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Main Authors:	Vinholi, João Gabriel, Chini, Marco, Amziane, Anis, Machado, Renato, Silva, Danilo, Matgen, Patrick
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	https://arxiv.org/abs/2404.11243
Tags:	Add Tag No Tags, Be the first to tag this record!

Urban Flood Mapping Using Satellite Synthetic Aperture Radar Data: A Review of Characteristics, Approaches and Datasets
by: Zhao, Jie, et al.
Published: (2024)

Adaptive federated learning for ship detection across diverse satellite imagery sources
by: La, Tran-Vu, et al.
Published: (2025)

Insight Into the Collocation of Multi-Source Satellite Imagery for Multi-Scale Vessel Detection
by: La, Tran-Vu, et al.
Published: (2024)

Metadata, Wavelet, and Time Aware Diffusion Models for Satellite Image Super Resolution
by: Sigillo, Luigi, et al.
Published: (2025)

Early Flood Warning Using Satellite-Derived Convective System and Precipitation Data -- A Retrospective Case Study of Central Vietnam
by: La, Tran-Vu, et al.
Published: (2024)

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

A Diffusion Model Translator for Efficient Image-to-Image Translation
by: Xia, Mengfei, et al.
Published: (2025)

Accelerating Diffusion for SAR-to-Optical Image Translation via Adversarial Consistency Distillation
by: Bai, Xinyu, et al.
Published: (2024)

Diffusion Model Compression for Image-to-Image Translation
by: Kim, Geonung, et al.
Published: (2024)

Large Language Models for Captioning and Retrieving Remote Sensing Images
by: Silva, João Daniel, et al.
Published: (2024)

Image Translation as Diffusion Visual Programmers
by: Han, Cheng, et al.
Published: (2024)

Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach
by: Singh, Inder Pal, et al.
Published: (2025)

AnyTrans: Translate AnyText in the Image with Large Scale Models
by: Qian, Zhipeng, et al.
Published: (2024)

FBSDiff++: Improved Frequency Band Substitution of Diffusion Features for Efficient and Highly Controllable Text-Driven Image-to-Image Translation
by: Gao, Xiang, et al.
Published: (2026)

Conditional Brownian Bridge Diffusion Model for VHR SAR to Optical Image Translation
by: Kim, Seon-Hoon, et al.
Published: (2024)

Amber-Image: Efficient Compression of Large-Scale Diffusion Transformers
by: Yang, Chaojie, et al.
Published: (2026)

Multi-Attribute guided Thermal Face Image Translation based on Latent Diffusion Model
by: Cai, Mingshu, et al.
Published: (2025)

BigEarthNet.txt: A Large-Scale Multi-Sensor Image-Text Dataset and Benchmark for Earth Observation
by: Herzog, Johann-Ludwig, et al.
Published: (2026)

Unpaired Object-Level SAR-to-Optical Image Translation for Aircraft with Keypoints-Guided Diffusion Models
by: You, Ruixi, et al.
Published: (2025)

Image-to-Image Translation with Diffusion Transformers and CLIP-Based Image Conditioning
by: Zhu, Qiang, et al.
Published: (2025)

An Effective Weight Initialization Method for Deep Learning: Application to Satellite Image Classification
by: Boulila, Wadii, et al.
Published: (2024)

Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation
by: Zhou, Yinchi, et al.
Published: (2024)

Wuerstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models
by: Pernias, Pablo, et al.
Published: (2023)

A Multi-domain Image Translative Diffusion StyleGAN for Iris Presentation Attack Detection
by: Yadav, Shivangi, et al.
Published: (2025)

Seed-to-Seed: Image Translation in Diffusion Seed Space
by: Greenberg, Or, et al.
Published: (2024)

MIT-10M: A Large Scale Parallel Corpus of Multilingual Image Translation
by: Li, Bo, et al.
Published: (2024)

MultiMAE Meets Earth Observation: Pre-training Multi-modal Multi-task Masked Autoencoders for Earth Observation Tasks
by: Sosa, Jose, et al.
Published: (2025)

Soft Dice Confidence: A Near-Optimal Confidence Estimator for Selective Prediction in Semantic Segmentation
by: Borges, Bruno Laboissiere Camargos, et al.
Published: (2024)

Dual-Stage Global and Local Feature Framework for Image Dehazing
by: Ali, Anas M., et al.
Published: (2025)

GalaxyEdit: Large-Scale Image Editing Dataset with Enhanced Diffusion Adapter
by: Bala, Aniruddha, et al.
Published: (2024)

Unpaired Image-to-Image Translation for Segmentation and Signal Unmixing
by: Andrejic, Nikola, et al.
Published: (2025)

Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator
by: Shin, Chaehun, et al.
Published: (2024)

Self-Diffusion Driven Blind Imaging
by: Yang, Yanlong, et al.
Published: (2025)

Frequency-Controlled Diffusion Model for Versatile Text-Guided Image-to-Image Translation
by: Gao, Xiang, et al.
Published: (2024)

Diffusion-Based Image-to-Image Translation by Noise Correction via Prompt Interpolation
by: Lee, Junsung, et al.
Published: (2024)

Diffusion Bridge Models for 3D Medical Image Translation
by: Zhang, Shaorong, et al.
Published: (2025)

Plasticine: A Traceable Diffusion Model for Medical Image Translation
by: Zhang, Tianyang, et al.
Published: (2025)

P-MSDiff: Parallel Multi-Scale Diffusion for Remote Sensing Image Segmentation
by: Zhang, Qi, et al.
Published: (2024)

Streamlined Global and Local Features Combinator (SGLC) for High Resolution Image Dehazing
by: Benjdira, Bilel, et al.
Published: (2023)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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