Localized Latent Editing for Dose-Response Modeling in Botulinum Toxin Injection Planning

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Arnaud, Estèphe, Daoudi, Mohamed, Guerreschi, Pierre
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

PaNDaS: Learnable Deformation Modeling with Localized Control
di: Besnier, Thomas, et al.
Pubblicazione: (2024)

DEGMC: Denoising Diffusion Models Based on Riemannian Equivariant Group Morphological Convolutions
di: Diop, El Hadji S., et al.
Pubblicazione: (2026)

Structure-Preserving Zero-Shot Image Editing via Stage-Wise Latent Injection in Diffusion Models
di: Jeong, Dasol, et al.
Pubblicazione: (2025)

ScanMove: Motion Prediction and Transfer for Unregistered Body Meshes
di: Besnier, Thomas, et al.
Pubblicazione: (2025)

ReactionMamba: Generating Short & Long Human Reaction Sequences
di: Beg, Hajra Anwar, et al.
Pubblicazione: (2025)

FreeTalk: Emotional Topology-Free 3D Talking Heads
di: Nocentini, Federico, et al.
Pubblicazione: (2026)

Sheep Facial Pain Assessment Under Weighted Graph Neural Networks
di: Noor, Alam, et al.
Pubblicazione: (2025)

From Statics to Dynamics: Physics-Aware Image Editing with Latent Transition Priors
di: Zhao, Liangbing, et al.
Pubblicazione: (2026)

Edit Where You Mean: Region-Aware Adapter Injection for Mask-Free Local Image Editing
di: Cai, Honghao, et al.
Pubblicazione: (2026)

PixPerfect: Seamless Latent Diffusion Local Editing with Discriminative Pixel-Space Refinement
di: Zheng, Haitian, et al.
Pubblicazione: (2025)

FREE-Edit: Using Editing-aware Injection in Rectified Flow Models for Zero-shot Image-Driven Video Editing
di: Li, Maomao, et al.
Pubblicazione: (2026)

Latent Spaces Enable Transformer-Based Dose Prediction in Complex Radiotherapy Plans
di: Wang, Edward, et al.
Pubblicazione: (2024)

Multimodal-Conditioned Latent Diffusion Models for Fashion Image Editing
di: Baldrati, Alberto, et al.
Pubblicazione: (2024)

Measuring Anxiety Levels with Head Motion Patterns in Severe Depression Population
di: Boutaleb, Fouad, et al.
Pubblicazione: (2025)

Beyond Fixed Topologies: Unregistered Training and Comprehensive Evaluation Metrics for 3D Talking Heads
di: Nocentini, Federico, et al.
Pubblicazione: (2024)

ScanTalk: 3D Talking Heads from Unregistered Scans
di: Nocentini, Federico, et al.
Pubblicazione: (2024)

Responsible Visual Editing
di: Ni, Minheng, et al.
Pubblicazione: (2024)

LatentEditor: Text Driven Local Editing of 3D Scenes
di: Khalid, Umar, et al.
Pubblicazione: (2023)

Multimodal Latent Reasoning via Hierarchical Visual Cues Injection
di: Zhang, Yiming, et al.
Pubblicazione: (2026)

A Non-Invasive 3D Gait Analysis Framework for Quantifying Psychomotor Retardation in Major Depressive Disorder
di: Boutaleb, Fouad, et al.
Pubblicazione: (2026)

Fuse Your Latents: Video Editing with Multi-source Latent Diffusion Models
di: Lu, Tianyi, et al.
Pubblicazione: (2023)

Tuning-Free Image Editing with Fidelity and Editability via Unified Latent Diffusion Model
di: Mao, Qi, et al.
Pubblicazione: (2025)

Geometric Generative Models based on Morphological Equivariant PDEs and GANs
di: Diop, El Hadji S., et al.
Pubblicazione: (2024)

Universal Image Immunization against Diffusion-based Image Editing via Semantic Injection
di: Lee, Chanhui, et al.
Pubblicazione: (2026)

PIXELS: Progressive Image Xemplar-based Editing with Latent Surgery
di: Biswas, Shristi Das, et al.
Pubblicazione: (2025)

Image-to-Image Translation with Disentangled Latent Vectors for Face Editing
di: Dalva, Yusuf, et al.
Pubblicazione: (2023)

Locally Controlled Face Aging with Latent Diffusion Models
di: Santos, Lais Isabelle Alves dos, et al.
Pubblicazione: (2025)

AttentionDrag: Exploiting Latent Correlation Knowledge in Pre-trained Diffusion Models for Image Editing
di: Yang, Biao, et al.
Pubblicazione: (2025)

LIME: Localized Image Editing via Attention Regularization in Diffusion Models
di: Simsar, Enis, et al.
Pubblicazione: (2023)

Probing Visual Planning in Image Editing Models
di: Zhou, Zhimu, et al.
Pubblicazione: (2026)

Manipulating Vehicle 3D Shapes through Latent Space Editing
di: Miao, JiangDong, et al.
Pubblicazione: (2024)

From Plans to Pixels: Learning to Plan and Orchestrate for Open-Ended Image Editing
di: Rajan, Anirudh Sundara, et al.
Pubblicazione: (2026)

Localized Control in Diffusion Models via Latent Vector Prediction
di: Domingo-Gregorio, Pablo, et al.
Pubblicazione: (2026)

Localized Gaussian Splatting Editing with Contextual Awareness
di: Xiao, Hanyuan, et al.
Pubblicazione: (2024)

Global-Local Aware Scene Text Editing
di: Yang, Fuxiang, et al.
Pubblicazione: (2025)

PlanViz: Evaluating Planning-Oriented Image Generation and Editing for Computer-Use Tasks
di: Li, Junxian, et al.
Pubblicazione: (2026)

RePlan: Reasoning-guided Region Planning for Complex Instruction-based Image Editing
di: Qu, Tianyuan, et al.
Pubblicazione: (2025)

Wearable-Derived Behavioral and Physiological Biomarkers for Classifying Unipolar and Bipolar Depression Severity
di: Ouzar, Yassine, et al.
Pubblicazione: (2025)

MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training
di: Uchida, Kengo, et al.
Pubblicazione: (2024)

Blended Latent Diffusion under Attention Control for Real-World Video Editing
di: Liu, Deyin, et al.
Pubblicazione: (2024)

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
ui	"standard"
VUFIND_SESSION	"b7e8b9addcb305bed95cae888fd4898f"
language	"it"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790888965.4656 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "b7e8b9addcb305bed95cae888fd4898f" ]`]
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	"ui=standard; VUFIND_SESSION=b7e8b9addcb305bed95cae888fd4898f; language=it"
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	"34347"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2601_19593/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2601_19593/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790888965.4593
REQUEST_TIME	1790888965

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler