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Bibliographic Details
Main Authors:	Wang, Aowen, Li, Wei, Luo, Hao, Ao, Mengxing, Zhu, Chenyu, Li, Xinyang, Wang, Fan
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2508.17614
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MC-VTON: Minimal Control Virtual Try-On Diffusion Transformer
by: Luan, Junsheng, et al.
Published: (2025)

MoDA: Multi-modal Diffusion Architecture for Talking Head Generation
by: Li, Xinyang, et al.
Published: (2025)

MagicTryOn: Harnessing Diffusion Transformer for Garment-Preserving Video Virtual Try-on
by: Li, Guangyuan, et al.
Published: (2025)

OmniTry: Virtual Try-On Anything without Masks
by: Feng, Yutong, et al.
Published: (2025)

Video Virtual Try-on with Conditional Diffusion Transformer Inpainter
by: Zou, Cheng, et al.
Published: (2025)

MF-VITON: High-Fidelity Mask-Free Virtual Try-On with Minimal Input
by: Wan, Zhenchen, et al.
Published: (2025)

DiT-VTON: Diffusion Transformer Framework for Unified Multi-Category Virtual Try-On and Virtual Try-All with Integrated Image Editing
by: Li, Qi, et al.
Published: (2025)

Undress to Redress: A Training-Free Framework for Virtual Try-On
by: Li, Zhiying, et al.
Published: (2025)

MaskFuser: Masked Fusion of Joint Multi-Modal Tokenization for End-to-End Autonomous Driving
by: Duan, Yiqun, et al.
Published: (2024)

TED-VITON: Transformer-Empowered Diffusion Models for Virtual Try-On
by: Wan, Zhenchen, et al.
Published: (2024)

PFDM: Parser-Free Virtual Try-on via Diffusion Model
by: Niu, Yunfang, et al.
Published: (2024)

ITA-MDT: Image-Timestep-Adaptive Masked Diffusion Transformer Framework for Image-Based Virtual Try-On
by: Hong, Ji Woo, et al.
Published: (2025)

CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model
by: Zeng, Jianhao, et al.
Published: (2023)

MV-VTON: Multi-View Virtual Try-On with Diffusion Models
by: Wang, Haoyu, et al.
Published: (2024)

M&M VTO: Multi-Garment Virtual Try-On and Editing
by: Zhu, Luyang, et al.
Published: (2024)

FitControler: Toward Fit-Aware Virtual Try-On
by: Yang, Lu, et al.
Published: (2025)

BooW-VTON: Boosting In-the-Wild Virtual Try-On via Mask-Free Pseudo Data Training
by: Zhang, Xuanpu, et al.
Published: (2024)

Efficient Encoder-Free Pose Conditioning and Pose Control for Virtual Try-On
by: Li, Qi, et al.
Published: (2025)

Fashion-VDM: Video Diffusion Model for Virtual Try-On
by: Karras, Johanna, et al.
Published: (2024)

OmniVTON: Training-Free Universal Virtual Try-On
by: Yang, Zhaotong, et al.
Published: (2025)

MMControl: Unified Multi-Modal Control for Joint Audio-Video Generation
by: Li, Liyang, et al.
Published: (2026)

HF-VTON: High-Fidelity Virtual Try-On via Consistent Geometric and Semantic Alignment
by: Meng, Ming, et al.
Published: (2025)

PEMF-VTO: Point-Enhanced Video Virtual Try-on via Mask-free Paradigm
by: Chang, Tianyu, et al.
Published: (2024)

ViViD: Video Virtual Try-on using Diffusion Models
by: Fang, Zixun, et al.
Published: (2024)

Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer
by: Yin, Zixin, et al.
Published: (2025)

WildVidFit: Video Virtual Try-On in the Wild via Image-Based Controlled Diffusion Models
by: He, Zijian, et al.
Published: (2024)

Voost: A Unified and Scalable Diffusion Transformer for Bidirectional Virtual Try-On and Try-Off
by: Lee, Seungyong, et al.
Published: (2025)

MuGa-VTON: Multi-Garment Virtual Try-On via Diffusion Transformers with Prompt Customization
by: Deria, Ankan, et al.
Published: (2025)

ITVTON: Virtual Try-On Diffusion Transformer Based on Integrated Image and Text
by: Ni, Haifeng, et al.
Published: (2025)

FLDM-VTON: Faithful Latent Diffusion Model for Virtual Try-on
by: Wang, Chenhui, et al.
Published: (2024)

Progressive Limb-Aware Virtual Try-On
by: Han, Xiaoyu, et al.
Published: (2025)

TriFusion-SR: Joint Tri-Modal Medical Image Fusion and SR
by: Dharejo, Fayaz Ali, et al.
Published: (2026)

ChronoTailor: Harnessing Attention Guidance for Fine-Grained Video Virtual Try-On
by: Wang, Jinjuan, et al.
Published: (2025)

Style-Instructed Mask-Free Virtual Try On
by: Zhang, Mengqi, et al.
Published: (2026)

Improving Virtual Try-On with Garment-focused Diffusion Models
by: Wan, Siqi, et al.
Published: (2024)

TriCLIP-3D: A Unified Parameter-Efficient Framework for Tri-Modal 3D Visual Grounding based on CLIP
by: Li, Fan, et al.
Published: (2025)

OpenVTON-Bench: A Large-Scale High-Resolution Benchmark for Controllable Virtual Try-On Evaluation
by: Li, Jin, et al.
Published: (2026)

OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on
by: Xu, Yuhao, et al.
Published: (2024)

RAPID^3: Tri-Level Reinforced Acceleration Policies for Diffusion Transformer
by: Zhao, Wangbo, et al.
Published: (2025)

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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