| 2025 | CVPR | Leveraging Temporal Cues for Semi-Supervised Multi-View 3D Object Detection. | Jinhyung Park, Navyata Sanghvi, Hiroki Adachi, Yoshihisa Shibata, Shawn Hunt, Shinya Tanaka, Hironobu Fujiyoshi, Kris Kitani |
| 2025 | MVA | IG-ODAM: Instance-Aware Visual Explanations for Object Detection with Integrated Gradients. | Yuma Nakai, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2025 | VISIGRAPP | 2D Motion Generation Using Joint Spatial Information with 2CM-GPT. | Ryota Inoue, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2024 | ACCV | DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention. | NguyenHuu BaoLong, Chenyu Zhang, Yuzhi Shi, Tsubasa Hirakawa, Takayoshi Yamashita, Tohgoroh Matsui, Hironobu Fujiyoshi |
| 2024 | ACCV | Faster Convergence and Uncorrelated Gradients in Self-Supervised Online Continual Learning. | Koyo Imai, Naoto Hayashi, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2024 | BMVC | SAM Helps SSL: Mask-guided Attention Bias for Self-supervised Learning. | Kensuke Taguchi, Takehiko Kawai, Wataru Imaeda, Hironobu Fujiyoshi |
| 2024 | CVPR | Prompt Learning with One-Shot Setting based Feature Space Analysis in Vision-and-Language Models. | Yuki Hirohashi, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2024 | CVPR | Potential Risk Localization via Weak Labeling out of Blind Spot. | Kota Shimomura, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2024 | ECCV | Larval Hostplant Prediction from Luehdorfia japonica Image Using Multi-label ABN. | Tsubasa Hirakawa, Takaaki Arai, Takayoshi Yamashita, Hironobu Fujiyoshi, Yuichi Oba, Hiromichi Fukui, Masaya Yago |
| 2024 | ECCV | Layer-Wise Relevance Propagation with Conservation Property for ResNet. | Seitaro Otsuki, Tsumugi Iida, Flix Doublet, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Komei Sugiura |
| 2024 | EDM | Enhancing the Accuracy of Predicting Students Grades in Open-Ended Questions through Adjustments to Attention Weights. | Masaki Koike, Hirokazu Kohama, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2024 | ICIP | Binary-Decomposed Vision Transformer: Compressing and Accelerating Vision Transformer by Binary Decomposition. | Ryota Kondo, Hiroaki Minoura, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2024 | VISIGRAPP | Diverse Data Selection Considering Data Distribution for Unsupervised Continual Learning. | Naoto Hayashi, Naoki Okamoto, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2024 | VISIGRAPP | Class Weighted Focal Loss for Improving Class Imbalance in Semi-Supervised Object Detection. | Shinichi Hoketsu, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2023 | AIED | Learning from AI: An Interactive Learning Method Using a DNN Model Incorporating Expert Knowledge as a Teacher. | Kohei Hattori, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2023 | BMVC | Embedding Human Knowledge into Spatio-Temproal Attention Branch Network in Video Recognition via Temporal attention. | Saki Noguchi, Yuzhi Shi, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2023 | ICCE | Recommending Learning Actions Using Neural Network. | Hirokazu Kohama, Yuki Ban, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Akitoshi Itai, Hiroyasu Usami |
| 2023 | ICLR | This Looks Like It Rather Than That: ProtoKNN For Similarity-Based Classifiers. | Yuki Ukai, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2023 | IJCNN | Visual Explanation for Cooperative Behavior in Multi-Agent Reinforcement Learning. | Hidenori Itaya, Tom Sagawa, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2023 | IJCNN | Analyzing the Accuracy, Representations, and Explainability of Various Loss Functions for Deep Learning. | Tenshi Ito, Hiroki Adachi, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2023 | WACV | Uncertainty-Aware Interactive LiDAR Sampling for Deep Depth Completion. | Kensuke Taguchi, Shogo Morita, Yusuke Hayashi, Wataru Imaeda, Hironobu Fujiyoshi |
| 2022 | ACCV | Visual Explanation Generation Based on Lambda Attention Branch Networks. | Tsumugi Iida, Takumi Komatsu, Kanta Kaneda, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Komei Sugiura |
