Masanori Suganuma

70 papers A* 9A 6B 3C 3Journal 42Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	RP-SLAM: Real-Time Photorealistic SLAM With Efficient 3D Gaussian Splatting. IEEE Trans. Vis. Comput. Graph. Lizhi Bai, Chunqi Tian, Jun Yang, Siyu Zhang, Masanori Suganuma, Takayuki Okatani
2025	J	`jnl`	Exploring the Potential of Multi-Modal AI for Driving Hazard Prediction. IEEE Trans. Intell. Veh. Korawat Charoenpitaks, Van-Quang Nguyen, Masanori Suganuma, Masahiro Takahashi, Ryoma Niihara, Takayuki Okatani
2025	A	`conf`	Inverting the Generation Process of Denoising Diffusion Implicit Models: Empirical Evaluation and a Novel Method. WACV Yan Zeng, Masanori Suganuma, Takayuki Okatani
2025	A*	`conf`	MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval. IJCAI Naoya Sogi, Takashi Shibata, Makoto Terao, Masanori Suganuma, Takayuki Okatani
2025	J	`jnl`	MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval. CoRR Naoya Sogi, Takashi Shibata, Makoto Terao, Masanori Suganuma, Takayuki Okatani
2025	J	`jnl`	Multimodal artificial intelligence approaches using large language models for expert-level landslide image analysis. Comput. Aided Civ. Infrastructure Eng. Kittitouch Areerob, Van-Quang Nguyen, Xianfeng Li, Shogo Inadomi, Toru Shimada, Hiroyuki Kanasaki, Zhijie Wang, Masanori Suganuma, Keiji Nagatani, Pang-jo Chun, Takayuki Okatani
2025	A	`conf`	RefVSR++: Exploiting Reference Inputs for Reference-based Video Super-resolution. WACV Han Zou, Masanori Suganuma, Takayuki Okatani
2025	J	`jnl`	Rethinking Open-Set Object Detection: Issues, A New Formulation, and Taxonomy. Int. J. Comput. Vis. Yusuke Hosoya, Masanori Suganuma, Takayuki Okatani
2025	A*	`conf`	Self-Supervised Learning of Intertwined Content and Positional Features for Object Detection. ICML Kang-Jun Liu, Masanori Suganuma, Takayuki Okatani
2025	—	`conf`	TB-Bench: Training and Testing Multi-Modal AI for Understanding Spatio-Temporal Traffic Behaviors from Dashcam Images/Videos. CVPR Workshops Korawat Charoenpitaks, Van-Quang Nguyen, Masanori Suganuma, Kentaro Arai, Seiji Totsuka, Hiroshi Ino, Takayuki Okatani
2025	J	`jnl`	TB-Bench: Training and Testing Multi-Modal AI for Understanding Spatio-Temporal Traffic Behaviors from Dashcam Images/Videos. CoRR Korawat Charoenpitaks, Van-Quang Nguyen, Masanori Suganuma, Kentaro Arai, Seiji Totsuka, Hiroshi Ino, Takayuki Okatani
2024	J	`jnl`	An Improved Method for Personalizing Diffusion Models. CoRR Yan Zeng, Masanori Suganuma, Takayuki Okatani
2024	J	`jnl`	Cascaded Multi-Scale Attention for Enhanced Multi-Scale Feature Extraction and Interaction with Low-Resolution Images. CoRR Xiangyong Lu, Masanori Suganuma, Takayuki Okatani
2024	A	`conf`	Contextual Affinity Distillation for Image Anomaly Detection. WACV Jie Zhang, Masanori Suganuma, Takayuki Okatani
2024	J	`jnl`	Improved high dynamic range imaging using multi-scale feature flows balanced between task-orientedness and accuracy. Comput. Vis. Image Underst. Qian Ye, Masanori Suganuma, Takayuki Okatani
2024	J	`jnl`	Improving visual question answering for bridge inspection by pre-training with external data of image-text pairs. Comput. Aided Civ. Infrastructure Eng. Thannarot Kunlamai, Tatsuro Yamane, Masanori Suganuma, Pang-jo Chun, Takayuki Okatani
2024	J	`jnl`	Open-vocabulary vs. Closed-set: Best Practice for Few-shot Object Detection Considering Text Describability. CoRR Yusuke Hosoya, Masanori Suganuma, Takayuki Okatani
2024	J	`jnl`	RP-SLAM: Real-time Photorealistic SLAM with Efficient 3D Gaussian Splatting. CoRR Lizhi Bai, Chunqi Tian, Jun Yang, Siyu Zhang, Masanori Suganuma, Takayuki Okatani
2024	J	`jnl`	Rethinking Annotation for Object Detection: Is Annotating Small-size Instances Worth Its Cost? CoRR Yusuke Hosoya, Masanori Suganuma, Takayuki Okatani
2024	J	`jnl`	Rethinking unsupervised domain adaptation for semantic segmentation. Pattern Recognit. Lett. Zhijie Wang, Masanori Suganuma, Takayuki Okatani
