Mustafa Bilgic
5 papers · 2015–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(15)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Keywords
representation learning
(1)
image classification
(1)
text classification
(1)
context-aware learning
(1)
saliency map
(1)
interpretable classification
(1)
convolutional neural network
(1)
long short-term memory
(1)
cross-entropy loss
(1)
integrated gradient
(1)
limited training data
(1)
neural network
(1)
relational lstm
(1)
cell classification
(1)
microscopy image
(1)
neighborhood information
(1)
relational classification
(1)
biological cell
(1)
rationale annotation
(1)
instance-level feature selection
(1)
Papers
Context-Aware Feature Selection and Classification
IJCAI 2023
IDGI: A Framework To Eliminate Explanation Noise From Integrated Gradients
CVPR 2023
Ranking-Constrained Learning with Rationales for Text Classification
ACL 2022
Relational Classification of Biological Cells in Microscopy Images
AAAI 2021
Active Learning with Rationales for Text Classification
NAACL 2015