| 2022 | ECCV | Deep Ensemble Learning by Diverse Knowledge Distillation for Fine-Grained Object Classification. | Naoki Okamoto, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2022 | ICIP | Class-Wise FM-NMS for Knowledge Distillation of Object Detection. | Lyuzhuang Liu, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2022 | ICPR | Refining Design Spaces in Knowledge Distillation for Deep Collaborative Learning. | Sachi Iwata, Soma Minami, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2022 | ICPR | Action Spotting in Soccer Videos Using Multiple Scene Encoders. | Yuzhi Shi, Hiroaki Minoura, Takayoshi Yamashita, Tsubasa Hirakawa, Hironobu Fujiyoshi, Mitsuru Nakazawa, Yeongnam Chae, Bjrn Stenger |
| 2021 | ICCE | Performance Prediction and Importance Analysis Using Transformer. | Akiyoshi Satake, Hironobu Fujiyoshi, Takayoshi Yamashita |
| 2021 | ICIP | Semantic Segmentation And Change Detection By Multi-Task U-Net. | Shungo Tsutsui, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2021 | IJCNN | Visual Explanation using Attention Mechanism in Actor-Critic-based Deep Reinforcement Learning. | Hidenori Itaya, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Komei Sugiura |
| 2021 | IROS | Iterative Coarse-to-Fine 6D-Pose Estimation Using Back-propagation. | Ryosuke Araki, Kohsuke Mano, Tadanori Hirano, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2021 | MVA | Attention Mining Branch for Optimizing Attention Map. | Takaaki Iwayoshi, Masahiro Mitsuhara, Masayuki Takada, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2021 | MVA | Cut and paste curriculum learning with hard negative mining for point-of-sale systems. | Jaechul Kim, Xiaoyan Dai, Yisan Hsieh, Hiroki Tanimoto, Hironobu Fujiyoshi |
| 2021 | MVA | Facial landmark detection transfer learning for a specific user in driver status monitoring systems. | Jaechul Kim, Kensuke Taguchi, Yusuke Hayashi, Jungo Miyazaki, Hironobu Fujiyoshi |
| 2021 | MVA | Action Spotting and Temporal Attention Analysis in Soccer Videos. | Hiroaki Minoura, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Mitsuru Nakazawa, Yeongnam Chae, Bjrn Stenger |
| 2021 | MVA | Relational Subgraph for Graph-based Path Prediction. | Masaki Miyata, Katsutoshi Shiraki, Hiroaki Minoura, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2020 | ACCV | Knowledge Transfer Graph for Deep Collaborative Learning. | Soma Minami, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2020 | ACCV | Spatial Temporal Attention Graph Convolutional Networks with Mechanics-Stream for Skeleton-Based Action Recognition. | Katsutoshi Shiraki, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2020 | ICPR | Improving reliability of attention branch network by introducing uncertainty. | Takuya Tsukahara, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2020 | ICRA | MT-DSSD: Deconvolutional Single Shot Detector Using Multi Task Learning for Object Detection, Segmentation, and Grasping Detection. | Ryosuke Araki, Takeshi Onishi, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2019 | CVPR | Attention Branch Network: Learning of Attention Mechanism for Visual Explanation. | Hiroshi Fukui, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2019 | HCI | Recognition of Listener's Nodding by LSTM Based on Movement of Facial Keypoints and Speech Intonation. | Takayoshi Yamashita, Maya Nakagawa, Hironobu Fujiyoshi, Yuji Haikawa |
| 2019 | ICRA | Fast and Precise Detection of Object Grasping Positions with Eigenvalue Templates. | Kousuke Mano, Takahiro Hasegawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Yukiyasu Domae |
| 2019 | IROS | Detecting layered structures of partially occluded objects for bin picking. | Yusuke Inagaki, Ryosuke Araki, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2019 | MVA | Gradual Sampling Gate for Bidirectional Knowledge Distillation. | Soma Minami, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2019 | MVA | Domain Adaptation using a Gradient Reversal Layer with Instance Weighting. | Kosuke Osumi, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2019 | MVA | Cooking Video Summarization Guided By Matching with Step-By-Step Recipe Photos. | Ryo Sobue, Mitsuru Nakazawa, Yeongnam Chae, Bjrn Stenger, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2019 | PERCOM | Scene Context-aware Rapidly-exploring Random Trees for Global Path Planning. | Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2018 | HCI | Survey on Vision-Based Path Prediction. | Tsubasa Hirakawa, Takayoshi Yamashita, Toru Tamaki, Hironobu Fujiyoshi |
