Copertina

HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Wang, Di, Hu, Meiqi, Jin, Yao, Miao, Yuchun, Yang, Jiaqi, Xu, Yichu, Qin, Xiaolei, Ma, Jiaqi, Sun, Lingyu, Li, Chenxing, Fu, Chuan, Chen, Hongruixuan, Han, Chengxi, Yokoya, Naoto, Zhang, Jing, Xu, Minqiang, Liu, Lin, Zhang, Lefei, Wu, Chen, Du, Bo, Tao, Dacheng, Zhang, Liangpei
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computer Vision and Pattern Recognition Image and Video Processing
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Dual Selective Fusion Transformer Network for Hyperspectral Image Classification
di: Xu, Yichu, et al.
Pubblicazione: (2024)

MambaMoE: Mixture-of-Spectral-Spatial-Experts State Space Model for Hyperspectral Image Classification
di: Xu, Yichu, et al.
Pubblicazione: (2025)

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution
di: Chen, Shi, et al.
Pubblicazione: (2025)

ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model
di: Chen, Hongruixuan, et al.
Pubblicazione: (2024)

Change Detection Between Optical Remote Sensing Imagery and Map Data via Segment Anything Model (SAM)
di: Chen, Hongruixuan, et al.
Pubblicazione: (2024)

Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction
di: Song, Jian, et al.
Pubblicazione: (2025)

MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining
di: Wang, Di, et al.
Pubblicazione: (2024)

The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking
di: Miao, Yuchun, et al.
Pubblicazione: (2025)

HSANET: A Hybrid Self-Cross Attention Network For Remote Sensing Change Detection
di: Han, Chengxi, et al.
Pubblicazione: (2025)

HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images
di: Han, Chengxi, et al.
Pubblicazione: (2024)

C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images
di: Han, Chengxi, et al.
Pubblicazione: (2024)

InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling
di: Miao, Yuchun, et al.
Pubblicazione: (2024)

Information-Theoretic Reward Modeling for Stable RLHF: Detecting and Mitigating Reward Hacking
di: Miao, Yuchun, et al.
Pubblicazione: (2025)

GeoMMBench and GeoMMAgent: Toward Expert-Level Multimodal Intelligence in Geoscience and Remote Sensing
di: Xiao, Aoran, et al.
Pubblicazione: (2026)

SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery
di: Song, Jian, et al.
Pubblicazione: (2024)

MM-OVSeg:Multimodal Optical-SAR Fusion for Open-Vocabulary Segmentation in Remote Sensing
di: Wei, Yimin, et al.
Pubblicazione: (2026)

Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery
di: Han, Chengxi, et al.
Pubblicazione: (2024)

MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration
di: Wu, Zhehui, et al.
Pubblicazione: (2025)

SIGMA: Bridging Structural and Distributional Gaps for Vision Foundation Model Adaptation
di: Xiong, Lingyu, et al.
Pubblicazione: (2026)

CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation
di: Gong, Ziyang, et al.
Pubblicazione: (2024)

Model Hemorrhage and the Robustness Limits of Large Language Models
di: Ma, Ziyang, et al.
Pubblicazione: (2025)

OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping
di: Xia, Junshi, et al.
Pubblicazione: (2025)

Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark
di: Broni-Bediako, Clifford, et al.
Pubblicazione: (2024)

ObjFormer: Learning Land-Cover Changes From Paired OSM Data and Optical High-Resolution Imagery via Object-Guided Transformer
di: Chen, Hongruixuan, et al.
Pubblicazione: (2023)

SITSMamba for Crop Classification based on Satellite Image Time Series
di: Qin, Xiaolei, et al.
Pubblicazione: (2024)

Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration
di: Zhang, Xu, et al.
Pubblicazione: (2024)

Experience-Driven Multi-Agent Systems Are Training-free Context-aware Earth Observers
di: Dai, Pengyu, et al.
Pubblicazione: (2026)

SARLANG-1M: A Benchmark for Vision-Language Modeling in SAR Image Understanding
di: Wei, Yimin, et al.
Pubblicazione: (2025)

A Random Integration Algorithm for High-dimensional Function Spaces
di: Chen, Liang, et al.
Pubblicazione: (2024)

Foundation Models for Remote Sensing and Earth Observation: A Survey
di: Xiao, Aoran, et al.
Pubblicazione: (2024)

ClusIR: Towards Cluster-Guided All-in-One Image Restoration
di: Hu, Shengkai, et al.
Pubblicazione: (2025)

Hyperspectral Imaging
di: Hong, Danfeng, et al.
Pubblicazione: (2025)

When to Stop Reusing: Dynamic Gradient Gating for Sample-Efficient RLVR
di: Miao, Yuchun, et al.
Pubblicazione: (2026)

Advancing Weakly-Supervised Change Detection in Satellite Images via Adversarial Class Prompting
di: Zhao, Zhenghui, et al.
Pubblicazione: (2025)

TiMo: Spatiotemporal Foundation Model for Satellite Image Time Series
di: Qin, Xiaolei, et al.
Pubblicazione: (2025)

Intention Analysis Makes LLMs A Good Jailbreak Defender
di: Zhang, Yuqi, et al.
Pubblicazione: (2024)

Boosting Multimodal Remote Sensing Image Classification with Transformer-based Heterogeneously Salient Graph Representation
di: Yang, Jiaqi, et al.
Pubblicazione: (2023)

ChangeBridge: Spatiotemporal Image Generation with Multimodal Controls for Remote Sensing
di: Zhao, Zhenghui, et al.
Pubblicazione: (2025)

EvoIR: Towards All-in-One Image Restoration via Evolutionary Frequency Modulation
di: Ma, Jiaqi, et al.
Pubblicazione: (2025)

SPEX: A Vision-Language Model for Land Cover Extraction on Spectral Remote Sensing Images
di: Si, Dongchen, et al.
Pubblicazione: (2025)