Ramtin Hosseini
5 papers · 2021–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(5)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
neural architecture search
(4)
multi-task learning
(1)
certified robustness
(1)
adversarial robustness
(1)
algorithmic fairness
(1)
domain adaptation
(1)
decision making
(1)
knowledge distillation
(1)
model architecture
(1)
trajectory prediction
(1)
gradient descent
(1)
saliency map
(1)
multi-objective optimization
(1)
adversarial attack
(1)
human motion prediction
(1)
differentiable search
(1)
differentiable architecture search
(1)
group-aware learning
(1)
conditional variational inference
(1)
robust neural architecture
(1)
Papers
Fair and Accurate Decision Making through Group-Aware Learning
ICML 2023
Learning from Mistakes – a Framework for Neural Architecture Search
AAAI 2022
Multi-Objective Diverse Human Motion Prediction With Knowledge Distillation
CVPR 2022
Saliency-Aware Neural Architecture Search
NeurIPS 2022
DSRNA: Differentiable Search of Robust Neural Architectures
CVPR 2021