| 2025 | CVPR | TB-Bench: Training and Testing Multi-Modal AI for Understanding Spatio-Temporal Traffic Behaviors from Dashcam Images/Videos. | Korawat Charoenpitaks, Van-Quang Nguyen, Masanori Suganuma, Kentaro Arai, Seiji Totsuka, Hiroshi Ino, Takayuki Okatani |
| 2025 | ICML | Self-Supervised Learning of Intertwined Content and Positional Features for Object Detection. | Kang-Jun Liu, Masanori Suganuma, Takayuki Okatani |
| 2025 | IJCAI | MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval. | Naoya Sogi, Takashi Shibata, Makoto Terao, Masanori Suganuma, Takayuki Okatani |
| 2025 | WACV | Inverting the Generation Process of Denoising Diffusion Implicit Models: Empirical Evaluation and a Novel Method. | Yan Zeng, Masanori Suganuma, Takayuki Okatani |
| 2025 | WACV | RefVSR++: Exploiting Reference Inputs for Reference-based Video Super-resolution. | Han Zou, Masanori Suganuma, Takayuki Okatani |
| 2024 | WACV | SBCFormer: Lightweight Network Capable of Full-size ImageNet Classification at 1 FPS on Single Board Computers. | Xiangyong Lu, Masanori Suganuma, Takayuki Okatani |
| 2024 | WACV | Contextual Affinity Distillation for Image Anomaly Detection. | Jie Zhang, Masanori Suganuma, Takayuki Okatani |
| 2023 | ICIP | Accurate Single-Image Defocus Deblurring Based on Improved Integration with Defocus Map Estimation. | Qian Ye, Masanori Suganuma, Takayuki Okatani |
| 2023 | INDIN | Network Pruning and Fine-tuning for Few-shot Industrial Image Anomaly Detection. | Jie Zhang, Masanori Suganuma, Takayuki Okatani |
| 2022 | ECCV | GRIT: Faster and Better Image Captioning Transformer Using Dual Visual Features. | Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani |
| 2021 | ICCV | Matching in the Dark: A Dataset for Matching Image Pairs of Low-light Scenes. | Wenzheng Song, Masanori Suganuma, Xing Liu, Noriyuki Shimobayashi, Daisuke Maruta, Takayuki Okatani |
| 2021 | IJCAI | Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following Tasks. | Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani |
| 2020 | ACCV | Hyperparameter-Free Out-of-Distribution Detection Using Cosine Similarity. | Engkarat Techapanurak, Masanori Suganuma, Takayuki Okatani |
| 2020 | CVPR | Removal of Image Obstacles for Vehicle-mounted Surrounding Monitoring Cameras by Real-time Video Inpainting. | Yoshihiro Hirohashi, Kenichi Narioka, Masanori Suganuma, Xing Liu, Yukimasa Tamatsu, Takayuki Okatani |
| 2020 | ECCV | Efficient Attention Mechanism for Visual Dialog that Can Handle All the Interactions Between Multiple Inputs. | Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani |
| 2020 | WACV | Analysis and a Solution of Momentarily Missed Detection for Anchor-based Object Detectors. | Yusuke Hosoya, Masanori Suganuma, Takayuki Okatani |
| 2019 | CVPR | Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration. | Xing Liu, Masanori Suganuma, Zhun Sun, Takayuki Okatani |
| 2019 | CVPR | Attention-Based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions. | Masanori Suganuma, Xing Liu, Takayuki Okatani |
| 2018 | ICML | Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search. | Masanori Suganuma, Mete Ozay, Takayuki Okatani |
| 2018 | IJCAI | A Genetic Programming Approach to Designing Convolutional Neural Network Architectures. | Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao |
| 2017 | GECCO | A genetic programming approach to designing convolutional neural network architectures. | Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao |
| 2017 | SMC | Acquiring grasp strategies for a multifingered robot hand using evolutionary algorithms. | Chiaki Hirayama, Toshiya Watanabe, Shinji Kawabata, Masanori Suganuma, Tomoharu Nagao |
| 2016 | SMC | Hierarchical feature construction for image classification using Genetic Programming. | Masanori Suganuma, Daiki Tsuchiya, Shinichi Shirakawa, Tomoharu Nagao |