Naoto Yokoya
22 papers · 2018–2026 · 8 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (36) 🌍 Conference Polyglot · Silver 🚀 Conference Pioneer
💎
Century Club · Bronze
🗃️
Keyword Collector
(95)
🔥
Unstoppable · Bronze
❓
The Questioner
⚡
Prolific Year · Productive
Top co-authors
Research topics
Computer Vision
(14)
Analysis
(10)
Artificial Intelligence
(9)
Machine Learning
(8)
Core AI · Artificial Intelligence
(8)
Domain-Specific
(8)
Deep Learning
(6)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(4)
Processing
(3)
Application Areas
(2)
Core AI · Computer Vision
(2)
Core Methods
(2)
Models
(2)
Architectures
(1)
Keywords
remote sensing
(6)
vision-language model
(3)
land cover mapping
(3)
semantic segmentation
(3)
multimodal learning
(2)
image restoration
(2)
domain adaptation
(2)
aerial imagery
(2)
synthetic data
(2)
point cloud
(2)
question answering
(1)
self-supervised learning
(1)
contrastive learning
(1)
visual question answering
(1)
object detection
(1)
benchmark evaluation
(1)
neural architecture search
(1)
image reconstruction
(1)
gaussian splatting
(1)
uncertainty quantification
(1)
Papers
Direction-aware 3D Large Multimodal Models
CVPR 2026
Geo3DVQA: Evaluating Vision-Language Models for 3D Geospatial Reasoning from Aerial Imagery
WACV 2026
GeoMMBench and GeoMMAgent: Toward Expert-Level Multimodal Intelligence in Geoscience and Remote Sensing
CVPR 2026
LandCraft: Designing the Structured 3D Landscapes via Text Guidance
AAAI 2026
MD2E: Modeling Depth-to-Edge Cues for Monocular Metric Depth Estimation
CVPR 2026
MM-OVSeg: Multimodal Optical-SAR Fusion for Open-Vocabulary Segmentation in Remote Sensing
CVPR 2026
The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents
ACL 2026
GaussianOcc: Fully Self-supervised and Efficient 3D Occupancy Estimation with Gaussian Splatting
ICCV 2025
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration
ICCV 2025
Neural Hierarchical Decomposition for Single Image Plant Modeling
CVPR 2025
Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models
EMNLP 2025
Wavelength- and Depth-Aware Deep Image Prior for Blind Hyperspectral Imagery Deblurring with Coarse Depth Guidance
WACV 2025
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery
NeurIPS 2024
SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection
WACV 2024
Understanding Dark Scenes by Contrasting Multi-Modal Observations
WACV 2024
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping
WACV 2023
ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework
CVPR 2022
Learning Mutual Modulation for Self-Supervised Cross-Modal Super-Resolution
ECCV 2022
Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration
ECCV 2022
Guided Deep Decoder: Unsupervised Image Pair Fusion
ECCV 2020
Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising
CVPR 2019
Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification
ECCV 2018