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Bibliographic Details
Main Authors:	He, Bing, Gao, Jingnan, Chen, Yunuo, Cao, Ning, Chen, Gang, Cheng, Zhengxue, Song, Li, Zhang, Wenjun
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	https://arxiv.org/abs/2602.02000
Tags:	Add Tag No Tags, Be the first to tag this record!

H3D-DGS: Exploring Heterogeneous 3D Motion Representation for Deformable 3D Gaussian Splatting
by: He, Bing, et al.
Published: (2024)

DynaSurfGS: Dynamic Surface Reconstruction with Planar-based Gaussian Splatting
by: Cai, Weiwei, et al.
Published: (2024)

GausSurf: Geometry-Guided 3D Gaussian Splatting for Surface Reconstruction
by: Wang, Jiepeng, et al.
Published: (2024)

Fast Feedforward 3D Gaussian Splatting Compression
by: Chen, Yihang, et al.
Published: (2024)

CoSurfGS:Collaborative 3D Surface Gaussian Splatting with Distributed Learning for Large Scene Reconstruction
by: Gao, Yuanyuan, et al.
Published: (2024)

YoNoSplat: You Only Need One Model for Feedforward 3D Gaussian Splatting
by: Ye, Botao, et al.
Published: (2025)

SparseSurf: Sparse-View 3D Gaussian Splatting for Surface Reconstruction
by: Gu, Meiying, et al.
Published: (2025)

SurfaceSplat: Connecting Surface Reconstruction and Gaussian Splatting
by: Gao, Zihui, et al.
Published: (2025)

Large Language Model for Lossless Image Compression with Visual Prompts
by: Du, Junhao, et al.
Published: (2025)

SatSurfGS: Generalizable 2D Gaussian Splatting for Sparse-View Satellite Surface Reconstruction
by: Chen, Min, et al.
Published: (2026)

G4Splat: Geometry-Guided Gaussian Splatting with Generative Prior
by: Ni, Junfeng, et al.
Published: (2025)

Neural Surface Priors for Editable Gaussian Splatting
by: Szymkowiak, Jakub, et al.
Published: (2024)

ConFixGS: Learning to Fix Feedforward 3D Gaussian Splatting with Confidence-Aware Diffusion Priors in Driving Scenes
by: Song, Rui, et al.
Published: (2026)

RobustGS: Unified Boosting of Feedforward 3D Gaussian Splatting under Low-Quality Conditions
by: Wu, Anran, et al.
Published: (2025)

AnchorSplat: Feed-Forward 3D Gaussian Splatting with 3D Geometric Priors
by: Zhang, Xiaoxue, et al.
Published: (2026)

StreetSurfGS: Scalable Urban Street Surface Reconstruction with Planar-based Gaussian Splatting
by: Cui, Xiao, et al.
Published: (2024)

TinySplat: Feedforward Approach for Generating Compact 3D Scene Representation
by: Song, Zetian, et al.
Published: (2025)

3D Gaussian Splatting Data Compression with Mixture of Priors
by: Liu, Lei, et al.
Published: (2025)

EvaSurf: Efficient View-Aware Implicit Textured Surface Reconstruction
by: Gao, Jingnan, et al.
Published: (2023)

SG-Splatting: Accelerating 3D Gaussian Splatting with Spherical Gaussians
by: Wang, Yiwen, et al.
Published: (2024)

ChatSplat: 3D Conversational Gaussian Splatting
by: Chen, Hanlin, et al.
Published: (2024)

Modeling Uncertainty in 3D Gaussian Splatting through Continuous Semantic Splatting
by: Wilson, Joey, et al.
Published: (2024)

3D Vision-Language Gaussian Splatting
by: Peng, Qucheng, et al.
Published: (2024)

Splats in Splats++: Robust and Generalizable 3D Gaussian Splatting Steganography
by: Guo, Yijia, et al.
Published: (2026)

3D Gaussian Splatting with Self-Constrained Priors for High Fidelity Surface Reconstruction
by: Noda, Takeshi, et al.
Published: (2026)

GSM-GS: Geometry-Constrained Single and Multi-view Gaussian Splatting for Surface Reconstruction
by: Ren, Xiao, et al.
Published: (2026)

DreamGaussian4D: Generative 4D Gaussian Splatting
by: Ren, Jiawei, et al.
Published: (2023)

DenseSplat: Densifying Gaussian Splatting SLAM with Neural Radiance Prior
by: Li, Mingrui, et al.
Published: (2025)

SplatFormer: Point Transformer for Robust 3D Gaussian Splatting
by: Chen, Yutong, et al.
Published: (2024)

GaussianFlow: Splatting Gaussian Dynamics for 4D Content Creation
by: Gao, Quankai, et al.
Published: (2024)

SelfSplat: Pose-Free and 3D Prior-Free Generalizable 3D Gaussian Splatting
by: Kang, Gyeongjin, et al.
Published: (2024)

EasySplat: View-Adaptive Learning makes 3D Gaussian Splatting Easy
by: Gao, Ao, et al.
Published: (2025)

ReferSplat: Referring Segmentation in 3D Gaussian Splatting
by: He, Shuting, et al.
Published: (2025)

VidSplat: Gaussian Splatting Reconstruction with Geometry-Guided Video Diffusion Priors
by: Tang, Jimin, et al.
Published: (2026)

HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors
by: Pan, Panwang, et al.
Published: (2024)

GeoSplatting: Towards Geometry Guided Gaussian Splatting for Physically-based Inverse Rendering
by: Ye, Kai, et al.
Published: (2024)

Alias-free 4D Gaussian Splatting
by: Chen, Zilong, et al.
Published: (2025)

BAGS: Building Animatable Gaussian Splatting from a Monocular Video with Diffusion Priors
by: Zhang, Tingyang, et al.
Published: (2024)

LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos
by: Lin, Chin-Yang, 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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