Hirotaka Hachiya
11 papers · 2010–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π£ Hot Topic Early Bird
π£
Hot Topic Early Bird
π
Renaissance Researcher
(5)
π
Conference Polyglot
(5)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(50)
π
Century Club
(11)
π₯
Unstoppable
(6)
π
Trend Setter
π
Conference Pioneer
Conferences
ACML (6)
NIPS (2)
AISTATS (1)
ECCV (1)
ICML (1)
Top co-authors
Keywords
density ratio estimation
(2)
transfer learning
(1)
deep learning
(1)
policy gradient
(1)
data augmentation
(1)
image reconstruction
(1)
anomaly detection
(1)
gradient estimation
(1)
outlier detection
(1)
mutual information
(1)
two-sample test
(1)
distribution comparison
(1)
semi-supervised learning
(1)
variance reduction
(1)
weather prediction
(1)
information maximization
(1)
parameter-based exploration
(1)
optimal baseline
(1)
divergence estimation
(1)
reinforcement learning
(1)
Papers
MLP-Mixer based surrogate model for seismic ground motion with spatial source and geometry parameters
ACML 2024
Frequency-dependent Image Reconstruction Error for Micro Defect Detection
ACML 2023
Position-dependent partial convolutions for
supervised spatial interpolation
ACML 2022
Encoder-decoder-based image transformation approach for integrating precipitation forecasts
ACML 2021
Multi-stream based marked point process
ACML 2021
Exchangeable Deep Neural Networks for Set-to-Set Matching and Learning
ECCV 2020
Adaptive truncated residual regression for fine-grained regression problems
ACML 2019
Squared-loss Mutual Information Regularization: A Novel Information-theoretic Approach to Semi-supervised Learning
ICML 2013
Relative Density-Ratio Estimation for Robust Distribution Comparison
NIPS 2011
Analysis and Improvement of Policy Gradient Estimation
NIPS 2011
Conditional Density Estimation via Least-Squares Density Ratio Estimation
AISTATS 2010