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Data-driven Approaches to Surrogate Machine Learning Model Development


Oct 06, 2022
H. Rhys Jones, Tingting Mu, Andrei C. Popescu

* 16 pages, 13 figures 

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Parameterization of Cross-Token Relations with Relative Positional Encoding for Vision MLP


Jul 15, 2022
Zhicai Wang, Yanbin Hao, Xingyu Gao, Hao Zhang, Shuo Wang, Tingting Mu, Xiangnan He


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Bias-Variance Decompositions for Margin Losses


Apr 26, 2022
Danny Wood, Tingting Mu, Gavin Brown

* 25th International Conference on Artificial Intelligence and Statistics, 2022 
* Supplementary material included 

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Ontology-based n-ball Concept Embeddings Informing Few-shot Image Classification


Sep 19, 2021
Mirantha Jayathilaka, Tingting Mu, Uli Sattler

* The Combination of Symbolic and Sub-symbolic Methods and their Applications (CSSA @ ECML PDKK 2021) 

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Visual-Semantic Embedding Model Informed by Structured Knowledge


Sep 21, 2020
Mirantha Jayathilaka, Tingting Mu, Uli Sattler

* European Starting AI Researchers' Symposium 2020 (STAIRS 2020) 

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Zero-Shot Human-Object Interaction Recognition via Affordance Graphs


Sep 02, 2020
Alessio Sarullo, Tingting Mu


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Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks


May 13, 2019
Maolin Li, Arvid Fahlström Myrman, Tingting Mu, Sophia Ananiadou

* 9 pages, 1 figures, 10 tables, 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL2019) 

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On Class Imbalance and Background Filtering in Visual Relationship Detection


Mar 21, 2019
Alessio Sarullo, Tingting Mu


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VommaNet: an End-to-End Network for Disparity Estimation from Reflective and Texture-less Light Field Images


Nov 17, 2018
Haoxin Ma, Haotian Li, Zhiwen Qian, Shengxian Shi, Tingting Mu


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