TypeDance: Creating Semantic Typographic Logos from Image through Personalized Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xiao, Shishi, Wang, Liangwei, Ma, Xiaojuan, Zeng, Wei
Format:	Preprint
Published:	2024
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

ModalChorus: Visual Probing and Alignment of Multi-modal Embeddings via Modal Fusion Map
by: Ye, Yilin, et al.
Published: (2024)

Generative AI for Visualization: State of the Art and Future Directions
by: Ye, Yilin, et al.
Published: (2024)

AgentTypo: Adaptive Typographic Prompt Injection Attacks against Black-box Multimodal Agents
by: Li, Yanjie, et al.
Published: (2025)

Reasoning Robustness of LLMs to Adversarial Typographical Errors
by: Gan, Esther, et al.
Published: (2024)

MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous Verification
by: Li, Yin, et al.
Published: (2024)

Logos: An evolvable reasoning engine for rational molecular design
by: Wen, Haibin, et al.
Published: (2026)

From Failure Modes to Reliability Awareness in Generative and Agentic AI System
by: Janet, et al.
Published: (2025)

ChArtist: Generating Pictorial Charts with Unified Spatial and Subject Control
by: Xiao, Shishi, et al.
Published: (2026)

Creating an AI Observer: Generative Semantic Workspaces
by: Holur, Pavan, et al.
Published: (2024)

Not What You Asked For: Typographic Attacks in Household Robot Manipulation
by: Iranmanesh, Ali, et al.
Published: (2026)

Dyslexify: A Mechanistic Defense Against Typographic Attacks in CLIP
by: Hufe, Lorenz, et al.
Published: (2025)

FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts
by: Gong, Yichen, et al.
Published: (2023)

Evaluation Metrics for Automated Typographic Poster Generation
by: Rebelo, Sérgio M., et al.
Published: (2024)

Not All Layers Are Created Equal: Adaptive LoRA Ranks for Personalized Image Generation
by: Shenaj, Donald, et al.
Published: (2026)

LLM-assisted Labeling Function Generation for Semantic Type Detection
by: Li, Chenjie, et al.
Published: (2024)

May the Dance be with You: Dance Generation Framework for Non-Humanoids
by: Ahn, Hyemin
Published: (2024)

PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data
by: Tan, Juntao, et al.
Published: (2025)

SCAM: A Real-World Typographic Robustness Evaluation for Multimodal Foundation Models
by: Westerhoff, Justus, et al.
Published: (2025)

Every Image Listens, Every Image Dances: Music-Driven Image Animation
by: Dong, Zhikang, et al.
Published: (2025)

DanceCrafter: Fine-Grained Text-Driven Controllable Dance Generation via Choreographic Syntax
by: Yuan, Hang, et al.
Published: (2026)

TokenDance: Token-to-Token Music-to-Dance Generation with Bidirectional Mamba
by: Yang, Ziyue, et al.
Published: (2026)

Dance Any Beat: Blending Beats with Visuals in Dance Video Generation
by: Wang, Xuanchen, et al.
Published: (2024)

Evaluating Contextually Personalized Programming Exercises Created with Generative AI
by: Logacheva, Evanfiya, et al.
Published: (2024)

Using Large Language Models to Create Personalized Networks From Therapy Sessions
by: Ong, Clarissa W., et al.
Published: (2025)

A Real-time Endoscopic Image Denoising System
by: Xing, Yu, et al.
Published: (2025)

Text-based Person Search in Full Images via Semantic-Driven Proposal Generation
by: Zhang, Shizhou, et al.
Published: (2021)

Comprehending Semantic Types in JSON Data with Graph Neural Networks
by: Wei, Shuang, et al.
Published: (2023)

Deciphering Personalization: Towards Fine-Grained Explainability in Natural Language for Personalized Image Generation Models
by: Wang, Haoming, et al.
Published: (2025)

ReactDance: Hierarchical Representation for High-Fidelity and Coherent Long-Form Reactive Dance Generation
by: Lin, Jingzhong, et al.
Published: (2025)

Debiased Multimodal Personality Understanding through Dual Causal Intervention
by: Zhu, Yangfu, et al.
Published: (2026)

DisCo: Disentangled Control for Realistic Human Dance Generation
by: Wang, Tan, et al.
Published: (2023)

Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Image Generation
by: Zheng, Anlin, et al.
Published: (2025)

Hita: Holistic Tokenizer for Autoregressive Image Generation
by: Zheng, Anlin, et al.
Published: (2025)

ReCreate: Reasoning and Creating Domain Agents Driven by Experience
by: Hao, Zhezheng, et al.
Published: (2026)

Brand Visibility in Packaging: A Deep Learning Approach for Logo Detection, Saliency-Map Prediction, and Logo Placement Analysis
by: Hosseini, Alireza, et al.
Published: (2024)

Personalized Image Generation with Large Multimodal Models
by: Xu, Yiyan, et al.
Published: (2024)

Beyond Dialogue Time: Temporal Semantic Memory for Personalized LLM Agents
by: Su, Miao, et al.
Published: (2026)

NLGR: Utilizing Neighbor Lists for Generative Rerank in Personalized Recommendation Systems
by: Wang, Shuli, et al.
Published: (2025)

BitDance: Scaling Autoregressive Generative Models with Binary Tokens
by: Ai, Yuang, et al.
Published: (2026)

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	"e2d10b9bdd97ea225757959ae3808932"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790730008.4268 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "e2d10b9bdd97ea225757959ae3808932" ]`]
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=e2d10b9bdd97ea225757959ae3808932; 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	"216.73.216.147"
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	"31758"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2401_11094/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2401_11094/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790730008.4221
REQUEST_TIME	1790730008

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	"e2d10b9bdd97ea225757959ae3808932"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790730008.4268 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "e2d10b9bdd97ea225757959ae3808932" ]`]
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=e2d10b9bdd97ea225757959ae3808932; 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	"216.73.216.147"
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	"31758"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2401_11094/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2401_11094/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790730008.4221
REQUEST_TIME	1790730008

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Similar Items

Similar Items

Environment & details:

Environment & details: