Posterior mean super-resolution with a compound Gaussian Markov random field prior. - Takayuki Katsuki; Masato Inoue (ICASSP, 2012)

Posterior-Mean Super-Resolution With a Causal Gaussian Markov Random Field Prior. - Takayuki Katsuki; Akira Torii; Masato Inoue (IEEE Trans. Image Process., 2012)

Information Fusion Based Learning for Frugal Traffic State Sensing. - Vikas Joshi; Nithya Rajamani; Takayuki Katsuki; Naveen Prathapaneni; L. Venkata Subramaniam (IJCAI, 2013)

A Hierarchical Bayesian Choice Model with Visibility. - Takayuki Osogami; Takayuki Katsuki (ICPR, 2014)

Frugal signal control using low resolution web-camera and traffic flow estimation. - Kumiko Maeda; Tetsuro Morimura; Takayuki Katsuki; Masayoshi Teraguchi (WSC, 2014)

Bayesian regression selecting valuable subset from mixed bag training data. - Takayuki Katsuki; Masato Inoue (ICPR, 2016)

Unsupervised object counting without object recognition. - Takayuki Katsuki; Tetsuro Morimura; Tsuyoshi Idé (ICPR, 2016)

Automated help system for novice older users from touchscreen gestures. - Daisuke Sato 001; Tetsuro Morimura; Takayuki Katsuki; Yosuke Toyota; Tsuneo Kato; Hironobu Takagi (ICPR, 2016)

Consistent and Efficient Nonparametric Different-Feature Selection. - Satoshi Hara 001; Takayuki Katsuki; Hiroki Yanagisawa; Takafumi Ono; Ryo Okamoto; Shigeki Takeuchi (AISTATS, 2017)

City-Wide Traffic Flow Estimation From a Limited Number of Low-Quality Cameras. - Tsuyoshi Idé; Takayuki Katsuki; Tetsuro Morimura; Robert J. T. Morris (IEEE Trans. Intell. Transp. Syst., 2017)

Traffic Velocity Estimation From Vehicle Count Sequences. - Takayuki Katsuki; Tetsuro Morimura; Masato Inoue (IEEE Trans. Intell. Transp. Syst., 2017)

Feature Extraction from Electronic Health Records of Diabetic Nephropathy Patients with Convolutioinal Autoencoder. - Takayuki Katsuki; Masaki Ono; Akira Koseki; Michiharu Kudo; Kyoichi Haida; Jun Kuroda; Masaki Makino; Ryosuke Yanagiya; Atsushi Suzuki (AAAI Workshops, 2018)

Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps. - Takayuki Katsuki; Takayuki Osogami; Akira Koseki; Masaki Ono; Michiharu Kudo; Masaki Makino; Atsushi Suzuki (ICDM, 2018)

Risk Prediction of Diabetic Nephropathy via Interpretable Feature Extraction from EHR Using Convolutional Autoencoder. - Takayuki Katsuki; Masaki Ono; Akira Koseki; Michiharu Kudo; Kyoichi Haida; Jun Kuroda; Masaki Makino; Ryosuke Yanagiya; Atsushi Suzuki (MIE, 2018)

Learning to Estimate Driver Drowsiness from Car Acceleration Sensors Using Weakly Labeled Data. - Takayuki Katsuki; Kun Zhao 004; Takayuki Yoshizumi (ICASSP, 2020)

Interpretation Method for Continuous Glucose Monitoring with Subsequence Time-Series Clustering. - Masaki Ono; Takayuki Katsuki; Masaki Makino; Kyoichi Haida; Atsushi Suzuki (MIE, 2020)

Feature Set for a Prediction Model of Diabetic Kidney Disease Progression. - Masaki Ono; Takayuki Katsuki; Masaki Makino; Kyoichi Haida; Atsushi Suzuki; Reitaro Tokumasu (MIE, 2020)

Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion. - Kohei Miyaguchi; Takayuki Katsuki; Akira Koseki; Toshiya Iwamori (ICLR, 2022)

Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction. - Takayuki Katsuki; Kohei Miyaguchi; Akira Koseki; Toshiya Iwamori; Ryosuke Yanagiya; Atsushi Suzuki (IJCAI, 2022)

Hierarchical Lattice Layer for Partially Monotone Neural Networks. - Hiroki Yanagisawa; Kohei Miyaguchi; Takayuki Katsuki (NeurIPS, 2022)

Regression with Sensor Data Containing Incomplete Observations. - Takayuki Katsuki; Takayuki Osogami (ICML, 2023)

Probabilistic Feature Matching for Fast Scalable Visual Prompting. - Thomas Frick; Cezary Skura; Filip Janicki; Roy Assaf; Niccolò Avogaro; Daniel Caraballo; Yagmur Gizem Cinar; Brown Ebouky; Ioana Giurgiu; Takayuki Katsuki; Piotr Kluska; Cristiano Malossi; et al. (IJCAI, 2024)

A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation. - Tomoya Sakai; Haoxiang Qiu; Takayuki Katsuki; Daiki Kimura; Takayuki Osogami; Tadanobu Inoue (NeurIPS, 2024)

Text-Guided Few-Shot Semantic Segmentation with Training-Free Multimodal Feature Matching. - Guillaume Buthmann; Tomoya Sakai; Haoxiang Qiu; Takayuki Katsuki; Daiki Kimura (ICASSP, 2025)