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Hong Xuan
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Year
Improved embeddings with easy positive triplet mining
H Xuan, A Stylianou, R Pless
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
1482020
Hard negative examples are hard, but useful
H Xuan, A Stylianou, X Liu, R Pless
Proceedings of the European conference on computer vision (ECCV), Glasgow …, 2020
1292020
Deep randomized ensembles for metric learning
H Xuan, R Souvenir, R Pless
Proceedings of the European conference on computer vision (ECCV), Munich …, 2018
1212018
High-throughput phenotyping with deep learning gives insight into the genetic architecture of flowering time in wheat
X Wang, H Xuan, B Evers, S Shrestha, R Pless, J Poland
GigaScience 8 (11), giz120, 2019
712019
Hotels-50k: A global hotel recognition dataset
A Stylianou, H Xuan, M Shende, J Brandt, R Souvenir, R Pless
Proceedings of the AAAI Conference on Artificial Intelligence, Honolulu, HI …, 2019
322019
Dissecting Deep Metric Learning Losses for Image-Text Retrieval
H Xuan, XS Chen
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
42023
2-map: Aligned visualizations for comparison of high-dimensional point sets
X Liu, Z Zhang, H Xuan, R Leontie, A Stylianou, R Pless
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
32020
Visualizing how embeddings generalize
X Liu, H Xuan, Z Zhang, A Stylianou, R Pless
arXiv preprint arXiv:1909.07464, 2019
32019
Dissecting the impact of different loss functions with gradient surgery
H Xuan, R Pless
arXiv preprint arXiv:2201.11307, 2022
22022
High-throughput phenotyping with deep learning gives insight into the genetic architecture of flowering time in wheat. Gigascience 8
X Wang, H Xuan, B Evers
22019
Self calibrating lenticular markers and articulated pose estimation
H Xuan, I Schillebeeckx, R Pless
2017 2nd International Conference on Robotics and Automation Engineering …, 2017
22017
Recognizing Images of Eating Disorders in Social Media.
R Pless, R Begtrup, L Alkulaib, SN Counts, J Harnett, JL Manning, H Xuan, ...
AMIA Workshop on Social Media Mining for Health Applications, Washington, DC …, 2017
22017
Extreme Triplet Learning: Effectively Optimizing Easy Positives and Hard Negatives
H Xuan, R Pless
https://openreview.net/forum?id=Bylp62EKDH (ICLR2020 submission), 2020
12020
New Views of Deep Metric Learning
H Xuan
The George Washington University, 2021
2021
Visualizing Data Driven Phenotypes
Z Zhang, H Xuan, X Liu, A Stylianou, R Pless
Computer Vision Problems in Plant Phenotyping(CVPPP) workshop of the …, 2019
2019
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