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Bibliographic Details
Main Authors:	Luo, Yan, Huang, Henry, Zhou, Todd Y., Wang, Mengyu
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2602.09449
Tags:	Add Tag No Tags, Be the first to tag this record!

No Labels, No Look-Ahead: Unsupervised Online Video Stabilization with Classical Priors
by: Liu, Tao, et al.
Published: (2026)

LookAhead Tuning: Safer Language Models via Partial Answer Previews
by: Liu, Kangwei, et al.
Published: (2025)

Beyond Where to Look: Trajectory-Guided Reinforcement Learning for Multimodal RLVR
by: Lu, Jinda, et al.
Published: (2026)

FlowBypass: Rectified Flow Trajectory Bypass for Training-Free Image Editing
by: Han, Menglin, et al.
Published: (2026)

TraDiffusion: Trajectory-Based Training-Free Image Generation
by: Wu, Mingrui, et al.
Published: (2024)

AHA -- Predicting What Matters Next: Online Highlight Detection Without Looking Ahead
by: Chang, Aiden, et al.
Published: (2025)

Look Where It Matters: Training-Free Ultra-HR Remote Sensing VQA via Adaptive Zoom Search
by: Zhou, Yunqi, et al.
Published: (2025)

SplitFlow: Flow Decomposition for Inversion-Free Text-to-Image Editing
by: Yoon, Sung-Hoon, et al.
Published: (2025)

NOLO: Navigate Only Look Once
by: Zhou, Bohan, et al.
Published: (2024)

Look-Back: Implicit Visual Re-focusing in MLLM Reasoning
by: Yang, Shuo, et al.
Published: (2025)

YOLC: You Only Look Clusters for Tiny Object Detection in Aerial Images
by: Liu, Chenguang, et al.
Published: (2024)

Looking Back and Forth: Cross-Image Attention Calibration and Attentive Preference Learning for Multi-Image Hallucination Mitigation
by: Yang, Xiaochen, et al.
Published: (2026)

Look Twice: Training-Free Evidence Highlighting in Multimodal Large Language Models
by: Morini, Marco, et al.
Published: (2026)

Look Around and Learn: Self-Training Object Detection by Exploration
by: Scarpellini, Gianluca, et al.
Published: (2023)

ShiftLUT: Spatial Shift Enhanced Look-Up Tables for Efficient Image Restoration
by: Zeng, Xiaolong, et al.
Published: (2026)

A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP)
by: Tu, Weijie, et al.
Published: (2024)

Setting-Matched and Semantics-Scaled Benchmarking of One-Step Generative Models Against Multistep Diffusion and Flow Models
by: Ravishankar, Advaith, et al.
Published: (2026)

A Closer Look at the Explainability of Contrastive Language-Image Pre-training
by: Li, Yi, et al.
Published: (2023)

LookBench: A Live and Holistic Open Benchmark for Fashion Image Retrieval
by: ai, Gensmo., et al.
Published: (2026)

Look-Around Before You Leap: High-Frequency Injected Transformer for Image Restoration
by: Zhou, Shihao, et al.
Published: (2024)

LookWise: Knowing When and Where to Look for Fine-Grained Visual Reasoning in Multimodal Large Language Models
by: Shen, Yuxiang, et al.
Published: (2026)

Don't Look into the Dark: Latent Codes for Pluralistic Image Inpainting
by: Chen, Haiwei, et al.
Published: (2024)

Relations, Negations, and Numbers: Looking for Logic in Generative Text-to-Image Models
by: Conwell, Colin, et al.
Published: (2024)

You Only Look at Once for Real-time and Generic Multi-Task
by: Wang, Jiayuan, et al.
Published: (2023)

Right Looks, Wrong Reasons: Compositional Fidelity in Text-to-Image Generation
by: Vatsa, Mayank, et al.
Published: (2025)

When to Think and When to Look: Uncertainty-Guided Lookback
by: Bi, Jing, et al.
Published: (2025)

A Modern Look at Simplicity Bias in Image Classification Tasks
by: Chang, Xiaoguang, et al.
Published: (2025)

Token Warping Helps MLLMs Look from Nearby Viewpoints
by: Lee, Phillip Y., et al.
Published: (2026)

AI-Generated Images: What Humans and Machines See When They Look at the Same Image
by: Poletti, Silvia, et al.
Published: (2026)

Not All Birds Look The Same: Identity-Preserving Generation For Birds
by: Sun, Aaron, et al.
Published: (2025)

Video Color Grading via Look-Up Table Generation
by: Shin, Seunghyun, et al.
Published: (2025)

Moving by Looking: Towards Vision-Driven Avatar Motion Generation
by: Diomataris, Markos, et al.
Published: (2025)

LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate
by: Fuller, Anthony, et al.
Published: (2024)

LookWhere? Efficient Visual Recognition by Learning Where to Look and What to See from Self-Supervision
by: Fuller, Anthony, et al.
Published: (2025)

In-Loop Filtering via Trained Look-Up Tables
by: Li, Zhuoyuan, et al.
Published: (2024)

Pay Attention to Where You Looked
by: Berian, Alex, et al.
Published: (2026)

DINO-Foresight: Looking into the Future with DINO
by: Karypidis, Efstathios, et al.
Published: (2024)

Why Does It Look There? Structured Explanations for Image Classification
by: Li, Jiarui, et al.
Published: (2026)

What Makes ImageNet Look Unlike LAION
by: Shirali, Ali, et al.
Published: (2023)

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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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