Takayuki Katsuki
8 papers · 2013–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
π
Conference Pioneer
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Research topics
Keywords
neural network
(2)
semantic segmentation
(2)
variational inference
(1)
few-shot learning
(1)
probability distribution
(1)
feature selection
(1)
feature matching
(1)
pixel classification
(1)
label noise
(1)
discriminative learning
(1)
optimal transport
(1)
two-sample test
(1)
hierarchical model
(1)
bias correction
(1)
image segmentation
(1)
missing value imputation
(1)
variational autoencoder
(1)
foundation model
(1)
electronic health record
(1)
stochastic gradient descent
(1)
Papers
A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation
NeurIPS 2024
Probabilistic Feature Matching for Fast Scalable Visual Prompting
IJCAI 2024
Regression with Sensor Data Containing Incomplete Observations
ICML 2023
Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction
IJCAI 2022
Hierarchical Lattice Layer for Partially Monotone Neural Networks
NeurIPS 2022
Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion
ICLR 2022
Consistent and Efficient Nonparametric Different-Feature Selection
AISTATS 2017
Information Fusion Based Learning for Frugal Traffic State Sensing
IJCAI 2013