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Bibliographic Details
Main Authors:	Seo, Huichan, Hong, Minki, Choi, Sieun, Kim, Jihie, Oh, Jean
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2602.16149
Tags:	Add Tag No Tags, Be the first to tag this record!

StableSketcher: Enhancing Diffusion Model for Pixel-based Sketch Generation via Visual Question Answering Feedback
by: Park, Jiho, et al.
Published: (2025)

Contour-Guided Query-Based Feature Fusion for Boundary-Aware and Generalizable Cardiac Ultrasound Segmentation
by: Ullah, Zahid, et al.
Published: (2026)

Systematic Integration of Attention Modules into CNNs for Accurate and Generalizable Medical Image Diagnosis
by: Ullah, Zahid, et al.
Published: (2025)

SEA: Evaluating Sketch Abstraction Efficiency via Element-level Commonsense Visual Question Answering
by: Park, Jiho, et al.
Published: (2026)

VisDoT : Enhancing Visual Reasoning through Human-Like Interpretation Grounding and Decomposition of Thought
by: Lee, Eunsoo, et al.
Published: (2026)

CIC: A Framework for Culturally-Aware Image Captioning
by: Yun, Youngsik, et al.
Published: (2024)

Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement
by: Jeong, Suchae, et al.
Published: (2025)

SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation
by: Liu, Zhixuan, et al.
Published: (2024)

Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion Transformer
by: Kang, Sungmin, et al.
Published: (2024)

VL-OrdinalFormer: Vision Language Guided Ordinal Transformers for Interpretable Knee Osteoarthritis Grading
by: Ullah, Zahid, et al.
Published: (2025)

Exploring Kolmogorov-Arnold Network Expansions in Vision Transformers for Mitigating Catastrophic Forgetting in Continual Learning
by: Ullah, Zahid, et al.
Published: (2025)

Hierarchical Deep Feature Fusion and Ensemble Learning for Enhanced Brain Tumor MRI Classification
by: Ullah, Zahid, et al.
Published: (2025)

DAM-Seg: Anatomically accurate cardiac segmentation using Dense Associative Networks
by: Ullah, Zahid, et al.
Published: (2025)

Real-time 3D-aware Portrait Editing from a Single Image
by: Bai, Qingyan, et al.
Published: (2024)

Before We Trust Them: Decision-Making Failures in Navigation of Foundation Models
by: Han, Jua, et al.
Published: (2026)

Hybrid Ensemble Approaches: Optimal Deep Feature Fusion and Hyperparameter-Tuned Classifier Ensembling for Enhanced Brain Tumor Classification
by: Ullah, Zahid, et al.
Published: (2025)

CAMILA: Context-Aware Masking for Image Editing with Language Alignment
by: Kim, Hyunseung, et al.
Published: (2025)

EditCrafter: Tuning-free High-Resolution Image Editing via Pretrained Diffusion Model
by: Kim, Kunho, et al.
Published: (2026)

COMPOSE: Comprehensive Portrait Shadow Editing
by: Hou, Andrew, et al.
Published: (2024)

FaceShield: Defending Facial Image against Deepfake Threats
by: Jeong, Jaehwan, et al.
Published: (2024)

MEVG: Multi-event Video Generation with Text-to-Video Models
by: Oh, Gyeongrok, et al.
Published: (2023)

Noise Map Guidance: Inversion with Spatial Context for Real Image Editing
by: Cho, Hansam, et al.
Published: (2024)

Hierarchical Vectorization for Portrait Images
by: Fu, Qian, et al.
Published: (2022)

Durian: Dual Reference Image-Guided Portrait Animation with Attribute Transfer
by: Cha, Hyunsoo, et al.
Published: (2025)

Attentive Fine-Grained Structured Sparsity for Image Restoration
by: Oh, Junghun, et al.
Published: (2022)

InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image
by: Li, Jianhui, et al.
Published: (2023)

FaceGemma: Enhancing Image Captioning with Facial Attributes for Portrait Images
by: Haque, Naimul, et al.
Published: (2023)

CIPHER: Counterfeit Image Pattern High-level Examination via Representation
by: Kim, Kyeonghun, et al.
Published: (2026)

DiTTo: Scalable Order-aware All-in-One Image Restoration Agent
by: Choi, Seungho, et al.
Published: (2026)

Q-Bench-Portrait: Benchmarking Multimodal Large Language Models on Portrait Image Quality Perception
by: Wu, Sijing, et al.
Published: (2026)

GroupDiff: Diffusion-based Group Portrait Editing
by: Jiang, Yuming, et al.
Published: (2024)

InstantDrag: Improving Interactivity in Drag-based Image Editing
by: Shin, Joonghyuk, et al.
Published: (2024)

DragText: Rethinking Text Embedding in Point-based Image Editing
by: Choi, Gayoon, et al.
Published: (2024)

ACE Metric: Advection and Convection Evaluation for Accurate Weather Forecasting
by: Kim, Doyi, et al.
Published: (2024)

MagicStyle: Portrait Stylization Based on Reference Image
by: Deng, Zhaoli, et al.
Published: (2024)

Universal Image Immunization against Diffusion-based Image Editing via Semantic Injection
by: Lee, Chanhui, et al.
Published: (2026)

Learning Feature-Preserving Portrait Editing from Generated Pairs
by: Chen, Bowei, et al.
Published: (2024)

Portrait Video Editing Empowered by Multimodal Generative Priors
by: Gao, Xuan, et al.
Published: (2024)

Drag within Prior Distribution: Text-Conditioned Point-Based Image Editing within Distribution Constraints
by: Hu, Haoyang, et al.
Published: (2026)

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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