personalized generation

66 papers

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Co-occurring keywords

diffusion model (3720) text-to-image generation (582) image generation (2069) identity preservation (147) generative model (2889) image synthesis (602) text-to-image synthesis (151) adversarial perturbation (376) low-rank adaptation (525) large language model (12755)

Papers

Fragile by Design: On the Limits of Adversarial Defenses in Personalized DreamBooth Generation AAAI 2026

Adversarial Perturbation Shield: Preventing Concept Bleed-through in Continual Learning of Personalized Generative Models AAAI 2026

FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus AAAI 2026

SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing AAAI 2026

Forget Less by Learning Together through Concept Consolidation WACV 2026

DreamCatcher: Efficient Multi-Concept Customization via Representation Finetuning WACV 2026

Tailoring Rumor Debunking to You: Diversifying Chinese Rumor-Debunking Passages with an LLM-Driven Simulated Feedback-Enhanced Framework EACL 2026

Personalize Anything for Free with Diffusion Transformer AAAI 2026

Conversational Image Generation: Towards Multi-Round Personalized Generation with Multi-Modal Language Models WACV 2026

PersonaTwin: A Multi-Tier Prompt Conditioning Framework for Generating and Evaluating Personalized Digital Twins ACL 2025

Who Controls the Authorization? Invertible Networks for Copyright Protection in Text-to-Image Synthesis ICCV 2025

A Multi-Style Chinese Characters Writing Intelligent Tool Based on Small-scale Training Data AAAI 2025

DiffuseKronA: A Parameter Efficient Fine-Tuning Method for Personalized Diffusion Models WACV 2025

DreamBlend: Advancing Personalized Fine-Tuning of Text-to-Image Diffusion Models WACV 2025

Proposal: From One-Fit-All to Perspective Aware Modeling ACL 2025

Personalized Generation In Large Model Era: A Survey ACL 2025

Draw Your Mind: Personalized Generation via Condition-Level Modeling in Text-to-Image Diffusion Models ICCV 2025

UniversalBooth: Model-Agnostic Personalized Text-to-Image Generation ICCV 2025

Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image Generation AAAI 2025

MYOPIA: Protecting Face Privacy from Malicious Personalized Text-to-Image Synthesis via Unlearnable Examples AAAI 2025

Steering Guidance for Personalized Text-to-Image Diffusion Models ICCV 2025

SerialGen: Personalized Image Generation by First Standardization Then Personalization CVPR 2025

TimeBooth: Disentangled Facial Invariant Representation for Diverse and Personalized Face Aging ICCV 2025

Yo'Chameleon: Personalized Vision and Language Generation CVPR 2025

Dis²Booth: Learning Image Distribution with Disentangled Features for Text-to-Image Diffusion Models AAAI 2025