2024	A	`conf`	SBCFormer: Lightweight Network Capable of Full-size ImageNet Classification at 1 FPS on Single Board Computers. WACV Xiangyong Lu, Masanori Suganuma, Takayuki Okatani
2024	J	`jnl`	Symmetry-aware Neural Architecture for Embodied Visual Navigation. Int. J. Comput. Vis. Shuang Liu, Masanori Suganuma, Takayuki Okatani
2024	J	`jnl`	That's BAD: blind anomaly detection by implicit local feature clustering. Mach. Vis. Appl. Jie Zhang, Masanori Suganuma, Takayuki Okatani
2023	B	`conf`	Accurate Single-Image Defocus Deblurring Based on Improved Integration with Defocus Map Estimation. ICIP Qian Ye, Masanori Suganuma, Takayuki Okatani
2023	J	`jnl`	Contextual Affinity Distillation for Image Anomaly Detection. CoRR Jie Zhang, Masanori Suganuma, Takayuki Okatani
2023	C	`conf`	Network Pruning and Fine-tuning for Few-shot Industrial Image Anomaly Detection. INDIN Jie Zhang, Masanori Suganuma, Takayuki Okatani
2023	J	`jnl`	RefVSR++: Exploiting Reference Inputs for Reference-based Video Super-resolution. CoRR Han Zou, Masanori Suganuma, Takayuki Okatani
2023	J	`jnl`	Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image. CoRR Han Zou, Masanori Suganuma, Takayuki Okatani
2023	J	`jnl`	SBCFormer: Lightweight Network Capable of Full-size ImageNet Classification at 1 FPS on Single Board Computers. CoRR Xiangyong Lu, Masanori Suganuma, Takayuki Okatani
2023	J	`jnl`	That's BAD: Blind Anomaly Detection by Implicit Local Feature Clustering. CoRR Jie Zhang, Masanori Suganuma, Takayuki Okatani
2023	J	`jnl`	Unsupervised domain adaptation for semantic segmentation via cross-region alignment. Comput. Vis. Image Underst. Zhijie Wang, Xing Liu, Masanori Suganuma, Takayuki Okatani
2023	J	`jnl`	Visual Abductive Reasoning Meets Driving Hazard Prediction: Problem Formulation and Dataset. CoRR Korawat Charoenpitaks, Van-Quang Nguyen, Masanori Suganuma, Masahiro Takahashi, Ryoma Niihara, Takayuki Okatani
2022	A*	`conf`	Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self-supervised Learning. NeurIPS Kang-Jun Liu, Masanori Suganuma, Takayuki Okatani
2022	—	`conf`	GRIT: Faster and Better Image Captioning Transformer Using Dual Visual Features. ECCV (36) Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
2022	J	`jnl`	GRIT: Faster and Better Image captioning Transformer Using Dual Visual Features. CoRR Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
2022	J	`jnl`	Learning Regularized Multi-Scale Feature Flow for High Dynamic Range Imaging. CoRR Qian Ye, Masanori Suganuma, Jun Xiao, Takayuki Okatani
2022	J	`jnl`	More Practical Scenario of Open-set Object Detection: Open at Category Level and Closed at Super-category Level. CoRR Yusuke Hosoya, Masanori Suganuma, Takayuki Okatani
2022	J	`jnl`	Rethinking Unsupervised Domain Adaptation for Semantic Segmentation. CoRR Zhijie Wang, Masanori Suganuma, Takayuki Okatani
2022	J	`jnl`	Single-image Defocus Deblurring by Integration of Defocus Map Prediction Tracing the Inverse Problem Computation. CoRR Qian Ye, Masanori Suganuma, Takayuki Okatani
2021	J	`jnl`	Cross-Region Domain Adaptation for Class-level Alignment. CoRR Zhijie Wang, Xing Liu, Masanori Suganuma, Takayuki Okatani
2021	J	`jnl`	Improved Few-shot Segmentation by Redefinition of the Roles of Multi-level CNN Features. CoRR Zhijie Wang, Masanori Suganuma, Takayuki Okatani
2021	A*	`conf`	Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following Tasks. IJCAI Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
2021	J	`jnl`	Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following Tasks. CoRR Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
2021	A*	`conf`	Matching in the Dark: A Dataset for Matching Image Pairs of Low-light Scenes. ICCV Wenzheng Song, Masanori Suganuma, Xing Liu, Noriyuki Shimobayashi, Daisuke Maruta, Takayuki Okatani
2021	J	`jnl`	Matching in the Dark: A Dataset for Matching Image Pairs of Low-light Scenes. CoRR Wenzheng Song, Masanori Suganuma, Xing Liu, Noriyuki Shimobayashi, Daisuke Maruta, Takayuki Okatani
