Katsuya Hotta

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Nearest Neighbour

Subspace Clustering

Teacher Student

Top Venues

Comput. Vis. Media

Publications

Katsuya Hotta, Takuya Akashi, Shogo Tokai, Chao Zhang
PMSSC: Parallelizable multi-subset based self-expressive model for subspace clustering. Comput. Vis. Media 9 (3) (2023)
Katsuya Hotta, Chao Zhang, Yoshihiro Hagihara, Takuya Akashi
Subspace-Aware Feature Reconstruction for Unsupervised Anomaly Localization. CoRR (2023)
Chao Zhang, Katsuya Hotta, Takuma Ueshima, Jun Yu, Chunzhi Gu
Augment with Teacher and Distill with Student: A Two-Stage Teacher-Student Network Training Scheme for 3D Human Segmentation. ICCPR (2023)
Ryusuke Takada, Katsuya Hotta, Chao Zhang
Learning Self-Expressive Representations via Nearest Subspace Model for Motion Segmentation. GCCE (2022)
Katsuya Hotta, Haoran Xie, Chao Zhang
Component-based nearest neighbour subspace clustering. IET Image Process. 16 (10) (2022)
Kohei Nakazawa, Katsuya Hotta, Jun Yu, Chao Zhang
Student-Teacher Anomaly Detection Considering Knowledge Consistency between Layer Groups. GCCE (2022)
Katsuya Hotta, Takuya Akashi, Shogo Tokai, Chao Zhang
PMSSC: Parallelizable Multi-Subset based Self-Expressive Model for Subspace Clustering. CoRR (2021)
Chao Zhang, Xuequan Lu, Katsuya Hotta, Xi Yang
G2MF-WA: Geometric multi-model fitting with weakly annotated data. Comput. Vis. Media 6 (2) (2020)
Katsuya Hotta, Shenglin Mu, Yan Zhao, Chao Zhang
Subspace-Dependent Adjacency Matrix Design via Discrete-Continuous optimization. GCCE (2020)
Chao Zhang, Xuequan Lu, Katsuya Hotta, Xi Yang
G2MF-WA: Geometric Multi-Model Fitting with Weakly Annotated Data. CoRR (2020)