Mert Sabuncu
9 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (6) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Trend Setter
Conferences
NIPS (6)
CVPR (1)
ECCV (1)
MIDL (1)
Top co-authors
Keywords
convolutional neural network
(2)
medical imaging
(2)
neural encoding
(2)
probabilistic modeling
(1)
label smoothing
(1)
image registration
(1)
feature extraction
(1)
data augmentation
(1)
distributed learning
(1)
medical image segmentation
(1)
privacy preserving
(1)
image alignment
(1)
knowledge distillation
(1)
label noise
(1)
domain generalization
(1)
visual attention
(1)
magnetic resonance imaging
(1)
object categorization
(1)
data privacy
(1)
feature alignment
(1)
Papers
Adapting to Shifting Correlations with Unlabeled Data Calibration
ECCV 2024
Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head
NIPS 2023
Characterizing the Ventral Visual Stream with Response-Optimized Neural Encoding Models
NIPS 2022
Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data
CVPR 2020
Bayesian Learning of Probabilistic Dipole Inversion for Quantitative Susceptibility Mapping
MIDL 2020
Self-Distillation as Instance-Specific Label Smoothing
NIPS 2020
Neural encoding with visual attention
NIPS 2020
Learning Conditional Deformable Templates with Convolutional Networks
NIPS 2019
Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels
NIPS 2018