Toward Tiny and High-quality Facial Makeup with Data Amplify Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jin, Qiaoqiao, Chen, Xuanhong, Jin, Meiguang, Chen, Ying, Shi, Rui, Zheng, Yucheng, Zhu, Yupeng, Ni, Bingbing
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Diffusion-Based Makeup Transfer with Facial Region-Aware Makeup Features
by: Gao, Zheng, et al.
Published: (2026)

Makeup Prior Models for 3D Facial Makeup Estimation and Applications
by: Yang, Xingchao, et al.
Published: (2024)

FFHQ-Makeup: Paired Synthetic Makeup Dataset with Facial Consistency Across Multiple Styles
by: Yang, Xingchao, et al.
Published: (2025)

3DProxyImg: Controllable 3D-Aware Animation Synthesis from Single Image via 2D-3D Aligned Proxy Embedding
by: Zhu, Yupeng, et al.
Published: (2025)

EvoMakeup: High-Fidelity and Controllable Makeup Editing with MakeupQuad
by: Wu, Huadong, et al.
Published: (2025)

ProxyImg: Towards Highly-Controllable Image Representation via Hierarchical Disentangled Proxy Embedding
by: Chen, Ye, et al.
Published: (2026)

From Synthetic to Real: Toward Identity-Consistent Makeup Transfer with Synthetic and Real Data
by: Yu, Yue, et al.
Published: (2026)

BeautyBank: Encoding Facial Makeup in Latent Space
by: Lu, Qianwen, et al.
Published: (2024)

MakeupAttack: Feature Space Black-box Backdoor Attack on Face Recognition via Makeup Transfer
by: Sun, Ming, et al.
Published: (2024)

Vectorized Video Representation with Easy Editing via Hierarchical Spatio-Temporally Consistent Proxy Embedding
by: Chen, Ye, et al.
Published: (2025)

FLUX-Makeup: High-Fidelity, Identity-Consistent, and Robust Makeup Transfer via Diffusion Transformer
by: Zhu, Jian, et al.
Published: (2025)

AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenario
by: Li, Yuhan, et al.
Published: (2024)

TinyViM: Frequency Decoupling for Tiny Hybrid Vision Mamba
by: Ma, Xiaowen, et al.
Published: (2024)

Gorgeous: Create Your Desired Character Facial Makeup from Any Ideas
by: Sii, Jia Wei, et al.
Published: (2024)

Dissolving Is Amplifying: Towards Fine-Grained Anomaly Detection
by: Shi, Jian, et al.
Published: (2023)

DreamMakeup: Face Makeup Customization using Latent Diffusion Models
by: Park, Geon Yeong, et al.
Published: (2025)

Makeup-Guided Facial Privacy Protection via Untrained Neural Network Priors
by: Shamshad, Fahad, et al.
Published: (2024)

DiffAM: Diffusion-based Adversarial Makeup Transfer for Facial Privacy Protection
by: Sun, Yuhao, et al.
Published: (2024)

Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model
by: Zhang, Yuxuan, et al.
Published: (2024)

AvatarMakeup: Realistic Makeup Transfer for 3D Animatable Head Avatars
by: Zhong, Yiming, et al.
Published: (2025)

Towards High-Fidelity, Identity-Preserving Real-Time Makeup Transfer: Decoupling Style Generation
by: Chau, Lydia Kin Ching, et al.
Published: (2025)

Mask Factory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation
by: Qian, Haotian, et al.
Published: (2024)

CEI-3D: Collaborative Explicit-Implicit 3D Reconstruction for Realistic and Fine-Grained Object Editing
by: Shi, Yue, et al.
Published: (2026)

Discrete Facial Encoding: : A Framework for Data-driven Facial Display Discovery
by: Tran, Minh, et al.
Published: (2025)

SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models
by: Sun, Zhaoyang, et al.
Published: (2024)

CoInteract: Physically-Consistent Human-Object Interaction Video Synthesis via Spatially-Structured Co-Generation
by: Luo, Xiangyang, et al.
Published: (2026)

FastAvatar: Towards Unified and Fast 3D Avatar Reconstruction with Large Gaussian Reconstruction Transformers
by: Wu, Yue, et al.
Published: (2025)

PCM-SAR: Physics-Driven Contrastive Mutual Learning for SAR Classification
by: Wang, Pengfei, et al.
Published: (2025)

Content-Style Decoupling for Unsupervised Makeup Transfer without Generating Pseudo Ground Truth
by: Sun, Zhaoyang, et al.
Published: (2024)

Tiny Machine Learning: Progress and Futures
by: Lin, Ji, et al.
Published: (2024)

SAM-Sode: Towards Faithful Explanations for Tiny Bacteria Detection
by: Tan, Wanying, et al.
Published: (2026)

GeoMM: On Geodesic Perspective for Multi-modal Learning
by: Mei, Shibin, et al.
Published: (2025)

RAGDiffusion: Faithful Cloth Generation via External Knowledge Assimilation
by: Tan, Xianfeng, et al.
Published: (2024)

InstantSticker: Realistic Decal Blending via Disentangled Object Reconstruction
by: Zhang, Yi, et al.
Published: (2025)

Learning Where to Focus: Density-Driven Guidance for Detecting Dense Tiny Objects
by: Zhao, Zhicheng, et al.
Published: (2025)

ElimPCL: Eliminating Noise Accumulation with Progressive Curriculum Labeling for Source-Free Domain Adaptation
by: Cheng, Jie, et al.
Published: (2025)

Protégé: Learn and Generate Basic Makeup Styles with Generative Adversarial Networks (GANs)
by: Sii, Jia Wei, et al.
Published: (2024)

HPR3D: Hierarchical Proxy Representation for High-Fidelity 3D Reconstruction and Controllable Editing
by: Wang, Tielong, et al.
Published: (2025)

PaintFlow: A Unified Framework for Interactive Oil Paintings Editing and Generation
by: Hu, Zhangli, 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'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
language	"en"
VUFIND_SESSION	"899adf88e736f4f98863dd6921ae7a48"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790968850.5896 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "899adf88e736f4f98863dd6921ae7a48" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"language=en; VUFIND_SESSION=899adf88e736f4f98863dd6921ae7a48; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.142"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"60191"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2403_15033/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2403_15033/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790968850.585
REQUEST_TIME	1790968850

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
language	"en"
VUFIND_SESSION	"899adf88e736f4f98863dd6921ae7a48"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790968850.5896 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "899adf88e736f4f98863dd6921ae7a48" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"language=en; VUFIND_SESSION=899adf88e736f4f98863dd6921ae7a48; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.142"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"60191"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2403_15033/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2403_15033/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790968850.585
REQUEST_TIME	1790968850

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Similar Items

Similar Items

Environment & details:

Environment & details: