| 2025 | ICASSP | Text-Guided Few-Shot Semantic Segmentation with Training-Free Multimodal Feature Matching. | Guillaume Buthmann, Tomoya Sakai, Haoxiang Qiu, Takayuki Katsuki, Daiki Kimura |
| 2024 | IJCAI | Probabilistic Feature Matching for Fast Scalable Visual Prompting. | Thomas Frick, Cezary Skura, Filip Janicki, Roy Assaf, Niccol Avogaro, Daniel Caraballo, Yagmur Gizem Cinar, Brown Ebouky, Ioana Giurgiu, Takayuki Katsuki, Piotr Kluska, Cristiano Malossi, Haoxiang Qiu, Tomoya Sakai, Florian Scheidegger, Andrej Simeski, Daniel Yang, Andrea Bartezzaghi, Mattia Rigotti |
| 2022 | KDD | A Generalized Backward Compatibility Metric. | Tomoya Sakai |
| 2021 | AISTATS | Regret Minimization for Causal Inference on Large Treatment Space. | Akira Tanimoto, Tomoya Sakai, Takashi Takenouchi, Hisashi Kashima |
| 2021 | PAKDD | Causal Combinatorial Factorization Machines for Set-Wise Recommendation. | Akira Tanimoto, Tomoya Sakai, Takashi Takenouchi, Hisashi Kashima |
| 2021 | SDM | Predictive Optimization with Zero-Shot Domain Adaptation. | Tomoya Sakai, Naoto Ohsaka |
| 2020 | ICML | Do We Need Zero Training Loss After Achieving Zero Training Error? | Takashi Ishida, Ikko Yamane, Tomoya Sakai, Gang Niu, Masashi Sugiyama |
| 2020 | UAI | Robust modal regression with direct gradient approximation of modal regression risk. | Hiroaki Sasaki, Tomoya Sakai, Takafumi Kanamori |
| 2020 | SDM | A Predictive Optimization Framework for Hierarchical Demand Matching. | Naoto Ohsaka, Tomoya Sakai, Akihiro Yabe |
| 2019 | AAAI | Covariate Shift Adaptation on Learning from Positive and Unlabeled Data. | Tomoya Sakai, Nobuyuki Shimizu |
| 2017 | AISTATS | Least-Squares Log-Density Gradient Clustering for Riemannian Manifolds. | Mina Ashizawa, Hiroaki Sasaki, Tomoya Sakai, Masashi Sugiyama |
| 2017 | CAIP | Multilinear Methods for Spatio-Temporal Image Recognition. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2017 | CAIP | Analysis of Multilinear Subspaces Based on Geodesic Distance. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2017 | ICML | Semi-Supervised Classification Based on Classification from Positive and Unlabeled Data. | Tomoya Sakai, Marthinus Christoffel du Plessis, Gang Niu, Masashi Sugiyama |
| 2016 | ACCV | Approximation of N-Way Principal Component Analysis for Organ Data. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2016 | COMPSAC | Social Media Mediation System for Closing Inter-Generational Communication Gap. | Toru Kobayashi, Kazushige Katsuragi, Kenichi Arai, Tomoya Sakai, Makoto Fujimura |
| 2016 | ICPR | Unmixing three types of lung sounds by convex optimization. | Tomoya Sakai, Sueharu Miyahara, Senya Kiyasu |
| 2016 | MICCAI | Volumetric Image Pattern Recognition Using Three-Way Principal Component Analysis. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2016 | SSPR | Mathematical Aspects of Tensor Subspace Method. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2016 | SSPR | Classification of Volumetric Data Using Multiway Data Analysis. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2015 | CAIP | Low-Dimensional Tensor Principle Component Analysis. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2015 | ICASSP | Separating background and foreground optical flow fields by low-rank and sparse regularization. | Tomoya Sakai, Hiroki Kuhara |
| 2015 | PSIVT | Discriminative Properties in Directional Distributions for Image Pattern Recognition. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2014 | ACCV | Global Volumetric Image Registration Using Local Linear Property of Image Manifold. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2014 | ICASSP | Learning high-dimensional nonlinear mapping via compressed sensing. | Tomoya Sakai, Daisuke Miyata |
