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Bibliographic Details
Main Authors:	Mouli, Surej, Palaniappan, Ramaswamy
Format:	Preprint
Published:	2025
Subjects:	Signal Processing Computer Vision and Pattern Recognition Software Engineering
Online Access:	https://arxiv.org/abs/2508.02359
Tags:	Add Tag No Tags, Be the first to tag this record!

In-Ear Electrode EEG for Practical SSVEP BCI
by: Mouli, Surej, et al.
Published: (2025)

Investigating the Cognitive Response of Brake Lights in Initiating Braking Action Using EEG
by: Palaniappan, Ramaswamy, et al.
Published: (2025)

Image complexity based fMRI-BOLD visual network categorization across visual datasets using topological descriptors and deep-hybrid learning
by: Bhattacharya, Debanjali, et al.
Published: (2023)

Diffusion-based Unsupervised Audio-visual Speech Enhancement
by: Ayilo, Jean-Eudes, et al.
Published: (2024)

SAM & SAM 2 in 3D Slicer: SegmentWithSAM Extension for Annotating Medical Images
by: Yildiz, Zafer, et al.
Published: (2024)

Evaluation of gNB Monostatic Sensing for UAV Use Case
by: Blandino, Steve, et al.
Published: (2026)

Twenty-five years of J-DSP Online Labs for Signal Processing Classes and Workforce Development Programs
by: Spanias, Andreas
Published: (2026)

VideoGameBunny: Towards vision assistants for video games
by: Taesiri, Mohammad Reza, et al.
Published: (2024)

ITKIT: Feasible CT Image Analysis based on SimpleITK and MMEngine
by: Zhang, Yiqin, et al.
Published: (2026)

Analysis of Functional Insufficiencies and Triggering Conditions to Improve the SOTIF of an MPC-based Trajectory Planner
by: Conrad, Mirko, et al.
Published: (2024)

A Highly Efficient Diversity-based Input Selection for DNN Improvement Using VLMs
by: Abbasishahkoo, Amin, et al.
Published: (2026)

Organizational Security Resource Estimation via Vulnerability Queueing
by: Etcibasi, Abdullah Y., et al.
Published: (2026)

The Machine Vision Iceberg Explained: Advancing Dynamic Testing by Considering Holistic Environmental Relations
by: Padusinski, Hubert, et al.
Published: (2024)

Towards Assessing Deep Learning Test Input Generators
by: Mzoughi, Seif, et al.
Published: (2025)

Towards Task-Compatible Compressible Representations
by: de Andrade, Anderson, et al.
Published: (2024)

Toward Data-Driven STAP Radar
by: Venkatasubramanian, Shyam, et al.
Published: (2022)

Trimming the Risk: Towards Reliable Continuous Training for Deep Learning Inspection Systems
by: Abbassi, Altaf Allah, et al.
Published: (2024)

SWAN -- Enabling Fast and Mobile Histopathology Image Annotation through Swipeable Interfaces
by: Banerjee, Sweta, et al.
Published: (2025)

DD-CAM: Minimal Sufficient Explanations for Vision Models Using Delta Debugging
by: Khadka, Krishna, et al.
Published: (2026)

Foundation Models in Remote Sensing: Evolving from Unimodality to Multimodality
by: Hong, Danfeng, et al.
Published: (2026)

Technical Report for Argoverse2 Scenario Mining Challenges on Iterative Error Correction and Spatially-Aware Prompting
by: Chen, Yifei, et al.
Published: (2025)

Cross-Breed Pig Identification Using Auricular Vein Pattern Recognition: A Machine Learning Approach for Small-Scale Farming Applications
by: Nsengiyumvaa, Emmanuel, et al.
Published: (2025)

CUARewardBench: A Benchmark for Evaluating Reward Models on Computer-using Agent
by: Lin, Haojia, et al.
Published: (2025)

Can Vision-Language Models Handle Long-Context Code? An Empirical Study on Visual Compression
by: Zhong, Jianping, et al.
Published: (2026)

How Far Can VLMs Go for Visual Bug Detection? Studying 19,738 Keyframes from 41 Hours of Gameplay Videos
by: Lu, Wentao, et al.
Published: (2026)

Natural Adversaries: Fuzzing Autonomous Vehicles with Realistic Roadside Object Placements
by: Sun, Yang, et al.
Published: (2024)

Earth Embeddings as Products: Taxonomy, Ecosystem, and Standardized Access
by: Fang, Heng, et al.
Published: (2026)

Interpretable Gallbladder Ultrasound Diagnosis: A Lightweight Web-Mobile Software Platform with Real-Time XAI
by: Bhoyan, Fuyad Hasan, et al.
Published: (2025)

GUing: A Mobile GUI Search Engine using a Vision-Language Model
by: Wei, Jialiang, et al.
Published: (2024)

What to Test Next: Interpretable Coverage Gap Discovery in Driving VLMs
by: Aich, Abhishek, et al.
Published: (2026)

ROMAN: Reward-Orchestrated Multi-Head Attention Network for Autonomous Driving System Testing
by: Chi, Jianlei, et al.
Published: (2026)

Effort-Optimized, Accuracy-Driven Labelling and Validation of Test Inputs for DL Systems: A Mixed-Integer Linear Programming Approach
by: Amini, Mohammad Hossein, et al.
Published: (2025)

Ear-Keeper: A Cross-Platform AI System for Rapid and Accurate Ear Disease Diagnosis
by: Lu, Feiyan, et al.
Published: (2023)

ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents
by: Meng, Fanqing, et al.
Published: (2026)

Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems
by: Lambertenghi, Stefano Carlo, et al.
Published: (2025)

Do Existing Testing Tools Really Uncover Gender Bias in Text-to-Image Models?
by: Lyu, Yunbo, et al.
Published: (2025)

Evaluating and Enhancing Segmentation Model Robustness with Metamorphic Testing
by: Mzoughi, Seif, et al.
Published: (2025)

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems
by: Lu, You, et al.
Published: (2025)

VEglue: Testing Visual Entailment Systems via Object-Aligned Joint Erasing
by: Chang, Zhiyuan, 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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