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Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives

13 April 2024

Papers citing "Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives"

50 / 73 papers shown

Title
Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior Ce Wang Wanjie Sun DiffM 68 5 0 11 May 2024
Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution Yi Xiao Qiangqiang Yuan Kui Jiang Yuzeng Chen Qiang Zhang Chia-Wen Lin Mamba 100 44 0 08 May 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 145 98 0 27 Feb 2024
Sat2Scene: 3D Urban Scene Generation from Satellite Images with Diffusion Zuoyue Li Zhenqiang Li Zhaopeng Cui Marc Pollefeys Martin R. Oswald 78 15 0 19 Jan 2024
SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers Nanye Ma Mark Goldstein M. S. Albergo Nicholas M. Boffi Eric Vanden-Eijnden Saining Xie DiffM 113 200 0 16 Jan 2024
StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation Akio Kodaira Chenfeng Xu Toshiki Hazama Takanori Yoshimoto Kohei Ohno Shogo Mitsuhori Soichi Sugano Hanying Cho Zhijian Liu Kurt Keutzer 76 35 0 19 Dec 2023
Learned representation-guided diffusion models for large-image generation Alexandros Graikos Srikar Yellapragada Minh-Quan Le S. Kapse Prateek Prasanna Joel H. Saltz Dimitris Samaras DiffM 52 30 0 12 Dec 2023
DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting Demin Yu Xutao Li Yunming Ye Baoquan Zhang Chuyao Luo Kuai Dai Rui Wang Xunlai Chen 73 21 0 11 Dec 2023
Stable Diffusion For Aerial Object Detection Yanan Jian Fuxun Yu Simranjit Singh Dimitrios Stamoulis 72 8 0 21 Nov 2023
FedFusion: Manifold Driven Federated Learning for Multi-satellite and Multi-modality Fusion Daixun Li Weiying Xie Yunsong Li Leyuan Fang 59 19 0 16 Nov 2023
FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients Daixun Li Weiying Xie Zixuan Wang YiBing Lu Yunsong Li Leyuan Fang FedML DiffM 126 24 0 16 Nov 2023
Quantum Machine Learning for Remote Sensing: Exploring potential and challenges Mikolaj Czerkawski Lorenzo Papa B. L. Saux Irene Amerini 73 3 0 13 Nov 2023
SatDM: Synthesizing Realistic Satellite Image with Semantic Layout Conditioning using Diffusion Models Ethan Brewer Hamid Askarov Imran Ibrahimli Ismat Bakhishov N. Nabiyev DiffM 87 5 0 28 Sep 2023
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation Xingchao Liu Xiwen Zhang Jianzhu Ma Jian Peng Qiang Liu 148 219 0 12 Sep 2023
Diffusion Models for Interferometric Satellite Aperture Radar A. Tuel Thomas Kerdreux Claudia Hulbert B. Rouet-Leduc 43 2 0 31 Aug 2023
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images Xuechao Zou Keqin Li Junliang Xing Yu-an Zhang Shiying Wang Lei Jin Pin Tao DiffM 54 31 0 08 Aug 2023
Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion Models Weikang Yu Yonghao Xu Pedram Ghamisi 59 4 0 31 Jul 2023
Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification Jingyi Zhou Jiamu Sheng Jiayuan Fan Peng Ye Tongdi He Bin Wang Tao Chen DiffM 46 18 0 15 Jun 2023
Anomaly Detection in Satellite Videos using Diffusion Models Akash Awasthi S. Ly Jaer Nizam Samira Zare Videet Mehta Safwan Ahmed K. Shah R. Nemani S. Prasad Hien Nguyen 37 7 0 25 May 2023
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification Sitian Shen Zilin Zhu Linqian Fan Harry Zhang Xinxiao Wu DiffM 87 27 0 25 May 2023
DiffUCD:Unsupervised Hyperspectral Image Change Detection with Semantic Correlation Diffusion Model Xiangrong Zhang Shunli Tian Guanchun Wang Huiyu Zhou Licheng Jiao DiffM 72 6 0 21 May 2023
Single-View Height Estimation with Conditional Diffusion Probabilistic Models Isaac Corley Peyman Najafirad DiffM 38 1 0 26 Apr 2023
