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Bibliographic Details
Main Authors:	Elfeki, Mohamed, Liu, Rui, Voegele, Chad
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2501.16273
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Do Vision and Language Encoders Represent the World Similarly?
by: Maniparambil, Mayug, et al.
Published: (2024)

UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation
by: Lin, Bin, et al.
Published: (2025)

MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension
by: Liu, Ting, et al.
Published: (2024)

Can Visual Encoder Learn to See Arrows?
by: Terashita, Naoyuki, et al.
Published: (2025)

Renaissance: Investigating the Pretraining of Vision-Language Encoders
by: Fields, Clayton, et al.
Published: (2024)

Arabic-Nougat: Fine-Tuning Vision Transformers for Arabic OCR and Markdown Extraction
by: Rashad, Mohamed
Published: (2024)

Shifting AI Efficiency From Model-Centric to Data-Centric Compression
by: Liu, Xuyang, et al.
Published: (2025)

Improving Chain-of-Thought Efficiency for Autoregressive Image Generation
by: Gu, Zeqi, et al.
Published: (2025)

Frozen Transformers in Language Models Are Effective Visual Encoder Layers
by: Pang, Ziqi, et al.
Published: (2023)

CSLRConformer: A Data-Centric Conformer Approach for Continuous Arabic Sign Language Recognition on the Isharah Datase
by: Elden, Fatimah Mohamed Emad
Published: (2025)

Maximizing Asynchronicity in Event-based Neural Networks
by: Hao, Haiqing, et al.
Published: (2025)

Imperfect Vision Encoders: Efficient and Robust Tuning for Vision-Language Models
by: Panos, Aristeidis, et al.
Published: (2024)

Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains
by: Zhang, Juntian, et al.
Published: (2025)

MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
by: Jiang, Dongzhi, et al.
Published: (2025)

EPEE: Towards Efficient and Effective Foundation Models in Biomedicine
by: Zhan, Zaifu, et al.
Published: (2025)

NAS-LoRA: Empowering Parameter-Efficient Fine-Tuning for Visual Foundation Models with Searchable Adaptation
by: Chen, Renqi, et al.
Published: (2025)

Knowledge Generation for Zero-shot Knowledge-based VQA
by: Cao, Rui, et al.
Published: (2024)

Parameter Competition Balancing for Model Merging
by: Du, Guodong, et al.
Published: (2024)

SUDER: Self-Improving Unified Large Multimodal Models for Understanding and Generation with Dual Self-Rewards
by: Hong, Jixiang, et al.
Published: (2025)

Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization
by: Liu, Weiyang, et al.
Published: (2023)

LLMs Can Compensate for Deficiencies in Visual Representations
by: Takishita, Sho, et al.
Published: (2025)

MoPE: Mixture of Prompt Experts for Parameter-Efficient and Scalable Multimodal Fusion
by: Jiang, Ruixiang, et al.
Published: (2024)

Daily-Omni: Towards Audio-Visual Reasoning with Temporal Alignment across Modalities
by: Zhou, Ziwei, et al.
Published: (2025)

Can Vision Language Models Judge Action Quality? An Empirical Evaluation
by: Freitas, Miguel Monte e, et al.
Published: (2026)

ViPER: Empowering the Self-Evolution of Visual Perception Abilities in Vision-Language Model
by: Zhang, Juntian, et al.
Published: (2025)

Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs
by: Zhou, Wenrui, et al.
Published: (2025)

MiniGPT-Med: Large Language Model as a General Interface for Radiology Diagnosis
by: Alkhaldi, Asma, et al.
Published: (2024)

DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models
by: Zou, Chengke, et al.
Published: (2024)

VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks
by: Jiang, Ziyan, et al.
Published: (2024)

Loc3R-VLM: Language-based Localization and 3D Reasoning with Vision-Language Models
by: Qu, Kevin, et al.
Published: (2026)

InfraGPT Smart Infrastructure: An End-to-End VLM-Based Framework for Detecting and Managing Urban Defects
by: Mohamed, Ibrahim Sheikh, et al.
Published: (2025)

Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics
by: Ryan, Yuriel, et al.
Published: (2025)

Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step
by: Guo, Ziyu, et al.
Published: (2025)

Cross-Modal Adapter for Vision-Language Retrieval
by: Jiang, Haojun, et al.
Published: (2022)

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
by: Yue, Yang, et al.
Published: (2025)

Revisiting the Data Sampling in Multimodal Post-training from a Difficulty-Distinguish View
by: Qi, Jianyu, et al.
Published: (2025)

MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba
by: Yoshimura, Masakazu, et al.
Published: (2024)

Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
by: Wang, Peng, et al.
Published: (2024)

AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation
by: Zhou, Ziwei, et al.
Published: (2026)

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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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