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Bibliographic Details
Main Authors:	Ye, Chengwei, Zhang, Huanzhen, Lin, Yufei, Wang, Kangsheng, Xu, Linuo, Liu, Shuyan
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	https://arxiv.org/abs/2505.05520
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GAME: Learning Multimodal Interactions via Graph Structures for Personality Trait Estimation
by: Wang, Kangsheng, et al.
Published: (2025)

CCL: Collaborative Curriculum Learning for Sparse-Reward Multi-Agent Reinforcement Learning via Co-evolutionary Task Evolution
by: Lin, Yufei, et al.
Published: (2025)

MNet-SAt: A Multiscale Network with Spatial-enhanced Attention for Segmentation of Polyps in Colonoscopy
by: Raghaw, Chandravardhan Singh, et al.
Published: (2024)

3D Graph Attention Networks for High Fidelity Pediatric Glioma Segmentation
by: Thangaraj, Harish, et al.
Published: (2024)

Revolutionizing Glioma Segmentation & Grading Using 3D MRI - Guided Hybrid Deep Learning Models
by: V, Pandiyaraju, et al.
Published: (2025)

Revisiting 360 Depth Estimation with PanoGabor: A New Fusion Perspective
by: Shen, Zhijie, et al.
Published: (2024)

ColorMNet: A Memory-based Deep Spatial-Temporal Feature Propagation Network for Video Colorization
by: Yang, Yixin, et al.
Published: (2024)

AdaGaR: Adaptive Gabor Representation for Dynamic Scene Reconstruction
by: Chan, Jiewen, et al.
Published: (2026)

Resource-Efficient Glioma Segmentation on Sub-Saharan MRI
by: Sidume, Freedmore, et al.
Published: (2025)

ReFRM3D: A Radiomics-enhanced Fused Residual Multiparametric 3D Network with Multi-Scale Feature Fusion for Glioma Characterization
by: Rahman, Md. Abdur, et al.
Published: (2025)

Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models
by: Shen, Xuelin, et al.
Published: (2025)

Pre- and Post-Treatment Glioma Segmentation with the Medical Imaging Segmentation Toolkit
by: Celaya, Adrian, et al.
Published: (2025)

LESS: Label-Efficient and Single-Stage Referring 3D Segmentation
by: Liu, Xuexun, et al.
Published: (2024)

Efficient Event-Based Semantic Segmentation via Exploiting Frame-Event Fusion: A Hybrid Neural Network Approach
by: Li, Hebei, et al.
Published: (2025)

EPMF: Efficient Perception-aware Multi-sensor Fusion for 3D Semantic Segmentation
by: Tan, Mingkui, et al.
Published: (2021)

Gabor-guided transformer for single image deraining
by: He, Sijin, et al.
Published: (2024)

3DGabSplat: 3D Gabor Splatting for Frequency-adaptive Radiance Field Rendering
by: Zhou, Junyu, et al.
Published: (2025)

DCFFSNet: Deep Connectivity Feature Fusion Separation Network for Medical Image Segmentation
by: Zhang, Mingda, et al.
Published: (2025)

S2MNet: Speckle-To-Mesh Net for Three-Dimensional Cardiac Morphology Reconstruction via Echocardiogram
by: Gong, Xilin, et al.
Published: (2025)

A Hybrid Mamba-SAM Architecture for Efficient 3D Medical Image Segmentation
by: Shahraki, Mohammadreza Gholipour, et al.
Published: (2026)

EGG-Fusion: Efficient 3D Reconstruction with Geometry-aware Gaussian Surfel on the Fly
by: Pan, Xiaokun, et al.
Published: (2025)

Neural Gabor Splatting: Enhanced Gaussian Splatting with Neural Gabor for High-frequency Surface Reconstruction
by: Watanabe, Haato, et al.
Published: (2026)

The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI
by: de Verdier, Maria Correia, et al.
Published: (2024)

UniFunc3D: Unified Active Spatial-Temporal Grounding for 3D Functionality Segmentation
by: Lin, Jiaying, et al.
Published: (2026)

An Effective UNet Using Feature Interaction and Fusion for Organ Segmentation in Medical Image
by: Gou, Xiaolin, et al.
Published: (2024)

Glioma Classification using Multi-sequence MRI and Novel Wavelets-based Feature Fusion
by: Janardhan, Kiranmayee, et al.
Published: (2025)

E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
by: Wu, Boqian, et al.
Published: (2023)

EfficientMIL: Efficient Linear-Complexity MIL Method for WSI Classification
by: She, Chengying, et al.
Published: (2025)

Johnson-Lindenstrauss Lemma Guided Network for Efficient 3D Medical Segmentation
by: Lu, Jinpeng, et al.
Published: (2025)

Unified Start, Personalized End: Progressive Pruning for Efficient 3D Medical Image Segmentation
by: Li, Linhao, et al.
Published: (2025)

Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation
by: Spoecklberger, Johannes, et al.
Published: (2025)

Few-Shot 3D Volumetric Segmentation with Multi-Surrogate Fusion
by: Zheng, Meng, et al.
Published: (2024)

DualSplat: Robust 3D Gaussian Splatting via Pseudo-Mask Bootstrapping from Reconstruction Failures
by: Wang, Xu, et al.
Published: (2026)

AdaptiveFusion: Adaptive Multi-Modal Multi-View Fusion for 3D Human Body Reconstruction
by: Chen, Anjun, et al.
Published: (2024)

Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network
by: Qiu, Yangyang, et al.
Published: (2024)

Uplifting Range-View-based 3D Semantic Segmentation in Real-Time with Multi-Sensor Fusion
by: Tan, Shiqi, et al.
Published: (2024)

Geometrical Cross-Attention and Nonvoid Voxelization for Efficient 3D Medical Image Segmentation
by: Yuan, Chenxin, et al.
Published: (2026)

Hybrid Mamba for Few-Shot Segmentation
by: Xu, Qianxiong, et al.
Published: (2024)

FViT: A Focal Vision Transformer with Gabor Filter
by: Shi, Yulong, et al.
Published: (2024)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// 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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