Remote Sensing

Solving Spectrum Unmixing as a Multi-Task Bayesian Inverse Problem with Latent Factors for Endmember Variability AAAI 2024 Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery AAAI 2024 SPECAT: SPatial-spEctral Cumulative-Attention Transformer for High-Resolution Hyperspectral Image Reconstruction CVPR 2024 Spectral and Polarization Vision: Spectro-polarimetric Real-world Dataset CVPR 2024 SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening NeurIPS 2024 Statistically Principled Deep Learning for SAR Image Segmentation AAAI 2024 SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection WACV 2024 TARSS-Net: Temporal-Aware Radar Semantic Segmentation Network NeurIPS 2024 Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth NeurIPS 2024 The Future of Web Data Mining: Insights from Multimodal and Code-based Extraction Methods EACL 2024 The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data NeurIPS 2024 The STVchrono Dataset: Towards Continuous Change Recognition in Time CVPR 2024 Towards 3D Vision with Low-Cost Single-Photon Cameras CVPR 2024 TurboSL: Dense Accurate and Fast 3D by Neural Inverse Structured Light CVPR 2024 Turb-Seg-Res: A Segment-then-Restore Pipeline for Dynamic Videos with Atmospheric Turbulence CVPR 2024 Uncertainty-aware Continuous Implicit Neural Representations for Remote Sensing Object Counting AISTATS 2024 Unleashing Channel Potential: Space-Frequency Selection Convolution for SAR Object Detection CVPR 2024 Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark NeurIPS 2024 Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization CVPR 2024 Unsupervised Pan-Sharpening via Mutually Guided Detail Restoration AAAI 2024 Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms NeurIPS 2024 UOW-Vessel: A Benchmark Dataset of High-Resolution Optical Satellite Images for Vessel Detection and Segmentation WACV 2024 UrbanDataLayer: A Unified Data Pipeline for Urban Science NeurIPS 2024 USCILab3D: A Large-scale, Long-term, Semantically Annotated Outdoor Dataset NeurIPS 2024 Using Reinforcement Learning to Iteratively Construct Road Networks from Satellite Images and GPS Data AAAI 2024