2020	A	`conf`	Analysis and a Solution of Momentarily Missed Detection for Anchor-based Object Detectors. WACV Yusuke Hosoya, Masanori Suganuma, Takayuki Okatani
2020	—	`ch.`	Designing Convolutional Neural Network Architectures Using Cartesian Genetic Programming. Deep Neural Evolution Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao
2020	—	`conf`	Efficient Attention Mechanism for Visual Dialog that Can Handle All the Interactions Between Multiple Inputs. ECCV (24) Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
2020	J	`jnl`	Evolution of Deep Convolutional Neural Networks Using Cartesian Genetic Programming. Evol. Comput. Masanori Suganuma, Masayuki Kobayashi, Shinichi Shirakawa, Tomoharu Nagao
2020	J	`jnl`	How Can CNNs Use Image Position for Segmentation? CoRR Rito Murase, Masanori Suganuma, Takayuki Okatani
2020	—	`conf`	Hyperparameter-Free Out-of-Distribution Detection Using Cosine Similarity. ACCV (4) Engkarat Techapanurak, Masanori Suganuma, Takayuki Okatani
2020	—	`conf`	Removal of Image Obstacles for Vehicle-mounted Surrounding Monitoring Cameras by Real-time Video Inpainting. CVPR Workshops Yoshihiro Hirohashi, Kenichi Narioka, Masanori Suganuma, Xing Liu, Yukimasa Tamatsu, Takayuki Okatani
2019	J	`jnl`	Analysis and a Solution of Momentarily Missed Detection for Anchor-based Object Detectors. CoRR Yusuke Hosoya, Masanori Suganuma, Takayuki Okatani
2019	A*	`conf`	Attention-Based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions. CVPR Masanori Suganuma, Xing Liu, Takayuki Okatani
2019	A*	`conf`	Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration. CVPR Xing Liu, Masanori Suganuma, Zhun Sun, Takayuki Okatani
2019	J	`jnl`	Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration. CoRR Xing Liu, Masanori Suganuma, Zhun Sun, Takayuki Okatani
2019	J	`jnl`	Efficient Attention Mechanism for Handling All the Interactions between Many Inputs with Application to Visual Dialog. CoRR Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani
2019	—	`conf`	Improving Generalization Ability of Deep Neural Networks for Visual Recognition Tasks. CCIW Takayuki Okatani, Xing Liu, Masanori Suganuma
2019	J	`jnl`	Joint Learning of Multiple Image Restoration Tasks. CoRR Xing Liu, Masanori Suganuma, Takayuki Okatani
2018	A*	`conf`	A Genetic Programming Approach to Designing Convolutional Neural Network Architectures. IJCAI Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao
2018	J	`jnl`	A generative model approach for visualising convolutional neural networks. Int. J. Comput. Intell. Stud. Masayuki Kobayashi, Masanori Suganuma, Tomoharu Nagao
2018	J	`jnl`	Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions. CoRR Masanori Suganuma, Xing Liu, Takayuki Okatani
2018	A*	`conf`	Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search. ICML Masanori Suganuma, Mete Ozay, Takayuki Okatani
2018	J	`jnl`	Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search. CoRR Masanori Suganuma, Mete Özay, Takayuki Okatani
2017	J	`jnl`	A Genetic Programming Approach to Designing Convolutional Neural Network Architectures. CoRR Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao
2017	A	`conf`	A genetic programming approach to designing convolutional neural network architectures. GECCO Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao
2017	B	`conf`	Acquiring grasp strategies for a multifingered robot hand using evolutionary algorithms. SMC Chiaki Hirayama, Toshiya Watanabe, Shinji Kawabata, Masanori Suganuma, Tomoharu Nagao
2017	C	`conf`	Generative adversarial network for visualizing convolutional network. IWCIA Masayuki Kobayashi, Masanori Suganuma, Tomoharu Nagao
2016	B	`conf`	Hierarchical feature construction for image classification using Genetic Programming. SMC Masanori Suganuma, Daiki Tsuchiya, Shinichi Shirakawa, Tomoharu Nagao
2013	C	`conf`	Detection of electrical stimulation position in recorded surgery videos of cortical mapping in awake brain surgery. IWCIA Masanori Suganuma, Tomoharu Nagao