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Main Authors:	Geigle, Gregor, Jain, Abhay, Timofte, Radu, Glavaš, Goran
Format:	Preprint
Published:	2023
Subjects:	Computer Vision and Pattern Recognition Computation and Language
Online Access:	https://arxiv.org/abs/2307.06930
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Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models?
by: Geigle, Gregor, et al.
Published: (2024)

African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification
by: Geigle, Gregor, et al.
Published: (2024)

Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model
by: Geigle, Gregor, et al.
Published: (2025)

InstructIR: High-Quality Image Restoration Following Human Instructions
by: Conde, Marcos V., et al.
Published: (2024)

VIST-GPT: Ushering in the Era of Visual Storytelling with LLMs?
by: Gado, Mohamed, et al.
Published: (2025)

X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning
by: Panagopoulou, Artemis, et al.
Published: (2023)

LLM as a Neural Architect: Controlled Generation of Image Captioning Models Under Strict API Contracts
by: Jesani, Krunal, et al.
Published: (2025)

e5-omni: Explicit Cross-modal Alignment for Omni-modal Embeddings
by: Chen, Haonan, et al.
Published: (2026)

Closed-Loop LLM Discovery of Non-Standard Channel Priors in Vision Models
by: Uzun, Tolgay Atinc, et al.
Published: (2026)

xGen-MM (BLIP-3): A Family of Open Large Multimodal Models
by: Xue, Le, et al.
Published: (2024)

Practical Manipulation Model for Robust Deepfake Detection
by: Hopf, Benedikt, et al.
Published: (2025)

Accurate and Efficient World Modeling with Masked Latent Transformers
by: Burchi, Maxime, et al.
Published: (2025)

From Brute Force to Semantic Insight: Performance-Guided Data Transformation Design with LLMs
by: Shrestha, Usha, et al.
Published: (2026)

From Code to Prediction: Fine-Tuning LLMs for Neural Network Performance Classification in NNGPT
by: Hanouneh, Mahmoud, et al.
Published: (2026)

Constructing Multilingual Visual-Text Datasets Revealing Visual Multilingual Ability of Vision Language Models
by: Atuhurra, Jesse, et al.
Published: (2024)

Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
by: Salazar, Israfel, et al.
Published: (2025)

ViCA: Efficient Multimodal LLMs with Vision-Only Cross-Attention
by: Liu, Wenjie, et al.
Published: (2026)

Rethinking Multilingual Vision-Language Translation: Dataset, Evaluation, and Adaptation
by: Wang, Xintong, et al.
Published: (2025)

Behind Maya: Building a Multilingual Vision Language Model
by: Alam, Nahid, et al.
Published: (2025)

LAFR: Efficient Diffusion-based Blind Face Restoration via Latent Codebook Alignment Adapter
by: Li, Runyi, et al.
Published: (2025)

Bootstrapping Action-Grounded Visual Dynamics in Unified Vision-Language Models
by: Qiu, Yifu, et al.
Published: (2025)

MuDreamer: Learning Predictive World Models without Reconstruction
by: Burchi, Maxime, et al.
Published: (2024)

Learned Lightweight Smartphone ISP with Unpaired Data
by: Arhire, Andrei, et al.
Published: (2025)

Bootstrapping Referring Multi-Object Tracking
by: Zhang, Yani, et al.
Published: (2024)

Efficient Perceptual Image Super Resolution: AIM 2025 Study and Benchmark
by: Longarela, Bruno, et al.
Published: (2025)

mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus
by: Futeral, Matthieu, et al.
Published: (2024)

Cat: Post-Training Quantization Error Reduction via Cluster-based Affine Transformation
by: Zoljodi, Ali, et al.
Published: (2025)

The Return of Structural Handwritten Mathematical Expression Recognition
by: Seitz, Jakob, et al.
Published: (2025)

AugmentGest: Can Random Data Cropping Augmentation Boost Gesture Recognition Performance?
by: Aboudeshish, Nada, et al.
Published: (2025)

The Regularizing Power of Language-Training Deepfake Detectors
by: Hopf, Benedikt, et al.
Published: (2026)

AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution
by: Korkmaz, Cansu, et al.
Published: (2025)

Aya Vision: Advancing the Frontier of Multilingual Multimodality
by: Dash, Saurabh, et al.
Published: (2025)

Higher fidelity perceptual image and video compression with a latent conditioned residual denoising diffusion model
by: Brenig, Jonas, et al.
Published: (2025)

Toward Efficient Deep Blind RAW Image Restoration
by: Conde, Marcos V., et al.
Published: (2024)

Shotluck Holmes: A Family of Efficient Small-Scale Large Language Vision Models For Video Captioning and Summarization
by: Luo, Richard, et al.
Published: (2024)

Mitigating Multilingual Hallucination in Large Vision-Language Models
by: Qu, Xiaoye, et al.
Published: (2024)

M3DR: Towards Universal Multilingual Multimodal Document Retrieval
by: Kolavi, Adithya S, et al.
Published: (2025)

EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models
by: Das, Rocktim Jyoti, et al.
Published: (2024)

Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization
by: Pi, Renjie, et al.
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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