Ryan Farrell
10 papers · 2013–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (18) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Pioneer
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Keyword Trendsetter Combo
(4)
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Trend Setter
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Conference Pioneer
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Century Club Β· Bronze
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Keyword Collector
(50)
Top co-authors
Research topics
Machine Learning
(8)
Computer Vision
(6)
Core Methods
(6)
Analysis
(5)
Deep Learning
(4)
Learning Types
(3)
Core AI Β· Computer Vision
(2)
Techniques
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core AI Β· Artificial Intelligence
(1)
Domain-Specific
(1)
Keywords
fine-grained classification
(4)
image classification
(2)
object recognition
(2)
image retrieval
(1)
dataset collection
(1)
deformable part model
(1)
computer vision
(1)
annotation quality
(1)
visual recognition
(1)
image categorization
(1)
multi-view image
(1)
fine-grained recognition
(1)
weakly supervised learning
(1)
benchmark dataset
(1)
transfer learning
(1)
pose normalization
(1)
representation learning
(1)
model performance
(1)
variance analysis
(1)
statistical learning
(1)
Papers
The FineView Dataset:A 3D Scanned Multi-View Object Dataset of Fine-Grained Category Instances
WACV 2025
Elusive Images: Beyond Coarse Analysis for Fine-Grained Recognition
WACV 2024
Improving Fractal Pre-Training
WACV 2022
Fair Comparison: Quantifying Variance in Results for Fine-Grained Visual Categorization
WACV 2021
Have Fun Storming the Castle(s)!
WACV 2021
Intelligent Image Collection: Building the Optimal Dataset
WACV 2020
Pairwise Confusion for Fine-Grained Visual Classification
ECCV 2018
Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection
CVPR 2015
Open-vocabulary Object Retrieval
RSS 2014
Deformable Part Descriptors for Fine-Grained Recognition and Attribute Prediction
ICCV 2013