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Main Authors:	Afrabandpey, Homayun, Tavakoli, Hamed Rezazadegan
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Multimedia I.2.6
Online Access:	https://arxiv.org/abs/2506.22871
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Step-Aware Residual-Guided Diffusion for EEG Spatial Super-Resolution
by: Liu, Hongjun, et al.
Published: (2025)

ChordSync: Conformer-Based Alignment of Chord Annotations to Music Audio
by: Poltronieri, Andrea, et al.
Published: (2024)

Video QoE Metrics from Encrypted Traffic: Application-agnostic Methodology
by: Berger, Tamir, et al.
Published: (2025)

Adaptable Symbolic Music Infilling with MIDI-RWKV
by: Zhou-Zheng, Christian, et al.
Published: (2025)

CoxSE: Exploring the Potential of Self-Explaining Neural Networks with Cox Proportional Hazards Model for Survival Analysis
by: Alabdallah, Abdallah, et al.
Published: (2024)

Fusing Rewards and Preferences in Reinforcement Learning
by: Khorasani, Sadegh, et al.
Published: (2025)

Neighbor-aware Instance Refining with Noisy Labels for Cross-Modal Retrieval
by: Liu, Yizhi, et al.
Published: (2025)

Listen to the Unexpected: Self-Supervised Surprise Detection for Efficient Viewport Prediction
by: Khah, Arman Nik, et al.
Published: (2026)

DCER: Dual-Stage Compression and Energy-Based Reconstruction
by: Wang, Yiwen, et al.
Published: (2026)

Adaptive Latent-Space Constraints in Personalized Federated Learning
by: Ayromlou, Sana, et al.
Published: (2025)

Goal-Based Vision-Language Driving
by: Patapati, Santosh, et al.
Published: (2025)

Genflow Ad Studio: A Compound AI Architecture for Brand-Aligned, Self-Correcting Video Generation
by: Das, Debanshu, et al.
Published: (2026)

AG-REPA: Causal Layer Selection for Representation Alignment in Audio Flow Matching
by: Zhang, Pengfei, et al.
Published: (2026)

Deep Memory Search: A Metaheuristic Approach for Optimizing Heuristic Search
by: Hedar, Abdel-Rahman, et al.
Published: (2024)

Motion Attribution for Video Generation
by: Wu, Xindi, et al.
Published: (2026)

Pruning Spurious Subgraphs for Graph Out-of-Distribution Generalization
by: Yao, Tianjun, et al.
Published: (2025)

Convergence of Distributionally Robust Q-Learning with Linear Function Approximation
by: Mandal, Saptarshi, et al.
Published: (2025)

Quantization Undoes Alignment: Bias Emergence in Compressed LLMs Across Models and Precision Levels
by: Rath, Plawan Kumar, et al.
Published: (2026)

Distributional Reinforcement Learning for Condition-Based Maintenance of Multi-Pump Equipment
by: Yasuno, Takato
Published: (2026)

AI and Machine Learning Approaches for Predicting Nanoparticles Toxicity The Critical Role of Physiochemical Properties
by: Yousaf, Iqra
Published: (2024)

2Mamba2Furious: Linear in Complexity, Competitive in Accuracy
by: Mongaras, Gabriel, et al.
Published: (2026)

Energy and Memory-Efficient Federated Learning With Ordered Layer Freezing
by: Niu, Ziru, et al.
Published: (2025)

ES-C51: Expected Sarsa Based C51 Distributional Reinforcement Learning Algorithm
by: Tandon, Rijul, et al.
Published: (2025)

FLrce: Resource-Efficient Federated Learning with Early-Stopping Strategy
by: Niu, Ziru, et al.
Published: (2023)

SQARL: A Size-Agnostic Reinforcement Learning approach for Circuit Allocation in Distributed Quantum Architectures
by: Carballo, Víctor, et al.
Published: (2026)

Rethinking Masking Strategies for Masked Prediction-based Audio Self-supervised Learning
by: Niizumi, Daisuke, et al.
Published: (2026)

FluidWorld: Reaction-Diffusion Dynamics as a Predictive Substrate for World Models
by: Polly, Fabien
Published: (2026)

ACE: Exploring Activation Cosine Similarity and Variance for Accurate and Calibration-Efficient LLM Pruning
by: Mi, Zhendong, et al.
Published: (2025)

Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search
by: Zawalski, Michał, et al.
Published: (2022)

Why LoRA Resists Label Noise: A Theoretical Framework for Noise-Robust Parameter-Efficient Fine-Tuning
by: Steele, Brady
Published: (2026)

Interestingness as an Inductive Heuristic for Future Compression Progress
by: Herrmann, Vincent, et al.
Published: (2026)

Newtonian and Lagrangian Neural Networks: A Comparison Towards Efficient Inverse Dynamics Identification
by: Trinh, Minh, et al.
Published: (2025)

Scaling Laws for Neural Material Models
by: Trikha, Akshay, et al.
Published: (2025)

Downsized and Compromised?: Assessing the Faithfulness of Model Compression
by: Kamal, Moumita, et al.
Published: (2025)

Seasoning Generative Models for a Generalization Aftertaste
by: Husain, Hisham, et al.
Published: (2026)

Large Language Models as Attribution Regularizers for Efficient Model Training
by: Vukadin, Davor, et al.
Published: (2025)

Explanations Based on Item Response Theory (eXirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust Perspective
by: Ribeiro, José, et al.
Published: (2022)

Measuring IIA Violations in Similarity Choices with Bayesian Models
by: Corrêa, Hugo Sales, et al.
Published: (2025)

Tempered Calculus for ML: Application to Hyperbolic Model Embedding
by: Nock, Richard, 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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