A Token-wise CNN-based Method for Sentence Compression


Sep 23, 2020
Weiwei Hou, Hanna Suominen, Piotr Koniusz, Sabrina Caldwell, Tom Gedeon


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MTL2L: A Context Aware Neural Optimiser


Jul 18, 2020
Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen

* Published in the ICML workshop of Automated Machine Learning (AutoML) 2020. Also see https://www.automl.org/wp-content/uploads/2020/07/AutoML_2020_paper_5.pdf 

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Private Text Classification


Jun 19, 2018
Leif W. Hanlen, Richard Nock, Hanna Suominen, Neil Bacon

* 10 pages, 3 figures 

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