| 2026 | AAAI | LandCraft: Designing the Structured 3D Landscapes via Text Guidance. | Zhihao Liu, Fang Liu, Weihao Xuan, Naoto Yokoya |
| 2026 | ACL | The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents. | Weihao Xuan, Qingcheng Zeng, Heli Qi, Yunze Xiao, Junjue Wang, Naoto Yokoya |
| 2026 | ACL | Code-Switching Information Retrieval: Benchmarks, Analysis, and the Limits of Current Retrievers. | Qingcheng Zeng, Yuheng Lu, Zeqi Zhou, Heli Qi, Puxuan Yu, Fuheng Zhao, Hitomi Yanaka, Weihao Xuan, Naoto Yokoya |
| 2026 | WACV | Geo3DVQA: Evaluating Vision-Language Models for 3D Geospatial Reasoning from Aerial Imagery. | Mai Tsujimoto, Junjue Wang, Weihao Xuan, Naoto Yokoya |
| 2025 | CVPR | Neural Hierarchical Decomposition for Single Image Plant Modeling. | Zhihao Liu, Zhanglin Cheng, Naoto Yokoya |
| 2025 | EMNLP | Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models. | Weihao Xuan, Qingcheng Zeng, Heli Qi, Junjue Wang, Naoto Yokoya |
| 2025 | ICCV | GaussianOcc: Fully Self-Supervised and Efficient 3D Occupancy Estimation with Gaussian Splatting. | Wanshui Gan, Fang Liu, Hongbin Xu, Ningkai Mo, Naoto Yokoya |
| 2025 | ICCV | MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration. | Zhehui Wu, Yong Chen, Naoto Yokoya, Wei He |
| 2025 | IROS | LR | Chao Ning, Weihao Xuan, Wanshui Gan, Naoto Yokoya |
| 2025 | WACV | Wavelength- and Depth-Aware Deep Image Prior for Blind Hyperspectral Imagery Deblurring with Coarse Depth Guidance. | Jiahuan Li, Xiaoyu Dong, Wei He, Naoto Yokoya |
| 2024 | CHI | DeepTreeSketch: Neural Graph Prediction for Faithful 3D Tree Modeling from Sketches. | Zhihao Liu, Yu Li, Fangyuan Tu, Ruiyuan Zhang, Zhanglin Cheng, Naoto Yokoya |
| 2024 | CVPR | Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping. | Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya |
| 2024 | IGARSS | OpenEarthMap Benchmark Suite and Its Applications. | Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako, Jian Song, Hongruixuan Chen |
| 2024 | IGARSS | Change Detection between Optical Remote Sensing Imagery and Map Data Via Segment Anything Model (SAM). | Hongruixuan Chen, Jian Song, Naoto Yokoya |
| 2024 | IGARSS | When Daformer Meets Multi-Modality Datasets. | Damian Ibaez, Junshi Xia, Naoto Yokoya |
| 2024 | WACV | Understanding Dark Scenes by Contrasting Multi-Modal Observations. | Xiaoyu Dong, Naoto Yokoya |
| 2024 | WACV | SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection. | Jian Song, Hongruixuan Chen, Naoto Yokoya |
| 2023 | IGARSS | Combining Deep Learning and Numerical Simulation to Predict Flood Inundation Depth. | Bruno Adriano, Naoto Yokoya, Kazuki Yamanoi, Satoru Oishi |
| 2023 | WACV | OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping. | Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako |
| 2022 | CVPR | ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework. | Ningkai Mo, Wanshui Gan, Naoto Yokoya, Shifeng Chen |
| 2022 | ECCV | Learning Mutual Modulation for Self-supervised Cross-Modal Super-Resolution. | Xiaoyu Dong, Naoto Yokoya, Longguang Wang, Tatsumi Uezato |
| 2022 | ECCV | Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration. | Wei He, Quanming Yao, Naoto Yokoya, Tatsumi Uezato, Hongyan Zhang, Liangpei Zhang |
| 2022 | IGARSS | EOD: The IEEE GRSS Earth Observation Database. | Michael Schmitt, Pedram Ghamisi, Naoto Yokoya, Ronny Hnsch |
| 2020 | ECCV | Guided Deep Decoder: Unsupervised Image Pair Fusion. | Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He |
| 2020 | IGARSS | Damage Characterization in Urban Environments from Multitemporal Remote Sensing Datasets Built from Previous Events. | Bruno Adriano, Junshi Xia, Naoto Yokoya, Hiroyuki Miura, Masashi Matsuoka, Shunichi Koshimura |
| 2019 | CVPR | Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. | Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao |
| 2019 | ICASSP | Total-variation-regularized Tensor Ring Completion for Remote Sensing Image Reconstruction. | Wei He, Longhao Yuan, Naoto Yokoya |
| 2019 | IGARSS | Mangrove Species Mapping Using Sentinel-1 and Sentinel-2 Data in North Vietnam. | Tien Dat Pham, Junshi Xia, Gerald Baier, Nga Nhu Le, Naoto Yokoya |
| 2019 | IGARSS | Building Damage Mapping Via Transfer Learning. | Junshi Xia, Bruno Adriano, Gerald Baier, Naoto Yokoya |
| 2019 | IGARSS | Land Cover Mapping without Human Annotation. | Tatsuya Yamada, Naoto Yokoya, Takeo Tadono, Akira Iwasaki |
