Rob Romijnders
6 papers · 2021–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Keyword Champion (2)
π
Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(3)
Learning Types
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Data Science & Analytics
(2)
Deep Learning
(2)
Applications
(2)
Architectures
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Security & Privacy
(1)
Analysis
(1)
Core AI
(1)
Keywords
contact tracing
(2)
transfer learning
(2)
out-of-distribution generalization
(2)
image classification
(1)
few-shot learning
(1)
statistical inference
(1)
risk management
(1)
domain generalization
(1)
model calibration
(1)
object detection
(1)
model robustness
(1)
self-supervised learning
(1)
data augmentation
(1)
distribution shift
(1)
convolutional neural network
(1)
model scaling
(1)
distributional shift
(1)
frequency analysis
(1)
bandwidth efficiency
(1)
pandemic control
(1)
Papers
Protect Your Score: Contact-Tracing with Differential Privacy Guarantees
AAAI 2024
No time to waste: practical statistical contact tracing with few low-bit messages
AISTATS 2023
Impact of Aliasing on Generalization in Deep Convolutional Networks
ICCV 2021
On Robustness and Transferability of Convolutional Neural Networks
CVPR 2021
Representation Learning From Videos In-the-Wild: An Object-Centric Approach
WACV 2021
Revisiting the Calibration of Modern Neural Networks
NeurIPS 2021