Steve Branson
8 papers · 2010–2019 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Bronze
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Topic Pioneer
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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
Venues
Top co-authors
Research topics
Machine Learning
(8)
Learning Types
(7)
Computer Vision
(6)
Core Methods
(4)
Artificial Intelligence
(3)
Analysis
(3)
Deep Learning
(2)
Application Areas Β· Machine Learning
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Processing
(2)
Data Science & Analytics
(1)
Application Areas Β· Deep Learning
(1)
Keywords
active learning
(3)
multi-class classification
(2)
probabilistic model
(2)
computer vision
(2)
importance sampling
(1)
structured prediction
(1)
online learning
(1)
fine-grained classification
(1)
transfer learning
(1)
deep learning
(1)
motion estimation
(1)
label noise
(1)
crowdsourcing annotation
(1)
image annotation
(1)
label aggregation
(1)
object detection
(1)
multi-annotator learning
(1)
annotator modeling
(1)
structured learning
(1)
probabilistic modeling
(1)
Papers
Learned Video Compression
ICCV 2019
Lean Multiclass Crowdsourcing
CVPR 2018
Lean Crowdsourcing: Combining Humans and Machines in an Online System
CVPR 2017
Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection
CVPR 2015
Active Annotation Translation
CVPR 2014
Similarity Comparisons for Interactive Fine-Grained Categorization
CVPR 2014
Efficient Large-Scale Structured Learning
CVPR 2013
The Multidimensional Wisdom of Crowds
NeurIPS 2010