| 2018 | ICIP | Compactification of Affine Transformation Filter Using Tensor Decomposition. | Kohei Kawai, Takahiro Hasegawa, Yuji Yamauchi, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2018 | ICIP | Multiple Skip Connections of Dilated Convolution Network for Semantic Segmentation. | Takayoshi Yamashita, Hironori Furukawa, Hironobu Fujiyoshi |
| 2017 | BMVC | Accelerating Computation of Exemplar-SVM by Binary Approximation based on Matrix Decomposition. | Takato Kurokawa, Yuji Yamauchi, Mitsuru Ambai, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2016 | ACCV | Multiple Facial Attributes Estimation Based on Weighted Heterogeneous Learning. | Hiroshi Fukui, Takayoshi Yamashita, Yuu Kato, Ryo Matsui, Takanori Ogata, Yuji Yamauchi, Hironobu Fujiyoshi |
| 2016 | ACCV | Recognition of Texting-While-Walking by Joint Features Based on Arm and Head Poses. | Fumito Shinmura, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Hironobu Fujiyoshi |
| 2016 | ICPR | Misclassification tolerable learning for robust pedestrian orientation classification. | Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Hironobu Fujiyoshi |
| 2016 | ICPR | Pedestrian and part position detection using a regression-based multiple task deep convolutional neural network. | Takayoshi Yamashita, Hiroshi Fukui, Yuji Yamauchi, Hironobu Fujiyoshi |
| 2015 | ICCV | Multiple-Hypothesis Affine Region Estimation with Anisotropic LoG Filters. | Takahiro Hasegawa, Mitsuru Ambai, Kohta Ishikawa, Gou Koutaki, Yuji Yamauchi, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2015 | ICIP | Facial point detection based on a convolutional neural network with optimal mini-batch procedure. | Masatoshi Kimura, Takayoshi Yamashita, Yuji Yamauchi, Hironobu Fujiyoshi |
| 2015 | ICIP | SWAP-NODE: A regularization approach for deep convolutional neural networks. | Takayoshi Yamashita, Masayuki Tanaka, Yuji Yamauchi, Hironobu Fujiyoshi |
| 2015 | ICIP | Facial point detection using convolutional neural network transferred from a heterogeneous task. | Takayoshi Yamashita, Taro Watasue, Yuji Yamauchi, Hironobu Fujiyoshi |
| 2015 | IROS | Fast 3D edge detection by using decision tree from depth image. | Masaya Kaneko, Takahiro Hasegawa, Yuji Yamauchi, Takayoshi Yamashita, Hironobu Fujiyoshi, Hiroshi Murase |
| 2015 | MVA | Fast discrimination by early judgment using linear classifier. | Takato Kurokawa, Yuji Yamauchi, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2015 | MVA | Weighted Hough Forest for object detection. | Yosuke Murai, Yuji Yamauchi, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2014 | ACCV | Asymmetric Feature Representation for Object Recognition in Client Server System. | Yuji Yamauchi, Mitsuru Ambai, Ikuro Sato, Yuichi Yoshida, Hironobu Fujiyoshi, Takayoshi Yamashita |
| 2014 | ICIP | Keypoint detection by cascaded fast. | Takahiro Hasegawa, Yuji Yamauchi, Mitsuru Ambai, Yuichi Yoshida, Hironobu Fujiyoshi |
| 2014 | ICPR | To Be Bernoulli or to Be Gaussian, for a Restricted Boltzmann Machine. | Takayoshi Yamashita, Masayuki Tanaka, Eiji Yoshida, Yuji Yamauchi, Hironobu Fujiyoshi |
| 2013 | CVPR | A Compensation Method of Motion Features with Regression for Deficient Depth Image. | Ryo Yumiba, Yoshiki Agata, Hironobu Fujiyoshi |
| 2013 | ICASSP | Robust object tracking using a context based on the relation of object and background. | Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2012 | ICPR | Human detection by Haar-like filtering using depth information. | Sho Ikemura, Hironobu Fujiyoshi |
| 2011 | MVA | Object Category Recognition by Bag-of-Features Using Co-Occurrence Representation by Foreground and Background Information. | Hironobu Fujiyoshi |
| 2011 | MVA | Keypoint Recognition Using Two-Stage Randomized Trees. | Shoichi Shimizu, Hironobu Fujiyoshi |
| 2011 | WACV | Moving object detection with background model based on spatio-temporal texture. | Ryo Yumiba, Masanori Miyoshi, Hironobu Fujiyoshi |
| 2010 | ACCV | Real-Time Human Detection Using Relational Depth Similarity Features. | Sho Ikemura, Hironobu Fujiyoshi |
