| 2025 | CVPR | Domain Generalization through Attenuation of Domain-Specific Information. | Reiji Saito, Kazuhiro Hotta |
| 2025 | ICCV | Accuracy Improvement of Prompt-Based Continual Learning with Past Information. | Ikki Kato, Kazuhiro Hotta |
| 2025 | ICCV | Unsupervised Nuclei Segmentation by Improving Pseudo Labels from Segment Anything Model. | Ryota Nakai, Kazuhiro Hotta |
| 2025 | ICCV | Long-Tailed Data Classification by Increasing and Decreasing Neurons During Training. | Taigo Sakai, Kazuhiro Hotta |
| 2025 | ICCV | Segmentation by Merging Models Specialized to Each Class. | Kazuya Shibata, Kazuhiro Hotta |
| 2025 | ICCV | Multiplicative Loss for Enhancing Semantic Segmentation in Medical and Cellular Images. | Yuto Yokoi, Kazuhiro Hotta |
| 2025 | ICPRAM | Domain Generalization Using Category Information Independent of Domain Differences. | Reiji Saito, Kazuhiro Hotta |
| 2025 | ISM | Recognition of Pitching Habits Using Multimodal Data of RGB Video and Skeleton. | Satoki Hidaka, Kazuhiro Hotta |
| 2025 | ISM | Video Classification of Marchantia Polymorpha Using a Video Vision Transformer with Emphasized Channel Information. | Haruhiko Murata, Naoki Minamino, Takashi Ueda, Yohei Kondo, Kazuhiro Hotta |
| 2025 | VISIGRAPP | Accuracy Improvement of Semi-Supervised Segmentation Using Supervised ClassMix and Sup-Unsup Feature Discriminator. | Takahiro Mano, Reiji Saito, Kazuhiro Hotta |
| 2025 | VISIGRAPP | Accuracy Improvement of Neuron Concept Discovery Using CLIP with Grad-CAM-Based Attention Regions. | Takahiro Sannomiya, Kazuhiro Hotta |
| 2025 | VISIGRAPP | Homography VAE: Automatic Bird's Eye View Image Reconstruction from Multi-Perspective Views. | Keisuke Toida, Naoki Kato, Osamu Segawa, Takeshi Nakamura, Kazuhiro Hotta |
| 2024 | ACCV | Tracking Correction Method for Rapid and Random Protein Molecules Movement. | Satoshi Kamiya, Keisuke Toida, Taka-aki Tsunoyama, Kazuhiro Hotta |
| 2024 | BMVC | Boundary Contrastive Learning for Label-Efficient Medical Image Segmentation. | Satoshi Kamiya, Kota Yamashita, Kazuhiro Hotta |
| 2024 | CVPR | MixStyle-Based Contrastive Test-Time Adaptation: Pathway to Domain Generalization. | Kota Yamashita, Kazuhiro Hotta |
| 2024 | ECCV | Genetic Information Analysis of Age-Related Macular Degeneration Fellow Eye Using Multi-modal Selective ViT. | Yoichi Furukawa, Satoshi Kamiya, Yoichi Sakurada, Kenji Kashiwagi, Kazuhiro Hotta |
| 2024 | ECCV | Generalized SAM: Efficient Fine-Tuning of SAM for Variable Input Image Sizes. | Sota Kato, Hinako Mitsuoka, Kazuhiro Hotta |
| 2024 | ECCV | Accuracy Improvement of Cell Image Segmentation Using Feedback Former. | Hinako Mitsuoka, Kazuhiro Hotta |
| 2024 | ECCV | Reducing Catastrophic Forgetting in Online Class Incremental Learning Using Self-distillation. | Kotaro Nagata, Hiromu Ono, Kazuhiro Hotta |
| 2024 | ECCV | Growing Deep Neural Network Considering with Similarity Between Neurons. | Taigo Sakai, Kazuhiro Hotta |
| 2024 | ECCV | Gr-IoU: Ground-Intersection over Union for Robust Multi-object Tracking with 3D Geometric Constraints. | Keisuke Toida, Naoki Kato, Osamu Segawa, Takeshi Nakamura, Kazuhiro Hotta |
| 2024 | ICPRAM | Vision Transformer Interpretability via Prediction of Image Reflected Relevance Among Tokens. | Kento Sago, Kazuhiro Hotta |
| 2024 | ICPRAM | Visualization of the Basis for Decisions by Selecting Layers Based on Model's Predictions Using the Difference Between Two Networks. | Takahiro Sannomiya, Kazuhiro Hotta |
| 2024 | ICPRAM | Improvement of TransUNet Using Word Patches Created from Different Dataset. | Ayato Takama, Satoshi Kamiya, Kazuhiro Hotta |
| 2023 | CVPR | One-shot and Partially-Supervised Cell Image Segmentation Using Small Visual Prompt. | Sota Kato, Kazuhiro Hotta |
| 2023 | ICASSP | Single-Particle Tracking by Graph Transformer. | Satoshi Kamiya, Kazuhiro Hotta, Taka-aki Tsunoyama, Akihiro Kusumi |
