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Bibliographic Details
Main Authors:	An, Hongyu, Zhang, Xinfeng, Zhao, Shijie, Zhang, Li, Xiong, Ruiqin
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2502.07381
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Improved Adversarial Diffusion Compression for Real-World Video Super-Resolution
by: Chen, Bin, et al.
Published: (2026)

One-Step Diffusion for Detail-Rich and Temporally Consistent Video Super-Resolution
by: Sun, Yujing, et al.
Published: (2025)

STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution
by: Xie, Rui, et al.
Published: (2025)

Incorporating Degradation Estimation in Light Field Spatial Super-Resolution
by: Xiao, Zeyu, et al.
Published: (2024)

InstaVSR: Taming Diffusion for Efficient and Temporally Consistent Video Super-Resolution
by: Hu, Jintong, et al.
Published: (2026)

Learning Spatial Adaptation and Temporal Coherence in Diffusion Models for Video Super-Resolution
by: Chen, Zhikai, et al.
Published: (2024)

Improving Consistency in Diffusion Models for Image Super-Resolution
by: Gu, Junhao, et al.
Published: (2024)

STCDiT: Spatio-Temporally Consistent Diffusion Transformer for High-Quality Video Super-Resolution
by: Chen, Junyang, et al.
Published: (2025)

Video Compression with Hierarchical Temporal Neural Representation
by: Zhu, Jun, et al.
Published: (2026)

Compressed-Domain-Aware Online Video Super-Resolution
by: Wang, Yuhang, et al.
Published: (2026)

Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion Models
by: Rota, Claudio, et al.
Published: (2023)

SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding
by: Li, Wenrui, et al.
Published: (2024)

MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs
by: Ren, Yulin, et al.
Published: (2024)

TMP: Temporal Motion Propagation for Online Video Super-Resolution
by: Zhang, Zhengqiang, et al.
Published: (2023)

Learning Temporally Consistent Video Depth from Video Diffusion Priors
by: Shao, Jiahao, et al.
Published: (2024)

Motion-Guided Latent Diffusion for Temporally Consistent Real-world Video Super-resolution
by: Yang, Xi, et al.
Published: (2023)

OARS: Process-Aware Online Alignment for Generative Real-World Image Super-Resolution
by: Zhao, Shijie, et al.
Published: (2026)

BlindDiff: Empowering Degradation Modelling in Diffusion Models for Blind Image Super-Resolution
by: Li, Feng, et al.
Published: (2024)

Degradation-Aware and Structure-Preserving Diffusion for Real-World Image Super-Resolution
by: Ji, Yang, et al.
Published: (2026)

TASR: Timestep-Aware Diffusion Model for Image Super-Resolution
by: Lin, Qinwei, et al.
Published: (2024)

Edit Temporal-Consistent Videos with Image Diffusion Model
by: Wang, Yuanzhi, et al.
Published: (2023)

Invertible Diffusion Models for Compressed Sensing
by: Chen, Bin, et al.
Published: (2024)

DeeDSR: Towards Real-World Image Super-Resolution via Degradation-Aware Stable Diffusion
by: Bi, Chunyang, et al.
Published: (2024)

Semantic and Temporal Integration in Latent Diffusion Space for High-Fidelity Video Super-Resolution
by: Wang, Yiwen, et al.
Published: (2025)

HATIR: Heat-Aware Diffusion for Turbulent Infrared Video Super-Resolution
by: Zou, Yang, et al.
Published: (2026)

SSCM: A Spatial-Semantic Consistent Model for Multi-Contrast MRI Super-Resolution
by: Wu, Xiaoman, et al.
Published: (2025)

Towards Redundancy Reduction in Diffusion Models for Efficient Video Super-Resolution
by: Guo, Jinpei, et al.
Published: (2025)

Joint Degradation-Aware Arbitrary-Scale Super-Resolution for Variable-Rate Extreme Image Compression
by: Chai, Xinning, et al.
Published: (2026)

InfVSR: Toward Consistency-Driven Streaming Generative Video Super-Resolution
by: Zhang, Ziqing, et al.
Published: (2025)

SANR: Scene-Aware Neural Representation for Light Field Image Compression with Rate-Distortion Optimization
by: Zhang, Gai, et al.
Published: (2025)

Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors
by: Zhang, Aiping, et al.
Published: (2024)

Inflation with Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution
by: Yuan, Xin, et al.
Published: (2024)

ControlSR: Taming Diffusion Models for Consistent Real-World Image Super Resolution
by: Wan, Yuhao, et al.
Published: (2024)

ORL-LDM: Offline Reinforcement Learning Guided Latent Diffusion Model Super-Resolution Reconstruction
by: Lyu, Shijie
Published: (2025)

Adversarial Diffusion Compression for Real-World Image Super-Resolution
by: Chen, Bin, et al.
Published: (2024)

Building Bridges across Spatial and Temporal Resolutions: Reference-Based Super-Resolution via Change Priors and Conditional Diffusion Model
by: Dong, Runmin, et al.
Published: (2024)

Remote Sensing Image Super-Resolution for Imbalanced Textures: A Texture-Aware Diffusion Framework
by: Zhang, Enzhuo, et al.
Published: (2026)

Improving the Stability and Efficiency of Diffusion Models for Content Consistent Super-Resolution
by: Sun, Lingchen, et al.
Published: (2023)

Conditional Neural Video Coding with Spatial-Temporal Super-Resolution
by: Wang, Henan, 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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