DiffusionSat: A Generative Foundation Model for Satellite Imagery

6 December 2023

Papers citing "DiffusionSat: A Generative Foundation Model for Satellite Imagery"

38 / 38 papers shown

Title
Addressing degeneracies in latent interpolation for diffusion models Erik Landolsi Fredrik Kahl DiffM 29 0 0 12 May 2025
EarthMapper: Visual Autoregressive Models for Controllable Bidirectional Satellite-Map Translation Zhe Dong Yuzhe Sun Tianzhu Liu Wangmeng Zuo Yanfeng Gu 48 0 0 28 Apr 2025
TerraMind: Large-Scale Generative Multimodality for Earth Observation Johannes Jakubik Felix Yang Benedikt Blumenstiel Erik Scheurer Rocco Sedona ... P. Fraccaro Thomas Brunschwiler Gabriele Cavallaro Juan Bernabé-Moreno Nicolas Longepe MLLM VLM 57 2 0 15 Apr 2025
SAR-to-RGB Translation with Latent Diffusion for Earth Observation Kaan Aydin Joelle Hanna Damian Borth DiffM 36 0 0 15 Apr 2025
COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails Miguel Espinosa V. Marsocci Yuru Jia Elliot J. Crowley Mikolaj Czerkawski DiffM 47 0 0 11 Apr 2025
MESA: Text-Driven Terrain Generation Using Latent Diffusion and Global Copernicus Data Paul Borne--Pons Mikolaj Czerkawski Rosalie Martin Romain Rouffet DiffM 19 2 0 09 Apr 2025
Foundation Models for Environmental Science: A Survey of Emerging Frontiers Runlong Yu Shengyu Chen Yiqun Xie Huaxiu Yao J. Willard X. Jia AI4CE 31 0 0 05 Apr 2025
A Decade of Deep Learning for Remote Sensing Spatiotemporal Fusion: Advances, Challenges, and Opportunities Enzhe Sun Yongchuan Cui Peng Liu Jining Yan 34 1 0 01 Apr 2025
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality Ziyue Huang Hongxi Yan Qiqi Zhan Shuai Yang Mingming Zhang Chenkai Zhang Yiming Lei Zeming Liu Qingjie Liu Y. Wang 42 0 0 28 Mar 2025
The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generation Benidir Yanis Gonthier Nicolas Mallet Clement 44 1 0 19 Mar 2025
A Survey of Foundation Models for Environmental Science Runlong Yu Shengyu Chen Yiqun Xie X. Jia AI4CE 50 1 0 05 Mar 2025
Urban Air Temperature Prediction using Conditional Diffusion Models Siyang Dai Jun Liu Ngai-Man Cheung 72 0 0 18 Dec 2024
From Diffusion to Resolution: Leveraging 2D Diffusion Models for 3D Super-Resolution Task Bohao Chen Y. Zhang Yanan Lv Hua Han Xi Chen MedIm 59 1 0 25 Nov 2024
AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation Datao Tang Xiangyong Cao Xuan Wu Jialin Li Jing Yao Xueru Bai Deyu Meng Yin Li Deyu Meng DiffM 72 5 0 23 Nov 2024
AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery Hangyu Zhou Chia-Hsiang Kao Cheng Perng Phoo Utkarsh Mall Bharath Hariharan Kavita Bala 24 0 0 31 Oct 2024
Multispectral Texture Synthesis using RGB Convolutional Neural Networks Sélim Ollivier Y. Gousseau S. Lefebvre 3DV 21 0 0 21 Oct 2024
HSIGene: A Foundation Model For Hyperspectral Image Generation Li Pang Datao Tang Shuang Xu Deyu Meng Xiangyong Cao DiffM 23 11 0 19 Sep 2024
EarthGen: Generating the World from Top-Down Views Ansh Sharma Albert Xiao Praneet Rathi Rohit Kundu Albert Zhai Yuan Shen Shenlong Wang 20 0 0 02 Sep 2024
Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation Daniele Rege Cambrin Isaac Corley Paolo Garza 19 1 0 08 Aug 2024
KidSat: satellite imagery to map childhood poverty dataset and benchmark Makkunda Sharma Fan Yang Duy-Nhat Vo Esra Suel Swapnil Mishra Samir Bhatt Oliver Fiala William Rudgard Seth Flaxman 33 0 0 08 Jul 2024
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space Core Francisco Park Maya Okawa Andrew Lee Ekdeep Singh Lubana Hidenori Tanaka 50 6 0 27 Jun 2024
Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model Zhuo Zheng Stefano Ermon Dongjun Kim Liangpei Zhang Yanfei Zhong DiffM 28 9 0 26 Jun 2024
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna Medhanie Irgau David B. Lobell Stefano Ermon VLM 23 4 0 16 Jun 2024
SatDiffMoE: A Mixture of Estimation Method for Satellite Image Super-resolution with Latent Diffusion Models Zhaoxu Luo Bowen Song Liyue Shen 21 0 0 14 Jun 2024
Towards Vision-Language Geo-Foundation Model: A Survey Yue Zhou Litong Feng Yiping Ke Xue Jiang Junchi Yan Xue Yang Wayne Zhang 32 15 0 13 Jun 2024
Tiny models from tiny data: Textual and null-text inversion for few-shot distillation Erik Landolsi Fredrik Kahl DiffM 42 0 0 05 Jun 2024
MetaEarth: A Generative Foundation Model for Global-Scale Remote Sensing Image Generation Zhiping Yu Chenyang Liu Liqin Liu Z. Shi Zhengxia Zou VGen 14 10 0 22 May 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Yuxuan Liang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 26 7 0 29 Apr 2024
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time series Aimi Okabayashi Nicolas Audebert Simon Donike Charlotte Pelletier 25 1 0 25 Apr 2024
Detecting Out-Of-Distribution Earth Observation Images with Diffusion Models Georges Le Bellier Nicolas Audebert 25 4 0 19 Apr 2024
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives Yidan Liu Jun Yue Shaobo Xia Pedram Ghamisi Weiying Xie Leyuan Fang DiffM 33 11 0 13 Apr 2024
GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis S. Sastry Subash Khanal A. Dhakal Nathan Jacobs 39 6 0 09 Apr 2024
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook Xingchen Zou Yibo Yan Xixuan Hao Yuehong Hu Haomin Wen ... Junbo Zhang Yong Li Tianrui Li Yu Zheng Yuxuan Liang HAI AI4TS 43 35 0 29 Feb 2024
Diffusion Models, Image Super-Resolution And Everything: A Survey Brian B. Moser Arundhati S. Shanbhag Federico Raue Stanislav Frolov Sebastián M. Palacio Andreas Dengel 11 34 0 01 Jan 2024
Cones: Concept Neurons in Diffusion Models for Customized Generation Zhiheng Liu Ruili Feng Kai Zhu Yifei Zhang Kecheng Zheng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 100 116 0 09 Mar 2023
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning Christopher Yeh Chenlin Meng Sherrie Wang Anne Driscoll Erik Rozi Patrick Liu Jihyeon Janel Lee Marshall Burke David B. Lobell Stefano Ermon 59 55 0 08 Nov 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 164 711 0 02 Mar 2021
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 209 19,191 0 21 Nov 2016