| 2019 | IGARSS | Weighted Group Sparsity Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Restoration. | Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang |
| 2019 | IGARSS | Total Variation Regularized Low-Rank Sparsity Decomposition for Blind Cloud and Cloud Shadow Removal from Multitemporal Imagery. | Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang |
| 2019 | IGARSS | Cross-Domain-Classification of Tsunami Damage Via Data Simulation and Residual-Network-Derived Features From Multi-Source Images. | Bruno Adriano, Naoto Yokoya, Junshi Xia, Gerald Baier, Shunichi Koshimura |
| 2019 | IGARSS | Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection. | Gerald Baier, Wei He, Bruno Adriano, Junshi Xia, Naoto Yokoya |
| 2019 | IGARSS | WU-Net: A Weakly-Supervised Unmixing Network for Remotely Sensed Hyperspectral Imagery. | Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Uta Heiden, Wieke Heldens, Xiao Xiang Zhu |
| 2018 | ECCV | Joint and Progressive Learning from High-Dimensional Data for Multi-label Classification. | Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu |
| 2018 | IGARSS | Boosting for Domain Adaptation Extreme Learning Machines for Hyperspectral Image Classification. | Junshi Xia, Naoto Yokoya, Akira Iwasaki |
| 2018 | IGARSS | A Comparative Study of Fusion-Based Change Detection Methods for Multi-Band Images with Different Spectral and Spatial Resolutions. | Vinicius Ferraris, Naoto Yokoya, Nicolas Dobigeon, Marie Chabert |
| 2017 | ICASSP | A novel ensemble classifier of hyperspectral and LiDAR data using morphological features. | Junshi Xia, Naoto Yokoya, Akira Iwasaki |
| 2017 | ICIP | Learning a low-coherence dictionary to address spectral variability for hyperspectral unmixing. | Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu |
| 2017 | IGARSS | Hyperspectral image classification with partial least square forest. | Junshi Xia, Naoto Yokoya, Akira Iwasaki |
| 2017 | IGARSS | Ensemble of transfer component analysis for domain adaptation in hyperspectral remote sensing image classification. | Junshi Xia, Naoto Yokoya, Akira Iwasaki |
| 2017 | IGARSS | Multimodal, multitemporal, and multisource global data fusion for local climate zones classification based on ensemble learning. | Naoto Yokoya, Pedram Ghamisi, Junshi Xia |
| 2016 | IGARSS | Local manifold learning with robust neighbors selection for hyperspectral dimensionality reduction. | Danfeng Hong, Naoto Yokoya, Xiao Xiang Zhu |
| 2015 | IGARSS | Detector anomaly detection and stripe correction of hyperspectral data. | Daisuke Niina, Naoto Yokoya, Akira Iwasaki |
| 2015 | IGARSS | Generalized-hough-transform object detection using class-specific sparse representation for local-feature detection. | Naoto Yokoya, Akira Iwasaki |
| 2014 | ICIP | Facial alignment by using sparse initialization and random forest. | Chun Fui Liew, Naoto Yokoya, Takehisa Yairi |
| 2014 | ICIP | Spectral unmixing of fluorescence fingerprint imagery for visualization of constituents in pie pastry. | Naoto Yokoya, Mito Kokawa, Junichi Sugiyama |
| 2014 | IGARSS | Object localization based on sparse representation for remote sensing imagery. | Naoto Yokoya, Akira Iwasaki |
| 2014 | IGARSS | Airborne unmixing-based hyperspectral super-resolution using RGB imagery. | Naoto Yokoya, Akira Iwasaki |
| 2013 | IGARSS | Hyperspectral and multispectral data fusion mission on hyperspectral imager suite (HISUI). | Naoto Yokoya, Akira Iwasaki |
| 2012 | IGARSS | Generalized bilinear model based nonlinear unmixing using semi-nonnegative matrix factorization. | Naoto Yokoya, Jocelyn Chanussot, Akira Iwasaki |
| 2012 | IGARSS | Similarity measure for spatial-spectral registration in hyperspectral era. | Akira Iwasaki, Naoto Yokoya, Takeshi Arai, Yuki Ito, Norihide Miyamura |
| 2011 | IGARSS | Coupled non-negative matrix factorization (CNMF) for hyperspectral and multispectral data fusion: Application to pasture classification. | Naoto Yokoya, Takehisa Yairi, Akira Iwasaki |
| 2010 | IGARSS | Detection and correction of spectral and spatial misregistrations for hyperspectral data. | Naoto Yokoya, Norihide Miyamura, Akira Iwasaki |
| 2010 | IGARSS | Challenge of aster digital elevation model. | Akira Iwasaki, Masaru Koga, Hiroto Kanno, Naoto Yokoya, Tetsuya Okuda, Kojiro Saito |