Hong Xuan

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 15

Top Topics

Maximum Variance Unfolding

Metric Learning

Negative Examples

Top Venues

Publications

Kan Wu, Houwen Peng, Zhenghong Zhou, Bin Xiao, Mengchen Liu, Lu Yuan, Hong Xuan, Michael Valenzuela, Xi Chen, Xinggang Wang, Hongyang Chao, Han Hu
TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance. CoRR (2023)
Kan Wu, Houwen Peng, Zhenghong Zhou, Bin Xiao, Mengchen Liu, Lu Yuan, Hong Xuan, Michael Valenzuela, Xi Stephen Chen, Xinggang Wang, Hongyang Chao, Han Hu
TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance. ICCV (2023)
Hong Xuan, Xi Stephen Chen
Dissecting Deep Metric Learning Losses for Image-Text Retrieval. WACV (2023)
Hong Xuan, Xi Chen
Dissecting Deep Metric Learning Losses for Image-Text Retrieval. CoRR (2022)
Hong Xuan, Robert Pless
Dissecting the impact of different loss functions with gradient surgery. CoRR (2022)
Hong Xuan, Abby Stylianou, Robert Pless
Improved Embeddings with Easy Positive Triplet Mining. WACV (2020)
Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless
Hard Negative Examples are Hard, but Useful. ECCV (14) (2020)
Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless
Hard negative examples are hard, but useful. CoRR (2020)
Abby Stylianou, Hong Xuan, Maya Shende, Jonathan Brandt, Richard Souvenir, Robert Pless
Hotels-50K: A Global Hotel Recognition Dataset. AAAI (2019)
Abby Stylianou, Hong Xuan, Maya Shende, Jonathan Brandt, Richard Souvenir, Robert Pless
Hotels-50K: A Global Hotel Recognition Dataset. CoRR (2019)
Xiaotong Liu, Hong Xuan, Zeyu Zhang, Abby Stylianou, Robert Pless
Visualizing How Embeddings Generalize. CoRR (2019)
Hong Xuan, Abby Stylianou, Robert Pless
Improved Embeddings with Easy Positive Triplet Mining. CoRR (2019)
Hong Xuan, Richard Souvenir, Robert Pless
Deep Randomized Ensembles for Metric Learning. CoRR (2018)
Hong Xuan, Richard Souvenir, Robert Pless
Deep Randomized Ensembles for Metric Learning. ECCV (16) (2018)
Robert Pless, Rebecca Begtrup, Lulwah Alkulaib, Samsara N. Counts, James Harnett, Justine-Louise Manning, Hong Xuan, David A. Broniatowski
Recognizing Images of Eating Disorders in Social Media. SMM4H@AMIA (2017)