Imagen de Portada

Quantitative Comparison of Fine-Tuning Techniques for Pretrained Latent Diffusion Models in the Generation of Unseen SAR Images

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Debuysère, Solène, Trouvé, Nicolas, Letheule, Nathan, Lévêque, Olivier, Colin, Elise
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

From Spaceborne to Airborne: SAR Image Synthesis Using Foundation Models for Multi-Scale Adaptation
por: Debuysere, Solene, et al.
Publicado: (2025)

Multi-view 3D surface reconstruction from SAR images by inverse rendering
por: Barbier--Renard, Emile, et al.
Publicado: (2025)

Membership Inference Attacks for Face Images Against Fine-Tuned Latent Diffusion Models
por: Holme, Lauritz Christian, et al.
Publicado: (2025)

Fine Tuning Text-to-Image Diffusion Models for Correcting Anomalous Images
por: Yoo, Hyunwoo
Publicado: (2024)

Fine-Tuning Text-To-Image Diffusion Models for Class-Wise Spurious Feature Generation
por: MaungMaung, AprilPyone, et al.
Publicado: (2024)

Beyond Fine-Tuning: A Systematic Study of Sampling Techniques in Personalized Image Generation
por: Soboleva, Vera, et al.
Publicado: (2025)

RepLDM: Reprogramming Pretrained Latent Diffusion Models for High-Quality, High-Efficiency, High-Resolution Image Generation
por: Cao, Boyuan, et al.
Publicado: (2024)

Fine-Tuning Stable Diffusion XL for Stylistic Icon Generation: A Comparison of Caption Size
por: Sultan, Youssef, et al.
Publicado: (2024)

SonicDiffusion: Audio-Driven Image Generation and Editing with Pretrained Diffusion Models
por: Biner, Burak Can, et al.
Publicado: (2024)

Are Pretrained Image Matchers Good Enough for SAR-Optical Satellite Registration?
por: Corley, Isaac, et al.
Publicado: (2026)

GeoDiff-SAR: A Geometric Prior Guided Diffusion Model for SAR Image Generation
por: Zhang, Fan, et al.
Publicado: (2026)

EditCrafter: Tuning-free High-Resolution Image Editing via Pretrained Diffusion Model
por: Kim, Kunho, et al.
Publicado: (2026)

DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data
por: Zhu, Jingyuan, et al.
Publicado: (2023)

Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think
por: Garcia, Gonzalo Martin, et al.
Publicado: (2024)

Tuning-Free Image Editing with Fidelity and Editability via Unified Latent Diffusion Model
por: Mao, Qi, et al.
Publicado: (2025)

Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation
por: Yuan, Huizhuo, et al.
Publicado: (2024)

SAR-to-RGB Translation with Latent Diffusion for Earth Observation
por: Aydin, Kaan, et al.
Publicado: (2025)

SAR Image Synthesis with Diffusion Models
por: Qosja, Denisa, et al.
Publicado: (2024)

On the Status of Foundation Models for SAR Imagery
por: Inkawhich, Nathan
Publicado: (2025)

Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis
por: Lu, Yanzuo, et al.
Publicado: (2024)

Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models
por: Phunyaphibarn, Prin, et al.
Publicado: (2025)

Detecting Dataset Abuse in Fine-Tuning Stable Diffusion Models for Text-to-Image Synthesis
por: Wang, Songrui, et al.
Publicado: (2024)

C-DiffSET: Leveraging Latent Diffusion for SAR-to-EO Image Translation with Confidence-Guided Reliable Object Generation
por: Do, Jeonghyeok, et al.
Publicado: (2024)

Parameter-Efficient Fine-Tuning of Large Pretrained Models for Instance Segmentation Tasks
por: Baker, Nermeen Abou, et al.
Publicado: (2026)

Confounder-Aware Medical Data Selection for Fine-Tuning Pretrained Vision Models
por: Ji, Anyang, et al.
Publicado: (2025)

FineDiffusion: Scaling up Diffusion Models for Fine-grained Image Generation with 10,000 Classes
por: Pan, Ziying, et al.
Publicado: (2024)

EasyTune: Efficient Step-Aware Fine-Tuning for Diffusion-Based Motion Generation
por: Tan, Xiaofeng, et al.
Publicado: (2026)

Ultrasound Image Generation using Latent Diffusion Models
por: Freiche, Benoit, et al.
Publicado: (2025)

Text-to-CT Generation via 3D Latent Diffusion Model with Contrastive Vision-Language Pretraining
por: Molino, Daniele, et al.
Publicado: (2025)

A Visual Question Answering Method for SAR Ship: Breaking the Requirement for Multimodal Dataset Construction and Model Fine-Tuning
por: Wang, Fei, et al.
Publicado: (2024)

Attention-driven GUI Grounding: Leveraging Pretrained Multimodal Large Language Models without Fine-Tuning
por: Xu, Hai-Ming, et al.
Publicado: (2024)

SAIL: Self-supervised Albedo Estimation from Real Images with a Latent Diffusion Model
por: Djeghim, Hala, et al.
Publicado: (2025)

Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation
por: Li, Xinjie, et al.
Publicado: (2024)

FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model
por: Cao, Yukang, et al.
Publicado: (2025)

Generative Video Diffusion for Unseen Novel Semantic Video Moment Retrieval
por: Luo, Dezhao, et al.
Publicado: (2024)

SAR to Optical Image Translation with Color Supervised Diffusion Model
por: Bai, Xinyu, et al.
Publicado: (2024)

Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models
por: Jeong, Jinho, et al.
Publicado: (2025)

Learning to Generate Parameters of ConvNets for Unseen Image Data
por: Wang, Shiye, et al.
Publicado: (2023)

Towards Photonic Band Diagram Generation with Transformer-Latent Diffusion Models
por: Delchevalerie, Valentin, et al.
Publicado: (2025)

Latent Action Pretraining Through World Modeling
por: Tharwat, Bahey, et al.
Publicado: (2025)