| 2010 | CVPR | Feature co-occurrence representation based on boosting for object detection. | Yuji Yamauchi, Masanari Takagi, Takayoshi Yamashita, Hironobu Fujiyoshi |
| 2010 | ICPR | Human-Area Segmentation by Selecting Similar Silhouette Images Based on Weak-Classifier Response. | Hiroaki Ando, Hironobu Fujiyoshi |
| 2009 | ACCV | Video Segmentation Using Iterated Graph Cuts Based on Spatio-temporal Volumes. | Tomoyuki Nagahashi, Hironobu Fujiyoshi, Takeo Kanade |
| 2009 | CSEDU | Designing a Programming Course to Foster Creativity using UML Modeling Template. | Norio Ishii, Yuki Nagao, Yuri Suzuki, Hironobu Fujiyoshi, Takashi Fujii |
| 2009 | MVA | Improved Matching Accuracy in Traffic Sign Recognition by Using Different Feature Subspaces. | Arihito Ihara, Hironobu Fujiyoshi, Masanari Takagi, Hiroaki Kumon |
| 2009 | MVA | Incident Detection Based on Dynamic Background Modeling and Statistical Learning Using Spatio-Temporal Features. | Yasuhiro Murai, Hironobu Fujiyoshi, Masato Kazui |
| 2009 | PSIVT | A Method for Visualizing Pedestrian Traffic Flow Using SIFT Feature Point Tracking. | Yuji Tsuduki, Hironobu Fujiyoshi |
| 2008 | ICPR | Incoherent motion detection using a time-series Gram matrix feature. | Masato Kazui, Masanori Miyoshi, Shoji Muramatsu, Hironobu Fujiyoshi |
| 2008 | ICPR | Shot boundary detection using co-occurrence of global motion in video stream. | Yosuke Murai, Hironobu Fujiyoshi |
| 2008 | ICPR | A method of feature selection using contribution ratio based on boosting. | Masamitsu Tsuchiya, Hironobu Fujiyoshi |
| 2008 | ICPR | Human tracking based on Soft Decision Feature and online real boosting. | Takayoshi Yamashita, Hironobu Fujiyoshi, Shihong Lao, Masato Kawade |
| 2008 | ICPR | People detection based on co-occurrence of appearance and spatiotemporal features. | Yuji Yamauchi, Hironobu Fujiyoshi, Bon-Woo Hwang, Takeo Kanade |
| 2007 | ACCV | Combined Object Detection and Segmentation by Using Space-Time Patches. | Yasuhiro Murai, Hironobu Fujiyoshi, Takeo Kanade |
| 2007 | ACCV | Image Segmentation Using Iterated Graph Cuts Based on Multi-scale Smoothing. | Tomoyuki Nagahashi, Hironobu Fujiyoshi, Takeo Kanade |
| 2007 | MVA | A Method for Estimating Rigid Object Motion Using Regularized Scene Flow. | Hiroki Mizuno, Hironobu Fujiyoshi |
| 2007 | MVA | Object Type Classification Using Structure-based Feature Representation. | Tomoyuki Nagahashi, Hironobu Fujiyoshi, Takeo Kanade |
| 2007 | RoboCup | Mean-Shift-Based Color Tracking in Illuminance Change. | Yuji Hayashi, Hironobu Fujiyoshi |
| 2006 | ICPR | Human Head Tracking in Three Dimensional Voxel Space. | Haruki Kawanaka, Hironobu Fujiyoshi, Yuji Iwahori |
| 2006 | ICPR | Evaluating Feature Importance for Object Classification in Visual Surveillance. | Masamitsu Tsuchiya, Hironobu Fujiyoshi |
| 2006 | ICVS | Road Observation and Information Providing System for Supporting Mobility of Pedestrian. | Hironobu Fujiyoshi, Takeshi Komura, Ikuko Eguchi Yairi, Kentaro Kayama |
| 2005 | RoboCup | Mosaic-Based Global Vision System for Small Size Robot League. | Yuji Hayashi, Seiji Tohyama, Hironobu Fujiyoshi |
| 2005 | RoboCup | A New Practice Course for Freshmen Using RoboCup Based Small Robots. | Yasunori Nagasaka, Morihiko Saeki, Shoichi Shibata, Hironobu Fujiyoshi, Takashi Fujii, Toshiyuki Sakata |
| 2005 | RoboCup | Robust and Accurate Detection of Object Orientation and ID Without Color Segmentation. | Shoichi Shimizu, Tomoyuki Nagahashi, Hironobu Fujiyoshi |
| 2004 | ICPR | Object-Based Video Coding Using Pixel State Analysis. | Takayuki Nishi, Hironobu Fujiyoshi |
| 2004 | RoboCup | A Method of Pseudo Stereo Vision from Images of Cameras Shutter Timing Adjusted. | Hironobu Fujiyoshi, Shoichi Shimizu, Yasunori Nagasaka, Tomoichi Takahashi |
| 2002 | ICPR | Layered Detection for Multiple Overlapping Objects. | Hironobu Fujiyoshi, Takeo Kanade |
| 2000 | MVA | A Method for Monitoring Activities of Multiple Objects by Using Stochastic Model. | Nobuyoshi Enomoto, Takeo Kanade, Hironobu Fujiyoshi, Osamu Hasegawa |
| 1998 | WACV | Real-time human motion analysis by image skeletonization. | Hironobu Fujiyoshi, Alan J. Lipton |
| 1998 | WACV | Moving target classification and tracking from real-time video. | Alan J. Lipton, Hironobu Fujiyoshi, Raju S. Patil |