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Bibliographic Details
Main Authors:	Alghamdi, Eyad, Altuuaim, Sattam, Ghulam, Obay, Qutah, Abdulrahman, Basoodan, Yousef
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	https://arxiv.org/abs/2605.05367
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GGAvatar: Reconstructing Garment-Separated 3D Gaussian Splatting Avatars from Monocular Video
by: Chen, Jingxuan
Published: (2024)

Mon3tr: Monocular 3D Telepresence with Pre-built Gaussian Avatars as Amortization
by: Lin, Fangyu, et al.
Published: (2026)

ERGO: Excess-Risk-Guided Optimization for High-Fidelity Monocular 3D Gaussian Splatting
by: Ma, Zehua, et al.
Published: (2026)

Reality's Canvas, Language's Brush: Crafting 3D Avatars from Monocular Video
by: Rao, Yuchen, et al.
Published: (2023)

SignAvatar: Sign Language 3D Motion Reconstruction and Generation
by: Dong, Lu, et al.
Published: (2024)

$D^3$-RSMDE: 40$\times$ Faster and High-Fidelity Remote Sensing Monocular Depth Estimation
by: Wang, Ruizhi, et al.
Published: (2026)

GVA: Reconstructing Vivid 3D Gaussian Avatars from Monocular Videos
by: Liu, Xinqi, et al.
Published: (2024)

ScaffoldAvatar: High-Fidelity Gaussian Avatars with Patch Expressions
by: Aneja, Shivangi, et al.
Published: (2025)

Large Sign Language Models: Toward 3D American Sign Language Translation
by: Zhang, Sen, et al.
Published: (2025)

MoGA: 3D Generative Avatar Prior for Monocular Gaussian Avatar Reconstruction
by: Dong, Zijian, et al.
Published: (2025)

Ultra3D: Efficient and High-Fidelity 3D Generation with Part Attention
by: Chen, Yiwen, et al.
Published: (2025)

Lightweight High-Fidelity Low-Bitrate Talking Face Compression for 3D Video Conference
by: Li, Jianglong, et al.
Published: (2026)

RodinHD: High-Fidelity 3D Avatar Generation with Diffusion Models
by: Zhang, Bowen, et al.
Published: (2024)

A Simple Baseline for Spoken Language to Sign Language Translation with 3D Avatars
by: Zuo, Ronglai, et al.
Published: (2024)

SignAvatars: A Large-scale 3D Sign Language Holistic Motion Dataset and Benchmark
by: Yu, Zhengdi, et al.
Published: (2023)

PuzzleAvatar: Assembling 3D Avatars from Personal Albums
by: Xiu, Yuliang, et al.
Published: (2024)

3D-LEX v1.0: 3D Lexicons for American Sign Language and Sign Language of the Netherlands
by: Ranum, Oline, et al.
Published: (2024)

Towards High-fidelity 3D Talking Avatar with Personalized Dynamic Texture
by: Li, Xuanchen, et al.
Published: (2025)

GeoSAM-3D: Geodesic Prompt Propagation for Open-Vocabulary 3D Scene Segmentation from Monocular Video
by: Sharma, Arun
Published: (2026)

LAM3D: Leveraging Attention for Monocular 3D Object Detection
by: Sas, Diana-Alexandra, et al.
Published: (2024)

Aerial Monocular 3D Object Detection
by: Hu, Yue, et al.
Published: (2022)

DipGuava: Disentangling Personalized Gaussian Features for 3D Head Avatars from Monocular Video
by: Lee, Jeonghaeng, et al.
Published: (2026)

High-Fidelity 3D Facial Avatar Synthesis with Controllable Fine-Grained Expressions
by: He, Yikang, et al.
Published: (2026)

GAT-NeRF: Geometry-Aware-Transformer Enhanced Neural Radiance Fields for High-Fidelity 4D Facial Avatars
by: Chang, Zhe, et al.
Published: (2026)

FMGS-Avatar: Mesh-Guided 2D Gaussian Splatting with Foundation Model Priors for 3D Monocular Avatar Reconstruction
by: Fan, Jinlong, et al.
Published: (2025)

GAF: Gaussian Avatar Reconstruction from Monocular Videos via Multi-view Diffusion
by: Tang, Jiapeng, et al.
Published: (2024)

Hunyuan3D 2.5: Towards High-Fidelity 3D Assets Generation with Ultimate Details
by: Lai, Zeqiang, et al.
Published: (2025)

FAMOUS: High-Fidelity Monocular 3D Human Digitization Using View Synthesis
by: Hema, Vishnu Mani, et al.
Published: (2024)

GFlow: Recovering 4D World from Monocular Video
by: Wang, Shizun, et al.
Published: (2024)

Achieving 3D Attention via Triplet Squeeze and Excitation Block
by: Alhazmi, Maan, et al.
Published: (2025)

Text2Avatar: Text to 3D Human Avatar Generation with Codebook-Driven Body Controllable Attribute
by: Gong, Chaoqun, et al.
Published: (2024)

L3D-Pose: Lifting Pose for 3D Avatars from a Single Camera in the Wild
by: Debnath, Soumyaratna, et al.
Published: (2025)

Deblur-Avatar: Animatable Avatars from Motion-Blurred Monocular Videos
by: Luo, Xianrui, et al.
Published: (2025)

VisualSpeaker: Visually-Guided 3D Avatar Lip Synthesis
by: Symeonidis-Herzig, Alexandre, et al.
Published: (2025)

AEGIS: Preserving privacy of 3D Facial Avatars with Adversarial Perturbations
by: Wolkiewicz, Dawid, et al.
Published: (2025)

Hunyuan3D 2.1: From Images to High-Fidelity 3D Assets with Production-Ready PBR Material
by: Hunyuan3D, Team, et al.
Published: (2025)

BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos
by: Koleini, Farnoosh, et al.
Published: (2025)

DexAvatar: 3D Sign Language Reconstruction with Hand and Body Pose Priors
by: Kundu, Kaustubh, et al.
Published: (2025)

TexAvatars : Hybrid Texel-3D Representations for Stable Rigging of Photorealistic Gaussian Head Avatars
by: Lee, Jaeseong, 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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