Abby Stylianou
7 papers · 2019–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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๐ Interdisciplinary Bridge ยท Bronze ๐ Academic Marathon ยท Sprint ๐บ๏ธ Taxonomy Completionist (15) ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot ยท Silver
๐
Conference Pioneer
๐
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(6)
Computer Vision
(2)
Deep Learning
(2)
Application Areas
(2)
Data Science & Analytics
(1)
Analysis
(1)
Architectures
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Types ยท Machine Learning
(1)
Learning Types ยท Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
image retrieval
(2)
representation learning
(1)
image classification
(1)
zero-shot learning
(1)
object recognition
(1)
embedding learning
(1)
data augmentation
(1)
data visualization
(1)
high-dimensional data
(1)
deep neural network
(1)
deep metric learning
(1)
transformer network
(1)
embedding alignment
(1)
composed image retrieval
(1)
multi-sensor fusion
(1)
visualization alignment
(1)
genotype phenotype prediction
(1)
field phenotyping
(1)
plant phenotype analysis
(1)
agricultural imaging
(1)
Papers
ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval
CVPR 2025
SGรP : A Sorghum Genotype ร Phenotype Prediction Dataset and Benchmark
NeurIPS 2023
Visualizing Paired Image Similarity in Transformer Networks
WACV 2022
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