| 2023 | ICIP | Lite-HRNet Plus: Fast and Accurate Facial Landmark Detection. | Sota Kato, Kazuhiro Hotta, Yuhki Hatakeyama, Yoshinori Konishi |
| 2023 | ISM | DeformableFormer for Classifying Endoscopic Ultrasound-Guided Fine-Needle Biopsy in Pancreatic Diseases. | Taiji Kurami, Takuya Ishikawa, Kazuhiro Hotta |
| 2023 | SMC | Enlarged Large Margin Loss for Imbalanced Classification. | Sota Kato, Kazuhiro Hotta |
| 2022 | ICIP | Local Embedding for Axial Attention. | Ryouichi Furukawa, Kazuhiro Hotta |
| 2022 | ICPR | Predicting Human Behavior Using 3D Loop ResNet. | Yoshiki Kakamu, Kazuhiro Hotta |
| 2022 | IROS | Reconstructed Student-Teacher and Discriminative Networks for Anomaly Detection. | Shinji Yamada, Satoshi Kamiya, Kazuhiro Hotta |
| 2021 | CVPR | X-Net With Different Loss Functions for Cell Image Segmentation. | Haruki Fujii, Hayato Tanaka, Momoko Ikeuchi, Kazuhiro Hotta |
| 2021 | SMC | Localized Feature Aggregation Module for Semantic Segmentation. | Ryouichi Furukawa, Kazuhiro Hotta |
| 2021 | SMC | Automatic Preprocessing and Ensemble Learning for Cell Segmentation with Low Quality. | Sota Kato, Kazuhiro Hotta |
| 2020 | CVPR | Feedback U-net for Cell Image Segmentation. | Eisuke Shibuya, Kazuhiro Hotta |
| 2020 | DICTA | CNN to Capsule Network Transformation. | Takumi Sato, Kazuhiro Hotta |
| 2020 | ECCV | Feedback Attention for Cell Image Segmentation. | Hiroki Tsuda, Eisuke Shibuya, Kazuhiro Hotta |
| 2019 | CVPR | Cell Image Segmentation by Integrating Pix2pixs for Each Class. | Hiroki Tsuda, Kazuhiro Hotta |
| 2019 | DICTA | Ensemble of Training Models for Road and Building Segmentation. | Ryosuke Kamiya, Kyoya Sawada, Kazuhiro Hotta |
| 2019 | DICTA | AB-PointNet for 3D Point Cloud Recognition. | Junya Komori, Kazuhiro Hotta |
| 2019 | DICTA | EncapNet-3D and U-EncapNet for Cell Segmentation. | Takumi Sato, Kazuhiro Hotta |
| 2018 | CVPR | Cell Image Segmentation by Integrating Multiple CNNs. | Yuki Hiramatsu, Kazuhiro Hotta, Ayako Imanishi, Michiyuki Matsuda, Kenta Terai |
| 2018 | ICPRAM | Road Detection from Satellite Images by Improving U-Net with Difference of Features. | Ryosuke Kamiya, Kazuhiro Hotta, Kazuo Oda, Satomi Kakuta |
| 2018 | ICPRAM | Semantic Segmentation in Red Relief Image Map by UX-Net. | Tomoya Komiyama, Kazuhiro Hotta, Kazuo Oda, Satomi Kakuta, Mikako Sano |
| 2018 | ICPRAM | Segmentation of Lidar Intensity using Weighted Fusion based on Appropriate Region Size. | Masaki Umemura, Kazuhiro Hotta, Hideki Nonaka, Kazuo Oda |
| 2018 | ISVC | Semantic Segmentation by Integrating Classifiers for Different Difficulty Levels. | Daisuke Matsuzuki, Kazuhiro Hotta |
| 2016 | ICPR | PLSNet: A simple network using Partial Least Squares regression for image classification. | Ryoma Hasegawa, Kazuhiro Hotta |
| 2016 | ICPR | Human tracking in crowded scenes using target information at previous frames. | Hiromasa Takada, Kazuhiro Hotta, Pranam Janney |
| 2016 | ISVC | Particle Detection in Crowd Regions Using Cumulative Score of CNN. | Kenshiro Nishida, Kazuhiro Hotta |
| 2016 | ISVC | Abnormal Detection by Iterative Reconstruction. | Kenta Toyoda, Kazuhiro Hotta |
| 2015 | DICTA | Image Labeling by Integrating Local, Middle and Global Information. | Takahiro Ishida, Kazuhiro Hotta |
| 2015 | DICTA | Robust Human Tracking to Occlusion in Crowded Scenes. | Hiromasa Takada, Kazuhiro Hotta |
| 2014 | ICPR | Robust Human Detection to Pose and Occlusion Using Bag-of-Words. | Yuta Tani, Kazuhiro Hotta |
| 2014 | ISVC | HLAC between Cells of HOG Feature for Crowd Counting. | Shohei Kumagai, Kazuhiro Hotta |
| 2013 | DICTA | Accuracy Improvement of Melanosome Tracking by Error Correction. | Toshiaki Okabe, Kazuhiro Hotta |
| 2013 | ICPRAM | Unsupervised Light Spot Detection using Background Subtraction. | Takaya Niwa, Kazuhiro Hotta |
| 2013 | ICPRAM | Image Labeling using Integration of Local and Global Features. | Takuto Omiya, Kazuhiro Hotta |
