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Bibliographic Details
Main Authors:	Li, Junzhou, Zhao, Manqi, Gao, Yilin, Yu, Zhiheng, Li, Yin, Jiang, Dongsheng, Xiao, Li
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2602.05262
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Visual Bridge: Universal Visual Perception Representations Generating
by: Gao, Yilin, et al.
Published: (2025)

Efficient Single Image Super-Resolution with Entropy Attention and Receptive Field Augmentation
by: Zhao, Xiaole, et al.
Published: (2024)

Masked Autoencoders are Robust Data Augmentors
by: Xu, Haohang, et al.
Published: (2022)

RFAConv: Receptive-Field Attention Convolution for Improving Convolutional Neural Networks
by: Zhang, Xin, et al.
Published: (2023)

SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation
by: Jiang, Junjie, et al.
Published: (2025)

GLGait: A Global-Local Temporal Receptive Field Network for Gait Recognition in the Wild
by: Peng, Guozhen, et al.
Published: (2024)

DiffPhysBA: Diffusion-based Physical Backdoor Attack against Person Re-Identification in Real-World
by: Sun, Wenli, et al.
Published: (2024)

Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification
by: Wu, Xiao, et al.
Published: (2025)

YOLO-TS: Real-Time Traffic Sign Detection with Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion
by: Chen, Junzhou, et al.
Published: (2024)

UCAN: Unified Convolutional Attention Network for Expansive Receptive Fields in Lightweight Super-Resolution
by: Tan, Cao Thien, et al.
Published: (2026)

ARFA: An Asymmetric Receptive Field Autoencoder Model for Spatiotemporal Prediction
by: Zhang, Wenxuan, et al.
Published: (2023)

TerraGen: A Unified Multi-Task Layout Generation Framework for Remote Sensing Data Augmentation
by: Tang, Datao, et al.
Published: (2025)

FwNet-ECA: A Classification Model Enhancing Window Attention with Global Receptive Fields via Fourier Filtering Operations
by: Mian, Shengtian, et al.
Published: (2025)

SAGA: Selective Adaptive Gating for Efficient and Expressive Linear Attention
by: Cao, Yuan, et al.
Published: (2025)

DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention
by: Zhu, Lianghui, et al.
Published: (2024)

PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models
by: Zhao, Tianchen, et al.
Published: (2025)

3D Wavelet Convolutions with Extended Receptive Fields for Hyperspectral Image Classification
by: Li, Guandong, et al.
Published: (2025)

BA-Net: Bridge Attention in Deep Neural Networks
by: Zhang, Ronghui, et al.
Published: (2024)

An Efficient Aerial Image Detection with Variable Receptive Fields
by: Wenbin, Liu
Published: (2025)

HyFusion: Enhanced Reception Field Transformer for Hyperspectral Image Fusion
by: Lee, Chia-Ming, et al.
Published: (2025)

Efficient Pyramid Channel Attention Network for Pathological Myopia Recognition
by: Zhang, Xiaoqing, et al.
Published: (2023)

StripRFNet: A Strip Receptive Field and Shape-Aware Network for Road Damage Detection
by: Lin, Jianhan, et al.
Published: (2025)

ARFC-WAHNet: Adaptive Receptive Field Convolution and Wavelet-Attentive Hierarchical Network for Infrared Small Target Detection
by: Cui, Xingye, et al.
Published: (2025)

GateAttentionPose: Enhancing Pose Estimation with Agent Attention and Improved Gated Convolutions
by: Feng, Liang, et al.
Published: (2024)

Efficiently Expanding Receptive Fields: Local Split Attention and Parallel Aggregation for Enhanced Large-scale Point Cloud Semantic Segmentation
by: Wang, Haodong, et al.
Published: (2024)

Restricted Receptive Fields for Face Verification
by: Ozturk, Kagan, et al.
Published: (2025)

Wavelet Convolutions for Large Receptive Fields
by: Finder, Shahaf E., et al.
Published: (2024)

Perspective+ Unet: Enhancing Segmentation with Bi-Path Fusion and Efficient Non-Local Attention for Superior Receptive Fields
by: Hu, Jintong, et al.
Published: (2024)

Beyond Weight Adaptation: Feature-Space Domain Injection for Cross-Modal Ship Re-Identification
by: Xian, Tingfeng, et al.
Published: (2025)

Leveraging Gait Patterns as Biomarkers: An attention-guided Deep Multiple Instance Learning Network for Scoliosis Classification
by: Li, Haiqing, et al.
Published: (2025)

Boosting Open-Domain Continual Learning via Leveraging Intra-domain Category-aware Prototype
by: Lu, Yadong, et al.
Published: (2024)

ScatterFormer: Efficient Voxel Transformer with Scattered Linear Attention
by: He, Chenhang, et al.
Published: (2024)

ReTrack: Evidence-Driven Dual-Stream Directional Anchor Calibration Network for Composed Video Retrieval
by: Li, Zixu, et al.
Published: (2026)

MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation
by: Jiang, Yufeng, et al.
Published: (2024)

Physics-Inspired Modeling and Content Adaptive Routing in an Infrared Gas Leak Detection Network
by: Li, Dongsheng, et al.
Published: (2025)

LLIC: Large Receptive Field Transform Coding with Adaptive Weights for Learned Image Compression
by: Jiang, Wei, et al.
Published: (2023)

Gated Condition Injection without Multimodal Attention: Towards Controllable Linear-Attention Transformers
by: Liu, Yuhe, et al.
Published: (2026)

SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion Networks
by: Erisen, Serdar
Published: (2024)

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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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