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Bibliographic Details
Main Authors:	Weikai, Sun, Shijie, Song, Wenjie, Chi
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	https://arxiv.org/abs/2508.16089
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MFC-RFNet: A Multi-scale Guided Rectified Flow Network for Radar Sequence Prediction
by: Luo, Wenjie, et al.
Published: (2026)

Any Target Can be Offense: Adversarial Example Generation via Generalized Latent Infection
by: Sun, Youheng, et al.
Published: (2024)

TSNet:A Two-stage Network for Image Dehazing with Multi-scale Fusion and Adaptive Learning
by: Gong, Xiaolin, et al.
Published: (2024)

Adversarial Attack Against Images Classification based on Generative Adversarial Networks
by: Yang, Yahe
Published: (2024)

MsFIN: Multi-scale Feature Interaction Network for Traffic Accident Anticipation
by: Wu, Tongshuai, et al.
Published: (2025)

LLaVA-UHD v3: Progressive Visual Compression for Efficient Native-Resolution Encoding in MLLMs
by: Sun, Shichu, et al.
Published: (2025)

Adversarially Domain-adaptive Latent Diffusion for Unsupervised Semantic Segmentation
by: Yu, Jongmin, et al.
Published: (2024)

Residual Feature-Reutilization Inception Network for Image Classification
by: He, Yuanpeng, et al.
Published: (2024)

Cheating Stereo Matching in Full-scale: Physical Adversarial Attack against Binocular Depth Estimation in Autonomous Driving
by: Zhao, Kangqiao, et al.
Published: (2025)

Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches
by: Wu, Lingxuan, et al.
Published: (2024)

A Review on Domain Adaption and Generative Adversarial Networks(GANs)
by: Dhawan, Aashish, et al.
Published: (2025)

Progressive Gaussian Transformer with Anisotropy-aware Sampling for Open Vocabulary Occupancy Prediction
by: Yan, Chi, et al.
Published: (2025)

Generate Any Scene: Scene Graph Driven Data Synthesis for Visual Generation Training
by: Gao, Ziqi, et al.
Published: (2024)

Quaternion Generative Adversarial Neural Networks and Applications to Color Image Inpainting
by: Wang, Duan, et al.
Published: (2024)

Progressive Energy-Based Cooperative Learning for Multi-Domain Image-to-Image Translation
by: Song, Weinan, et al.
Published: (2023)

ORL-LDM: Offline Reinforcement Learning Guided Latent Diffusion Model Super-Resolution Reconstruction
by: Lyu, Shijie
Published: (2025)

Medical Video Generation for Disease Progression Simulation
by: Cao, Xu, et al.
Published: (2024)

Automated Road Distress Detection Using Vision Transformersand Generative Adversarial Networks
by: Rodriguez, Cesar Portocarrero, et al.
Published: (2025)

IGAN: Inferent and Generative Adversarial Networks
by: Vignaud, Luc
Published: (2021)

Text-To-Image with Generative Adversarial Networks
by: Momen-Tayefeh, Mehrshad
Published: (2024)

MPT: A Large-scale Multi-Phytoplankton Tracking Benchmark
by: Yu, Yang, et al.
Published: (2024)

Diffusion-Driven Deceptive Patches: Adversarial Manipulation and Forensic Detection in Facial Identity Verification
by: Sayyafzadeh, Shahrzad, et al.
Published: (2026)

BeHGAN: Bengali Handwritten Word Generation from Plain Text Using Generative Adversarial Networks
by: Islam, Md. Rakibul, et al.
Published: (2025)

VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos
by: Song, Tingyu, et al.
Published: (2025)

SDXL-Lightning: Progressive Adversarial Diffusion Distillation
by: Lin, Shanchuan, et al.
Published: (2024)

RTAT: A Robust Two-stage Association Tracker for Multi-Object Tracking
by: Guo, Song, et al.
Published: (2024)

DGGAN: Degradation Guided Generative Adversarial Network for Real-time Endoscopic Video Enhancement
by: Xu, Handing, et al.
Published: (2025)

Generative Adversarial Networks in Ultrasound Imaging: Extending Field of View Beyond Conventional Limits
by: Gazda, Matej, et al.
Published: (2024)

Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation
by: Kang, Xiaolu, et al.
Published: (2024)

EVC-MF: End-to-end Video Captioning Network with Multi-scale Features
by: Niu, Tian-Zi, et al.
Published: (2024)

BF-GAN: Development of an AI-driven Bubbly Flow Image Generation Model Using Generative Adversarial Networks
by: Zhou, Wen, et al.
Published: (2025)

Patch Progression Masked Autoencoder with Fusion CNN Network for Classifying Evolution Between Two Pairs of 2D OCT Slices
by: Zhang, Philippe, et al.
Published: (2025)

Free-Lunch Long Video Generation via Layer-Adaptive O.O.D Correction
by: Tian, Jiahao, et al.
Published: (2026)

Object Navigation with Structure-Semantic Reasoning-Based Multi-level Map and Multimodal Decision-Making LLM
by: Yan, Chongshang, et al.
Published: (2025)

SPDGAN: A Generative Adversarial Network based on SPD Manifold Learning for Automatic Image Colorization
by: Mourchid, Youssef, et al.
Published: (2023)

Block Induced Signature Generative Adversarial Network (BISGAN): Signature Spoofing Using GANs and Their Evaluation
by: Amjad, Haadia, et al.
Published: (2024)

Iterative Feedback Network for Unsupervised Point Cloud Registration
by: Xie, Yifan, et al.
Published: (2024)

Learning Progressive Adaptation for Multi-Modal Tracking
by: Wang, He, et al.
Published: (2026)

Regulating Anatomy-Aware Rewards via Trajectory-Integral Feedback for Volumetric Computed Tomography Analysis
by: Lin, Tianwei, et al.
Published: (2026)

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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