| 2014 | ICPR | Two-Dimensional Global Image Registration Using Local Linear Property of Image Manifold. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2013 | CAIP | Affine Colour Optical Flow Computation. | Ming-Ying Fan, Atsushi Imiya, Kazuhiko Kawamoto, Tomoya Sakai |
| 2013 | CAIP | Global Image Registration Using Random Projection and Local Linear Method. | Hayato Itoh, Tomoya Sakai, Kazuhiko Kawamoto, Atsushi Imiya |
| 2013 | CAIP | Scale-Space Clustering on the Sphere. | Yoshihiko Mochizuki, Atsushi Imiya, Kazuhiko Kawamoto, Tomoya Sakai, Akihiko Torii |
| 2013 | PSIVT | Local Affine Optical Flow Computation. | Hayato Itoh, Shun Inagaki, Ming-Ying Fan, Atsushi Imiya, Kazuhiko Kawamoto, Tomoya Sakai |
| 2012 | ACIVS | The Mean Boundary Curve of Anatomical Objects. | Keiko Morita, Atsushi Imiya, Tomoya Sakai, Hidekata Hontani, Yoshitaka Masutani |
| 2012 | ECCV | Hierarchical Properties of Multi-resolution Optical Flow Computation. | Yusuke Kameda, Atsushi Imiya, Tomoya Sakai |
| 2012 | ICASSP | Sparse representation-based extraction of pulmonary sound components from low-quality auscultation signals. | Tomoya Sakai, Haruka Satomoto, Senya Kiyasu, Sueharu Miyahara |
| 2012 | ICPR | Robust detection of adventitious lung sounds in electronic auscultation signals. | Tomoya Sakai, Madoka Kato, Sueharu Miyahara, Senya Kiyasu |
| 2012 | ISVC | Interpolation of Reference Images in Sparse Dictionary for Global Image Registration. | Hayato Itoh, Shuang Lu, Tomoya Sakai, Atsushi Imiya |
| 2012 | SSPR | Alignment and Morphing for the Boundary Curves of Anatomical Organs. | Keiko Morita, Atsushi Imiya, Tomoya Sakai, Hidekaka Hontan, Yoshitaka Masutani |
| 2011 | ISVC | Global Image Registration by Fast Random Projection. | Hayato Itoh, Shuang Lu, Tomoya Sakai, Atsushi Imiya |
| 2011 | ISVC | Subvoxel Super-Resolution of Volumetric Motion Field Using General Order Prior. | Koji Kashu, Atsushi Imiya, Tomoya Sakai |
| 2010 | ACCV | Multi-label Classification for Image Annotation via Sparse Similarity Voting. | Tomoya Sakai, Hayato Itoh, Atsushi Imiya |
| 2010 | ICPR | An Iterative Method for Superresolution of Optical Flow Derived by Energy Minimisation. | Yoshihiko Mochizuki, Yusuke Kameda, Atsushi Imiya, Tomoya Sakai, Takashi Imaizumi |
| 2010 | ISVC | Multiscale Analysis of Volumetric Motion Field Using General Order Prior. | Koji Kashu, Atsushi Imiya, Tomoya Sakai |
| 2009 | CAIP | Scale Space Hierarchy of Segments. | Haruhiko Nishiguchi, Atsushi Imiya, Tomoya Sakai |
| 2009 | ISVC | Optical Flow Computation from an Asynchronised Multiresolution Image Sequence. | Yusuke Kameda, Naoya Ohnishi, Atsushi Imiya, Tomoya Sakai |
| 2009 | ISVC | Two Step Variational Method for Subpixel Optical Flow Computation. | Yoshihiko Mochizuki, Yusuke Kameda, Atsushi Imiya, Tomoya Sakai, Takashi Imaizumi |
| 2009 | ISVC | Unification of Multichannel Motion Feature Using Boolean Polynomial. | Naoya Ohnishi, Atsushi Imiya, Tomoya Sakai |
| 2008 | ICISP | Statistically Valid Graph Representations of Scale-Space Geometry. | Tomoya Sakai, Atsushi Imiya |
| 2008 | ICPR | Monte Carlo subspace method: An incremental approach to high-dimensional data classification. | Tomoya Sakai |
| 2006 | ICPR | Laplacian Based Non-Linear Diffusion Filtering. | Haruhiko Nishiguchi, Atsushi Imiya, Tomoya Sakai |
| 2006 | ISVC | Shape Reconstruction by Line Voting in Discrete Space. | Kosuke Sato, Atsushi Imiya, Tomoya Sakai |
| 2006 | IWCIA | Combinatorial Properties of Scale Space Singular Points. | Atsushi Imiya, Tomoya Sakai |
| 2006 | IWCIA | Hierarchical Tree of Image Derived by Diffusion Filtering. | Haruhiko Nishiguchi, Atsushi Imiya, Tomoya Sakai |
| 2004 | ECCV | Hierarchical Analysis of Low-Contrast Temporal Images with Linear Scale Space. | Tomoya Sakai, Atsushi Imiya |