Le Duy Dung, PhD
Duyệt theo
Dung D. Le is currently an Assistant Professor of Computer Science at College of Engineering and Computer Science, VinUniversity, Vietnam. He is a former senior data scientist in Ads and Personalization team, Grab Holdings Inc. and a former research scientist in School of Information Systems, Singapore Management University (SMU). He earned his PhD in Data Science and Engineering from SMU, working with Associate Professor Hady W. Lauw. In his candidature, he has been recognized with SMU Presidential Doctoral Fellowship Award (AY2018 and AY2019) and SMU PhD Student Life Award (AY2018 and AY2019). Formerly, he earned his Degree of Engineer in Mathematics and Informatics from Hanoi University of Science and Technology, in 2014.
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Improving transformers with probabilistic attention keys
(2022)Multi-head attention is a driving force behind state-of-the-art transformers, which achieve remarkable performance across a variety of natural language processing (NLP) and computer vision tasks. It has been observed that ... -
Improving Pareto front learning via multi-sample hypernetworks
(2023-04-28)Pareto Front Learning (PFL) was recently introduced as an effective approach to obtain a mapping function from a given trade-off vector to a solution on the Pareto front, which solves the multi-objective optimization (MOO) ... -
Collaborative Curating for Discovery and Expansion of Visual Clusters
(2021-10)In many visually-oriented applications, users can select and group images that they find interesting into coherent clusters. For instance, we encounter these in the form of hashtags on Instagram, galleries on Flickr, or ...