DreamPose: Fashion Image-to-Video Synthesis via Stable Diffusion J. Karras Aleksander Holynski Ting-Chun Wang Ira Kemelmacher-Shlizerman DiffM VGen 75 144 0 12 Apr 2023
SpectralDiff: A Generative Framework for Hyperspectral Image Classification with Diffusion Models Ning Chen Jun Yue Leyuan Fang Shaobo Xia DiffM 38 65 0 12 Apr 2023
Diffusion Models in NLP: A Survey Yuansong Zhu Yu Zhao DiffM VLM MedIm 61 23 0 14 Mar 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 148 4,113 1 10 Feb 2023
Diffusion Models for High-Resolution Solar Forecasts Yusuke Hatanaka Yannik Glaser Geoff Galgon G. Torri Peter Sadowski DiffM 130 19 0 01 Feb 2023
Fewer is More: Efficient Object Detection in Large Aerial Images Xingxing Xie Gong Cheng Qingyang Li Shicheng Miao Ke Li Junwei Han ObjD 67 70 0 26 Dec 2022
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 93 2,301 0 19 Dec 2022
Latent Diffusion for Language Generation Justin Lovelace Varsha Kishore Chao-gang Wan Eliot Shekhtman Kilian Q. Weinberger DiffM 94 79 0 19 Dec 2022
AI Security for Geoscience and Remote Sensing: Challenges and Future Trends Yonghao Xu Tao Bai Weikang Yu Shizhen Chang P. M. Atkinson Pedram Ghamisi AAML 61 47 0 19 Dec 2022
DiffusionDet: Diffusion Model for Object Detection Shoufa Chen Pei Sun Yibing Song Ping Luo 117 464 0 17 Nov 2022
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning Dongze Lian Daquan Zhou Jiashi Feng Xinchao Wang 81 259 0 17 Oct 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 184 3,449 0 16 Oct 2022
On Distillation of Guided Diffusion Models Chenlin Meng Robin Rombach Ruiqi Gao Diederik P. Kingma Stefano Ermon Jonathan Ho Tim Salimans VLM DiffM 73 521 0 06 Oct 2022
All are Worth Words: A ViT Backbone for Diffusion Models Fan Bao Shen Nie Kaiwen Xue Yue Cao Chongxuan Li Hang Su Jun Zhu VLM 124 361 0 25 Sep 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 193 3,898 0 26 Jul 2022
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs Jinguo Zhu Xizhou Zhu Wenhai Wang Xiaohua Wang Hongsheng Li Xiaogang Wang Jifeng Dai MoMe MoE 61 69 0 09 Jun 2022
SAR Despeckling using a Denoising Diffusion Probabilistic Model Malsha V. Perera Nithin Gopalakrishnan Nair W. G. C. Bandara Vishal M. Patel DiffM 23 49 0 09 Jun 2022
DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 211 1,449 0 02 Jun 2022
Torsional Diffusion for Molecular Conformer Generation Bowen Jing Gabriele Corso Jeffrey Chang Regina Barzilay Tommi Jaakkola DiffM BDL 91 272 0 01 Jun 2022
BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis Yichong Leng Zehua Chen Junliang Guo Haohe Liu Jiawei Chen ... Lei He Xiang-Yang Li Tao Qin Sheng Zhao Tie-Yan Liu DiffM 117 60 0 30 May 2022
BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models Bo Li Kaitao Xue Bin Liu Yunyu Lai DiffM 183 144 0 16 May 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 401 6,866 0 13 Apr 2022
Equivariant Diffusion for Molecule Generation in 3D Emiel Hoogeboom Victor Garcia Satorras Clément Vignac Max Welling DiffM 123 608 0 31 Mar 2022
Learning Fast Samplers for Diffusion Models by Differentiating Through Sample Quality Daniel Watson William Chan Jonathan Ho Mohammad Norouzi DiffM BDL 94 183 0 11 Feb 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 437 15,515 0 20 Dec 2021
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 347 3,605 0 20 Dec 2021
Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks Xizhou Zhu Jinguo Zhu Hao Li Xiaoshi Wu Xiaogang Wang Hongsheng Li Xiaohua Wang Jifeng Dai 104 133 0 02 Dec 2021
SegDiff: Image Segmentation with Diffusion Probabilistic Models Tomer Amit Tal Shaharbany Eliya Nachmani Lior Wolf DiffM 98 305 0 01 Dec 2021