| 2013 | ISM | Action Recognition Using Effective Mask Patterns Selected from a Classificational Viewpoint. | Takumi Hayashi, Kazuhiro Hotta |
| 2012 | ICPRAM | Melanosome Tracking by Bayes Theorem and Estimation of Movable Region. | Toshiaki Okabe, Kazuhiro Hotta |
| 2012 | SMC | Counting and radius estimation of lipid droplet in intracellular images. | Shohei Kumagai, Kazuhiro Hotta |
| 2011 | DICTA | Scene Classification Using Candidate Classes Selection with Particle Filter and Criterion Mining for Final Decision with AdaBoost. | Kazuhiro Hotta |
| 2010 | ICPR | Scene Classification Using Local Co-occurrence Feature in Subspace Obtained by KPCA of Local Blob Visual Words. | Kazuhiro Hotta |
| 2009 | ICIAP | Estimation of Object Position Based on Color and Shape Contextual Information. | Takashi Ishihara, Kazuhiro Hotta, Haruhisa Takahashi |
| 2009 | ICIP | Scene classification based on local autocorrelation of similarities with subspaces. | Kazuhiro Hotta |
| 2009 | ISVC | Action Recognition Based on Non-parametric Probability Density Function Estimation. | Yuta Mimura, Kazuhiro Hotta, Haruhisa Takahashi |
| 2008 | ICONIP | Automatic Particle Detection and Counting by One-Class SVM from Microscope Image. | Hinata Kuba, Kazuhiro Hotta, Haruhisa Takahashi |
| 2008 | ICONIP | Asbestos Detection from Microscope Images Using Support Vector Random Field of Local Color Features. | Yoshitaka Moriguchi, Kazuhiro Hotta, Haruhisa Takahashi |
| 2008 | ICONIP | An Asbestos Counting Method from Microscope Images of Building Materials Using Summation Kernel of Color and Shape. | Atsuo Nomoto, Kazuhiro Hotta, Haruhisa Takahashi |
| 2008 | ICPR | Non-linear feature extraction by linear PCA using local kernel. | Kazuhiro Hotta |
| 2008 | ICVS | Scene Classification Based on Multi-resolution Orientation Histogram of Gabor Features. | Kazuhiro Hotta |
| 2008 | ISVC | Face Recognition Based on Normalization and the Phase Spectrum of the Local Part of an Image. | Jesus Olivares-Mercado, Kazuhiro Hotta, Haruhisa Takahashi, Hctor M. Prez Meana, Mariko Nakano-Miyatake, Gabriel Sanchez-Perez |
| 2008 | WACV | Object Categorization Based on Kernel Principal Component Analysis of Visual Words. | Kazuhiro Hotta |
| 2007 | DICTA | Fast, Accurate and Robust Recognition Based On Local Normalized Linear Summation Kernel. | Kazuhiro Hotta |
| 2006 | AVSS | Support Vector Machine with Weighted Summation Kernel Obtained by Adaboost. | Kazuhiro Hotta |
| 2006 | ICPR | Adaptive Weighting of Local Classifiers by Particle Filter. | Kazuhiro Hotta |
| 2004 | ICIP | A robust face detector under partial occlusion. | Kazuhiro Hotta |
| 2004 | ICPR | Support Vector Machine with Local Summation Kernel for Robust Face Recognition. | Kazuhiro Hotta |
| 2003 | ICIAP | View-invariant face detection method based on local PCA cells. | Kazuhiro Hotta |
| 2002 | WACV | Object Detection Method Based on Local Kernels and Automatic Kernel Selection by Kullback-Leibler Divergence. | Kazuhiro Hotta |
| 2000 | ICPR | Efficient Face Detection from News Images by Adaptive Estimation of Prior Probabilities and Ising Search. | Takio Kurita, Masaru Tanaka, Kazuhiro Hotta, Hiroyuki Shimai, Taketoshi Mishima |
| 2000 | MVA | Feature Ordering by Cross Validation for Face Detection. | Takio Kurita, Kazuhiro Hotta, Taketoshi Mishima |
| 1999 | IROS | Communicative functions to support human robot cooperation. | Isao Hara, Alexander Zelinsky, Toshihiro Matsui, Hideki Asoh, Takio Kurita, Masaru Tanaka, Kazuhiro Hotta |
| 1998 | ACCV | Scale and Rotation Invariant Recognition Method Using Higher-Order Local Autocorrelation Features of Log-Polar Image. | Takio Kurita, Kazuhiro Hotta, Taketoshi Mishima |
| 1998 | ICPR | Dynamic attention map by Ising model for human face detection. | Masaru Tanaka, Kazuhiro Hotta, Taketoshi Mishima, Takio Kurita |