Hong Xuan
7 papers · 2018–2023 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Keywords
deep metric learning
(2)
image classification
(1)
zero-shot learning
(1)
object recognition
(1)
image retrieval
(1)
embedding learning
(1)
knowledge distillation
(1)
data augmentation
(1)
data visualization
(1)
visual-semantic embedding
(1)
high-dimensional data
(1)
deep neural network
(1)
image-text retrieval
(1)
embedding alignment
(1)
clip model
(1)
gradient analysis
(1)
triplet loss
(1)
cross-modal distillation
(1)
hard negative mining
(1)
visualization alignment
(1)
Papers
Dissecting Deep Metric Learning Losses for Image-Text Retrieval
WACV 2023
TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance
ICCV 2023
2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets
WACV 2020
Hard negative examples are hard, but useful
ECCV 2020
Improved Embeddings with Easy Positive Triplet Mining
WACV 2020
Hotels-50K: A Global Hotel Recognition Dataset
AAAI 2019
Deep Randomized Ensembles for Metric Learning
ECCV 2018