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Main Authors:	Feldman, Paula, Sinnona, Martin, Delrieux, Claudio, Siless, Viviana, Iarussi, Emmanuel
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Machine Learning Image and Video Processing
Online Access:	https://arxiv.org/abs/2505.13318
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VesselVAE: Recursive Variational Autoencoders for 3D Blood Vessel Synthesis
by: Feldman, Paula, et al.
Published: (2023)

Do Large Language Models Understand Data Visualization Rules?
by: Sinnona, Martin, et al.
Published: (2026)

Do Large Language Models Understand Data Visualization Principles?
by: Sinnona, Martin, et al.
Published: (2026)

De-rendering, Reasoning, and Repairing Charts with Vision-Language Models
by: Bonas, Valentin, et al.
Published: (2026)

Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-Net
by: Zhang, Jiazhen, et al.
Published: (2025)

Leveraging Frequency Domain Learning in 3D Vessel Segmentation
by: Wang, Xinyuan, et al.
Published: (2024)

SWinMamba: Serpentine Window State Space Model for Vascular Segmentation
by: Zhao, Rongchang, et al.
Published: (2025)

Topology-Aware Loss for Aorta and Great Vessel Segmentation in Computed Tomography Images
by: Ozcelik, Seher, et al.
Published: (2023)

Centerline Boundary Dice Loss for Vascular Segmentation
by: Shi, Pengcheng, et al.
Published: (2024)

RSF-Conv: Rotation-and-Scale Equivariant Fourier Parameterized Convolution for Retinal Vessel Segmentation
by: Sun, Zihong, et al.
Published: (2023)

A General Bézier Tree Encoding Counterfactual Framework for Retinal-Vessel-Mediated Disease Analysis
by: Su, Tan, et al.
Published: (2026)

Condition Errors Refinement in Autoregressive Image Generation with Diffusion Loss
by: Zhou, Yucheng, et al.
Published: (2026)

Resource Constrained U-Net for Extraction of Retinal Vascular Trees
by: Kiselev, Georgiy
Published: (2024)

AutoRad-Lung: A Radiomic-Guided Prompting Autoregressive Vision-Language Model for Lung Nodule Malignancy Prediction
by: Khademi, Sadaf, et al.
Published: (2025)

The Geometry of Noise: Why Diffusion Models Don't Need Noise Conditioning
by: Sahraee-Ardakan, Mojtaba, et al.
Published: (2026)

VesselSDF: Distance Field Priors for Vascular Network Reconstruction
by: Esposito, Salvatore, et al.
Published: (2025)

A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation
by: Galati, Francesco, et al.
Published: (2023)

Enhancing Neural Autoregressive Distribution Estimators for Image Reconstruction
by: Emmett-Iwaniw, Ambrose, et al.
Published: (2025)

DVasMesh: Deep Structured Mesh Reconstruction from Vascular Images for Dynamics Modeling of Vessels
by: Jia, Dengqiang, et al.
Published: (2024)

Product of Gaussian Mixture Diffusion Model for non-linear MRI Inversion
by: Nagler, Laurenz, et al.
Published: (2025)

Applied Computer Vision on 2-Dimensional Lung X-Ray Images for Assisted Medical Diagnosis of Pneumonia
by: Ligueran, Ralph Joseph S. D., et al.
Published: (2022)

Multimodal AI on Wound Images and Clinical Notes for Home Patient Referral
by: Fard, Reza Saadati, et al.
Published: (2025)

DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space
by: Ning, Mang, et al.
Published: (2024)

Weight Space Correlation Analysis: Quantifying Feature Utilization in Deep Learning Models
by: Wong, Chun Kit, et al.
Published: (2025)

CardioComposer: Leveraging Differentiable Geometry for Compositional Control of Anatomical Diffusion Models
by: Kadry, Karim, et al.
Published: (2025)

DiCoM -- Diverse Concept Modeling towards Enhancing Generalizability in Chest X-Ray Studies
by: Parida, Abhijeet, et al.
Published: (2024)

ARCHE: Autoregressive Residual Compression with Hyperprior and Excitation
by: Iliopoulou, Sofia, et al.
Published: (2026)

PCA for Enhanced Cross-Dataset Generalizability in Breast Ultrasound Tumor Segmentation
by: Schmidt, Christian, et al.
Published: (2025)

Estimating Head Motion from MR-Images
by: Pollak, Clemens, et al.
Published: (2023)

LA-CaRe-CNN: Cascading Refinement CNN for Left Atrial Scar Segmentation
by: Thaler, Franz, et al.
Published: (2025)

Enhanced Low-Dose CT Image Reconstruction by Domain and Task Shifting Gaussian Denoisers
by: Selig, Tim, et al.
Published: (2024)

Multi-Source and Multi-Sequence Myocardial Pathology Segmentation Using a Cascading Refinement CNN
by: Thaler, Franz, et al.
Published: (2024)

GrInAdapt: Scaling Retinal Vessel Structural Map Segmentation Through Grounding, Integrating and Adapting Multi-device, Multi-site, and Multi-modal Fundus Domains
by: Liu, Zixuan, et al.
Published: (2025)

Image Classification Using a Diffusion Model as a Pre-Training Model
by: Ukita, Kosuke, et al.
Published: (2025)

Surgical Vision World Model
by: Koju, Saurabh, et al.
Published: (2025)

Quantifying the Limits of Segmentation Foundation Models: Modeling Challenges in Segmenting Tree-Like and Low-Contrast Objects
by: Zhang, Yixin, et al.
Published: (2024)

UDPM: Upsampling Diffusion Probabilistic Models
by: Abu-Hussein, Shady, et al.
Published: (2023)

Segment Anything Model for Medical Images?
by: Huang, Yuhao, et al.
Published: (2023)

Lossy Image Compression with Conditional Diffusion Models
by: Yang, Ruihan, et al.
Published: (2022)

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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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