{"total":77,"rows":[{"id":"2404.16022","title":"PuLID: Pure and Lightning ID Customization via Contrastive Alignment","created":"2024-04-24","cited_by_count":144,"area":null},{"id":"2403.11641","title":"Arc2Face: A Foundation Model for ID-Consistent Human Faces","created":"2024-03-18","cited_by_count":101,"area":null},{"id":"2406.17758","title":"MotionBooth: Motion-Aware Customized Text-to-Video Generation","created":"2024-06-25","cited_by_count":93,"area":null},{"id":"2403.04279","title":"Controllable Generation with Text-to-Image Diffusion Models: A Survey","created":"2024-03-07","cited_by_count":83,"area":"diffusion"},{"id":"2403.17881","title":"Deepfake Generation and Detection: A Benchmark and Survey","created":"2024-03-26","cited_by_count":67,"area":null},{"id":"2405.12970","title":"Face Adapter for Pre-Trained Diffusion Models with Fine-Grained ID and Attribute Control","created":"2024-05-21","cited_by_count":67,"area":"diffusion"},{"id":"2404.03620","title":"LCM-Lookahead for Encoder-based Text-to-Image Personalization","created":"2024-04-04","cited_by_count":48,"area":"diffusion"},{"id":"2407.12899","title":"DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion","created":"2024-07-17","cited_by_count":47,"area":"diffusion"},{"id":"2408.05939","title":"UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization","created":"2024-08-12","cited_by_count":47,"area":null},{"id":"2404.16771","title":"ConsistentID: Portrait Generation with Multimodal Fine-Grained Identity Preserving","created":"2024-04-25","cited_by_count":43,"area":null},{"id":"2403.11781","title":"Infinite-ID: Identity-preserved Personalization via ID-semantics Decoupling Paradigm","created":"2024-03-18","cited_by_count":39,"area":"diffusion"},{"id":"2501.03931","title":"MagicMirror: ID-Preserved Video Generation in Video Diffusion Transformers","created":"2025-01-07","cited_by_count":34,"area":"diffusion"},{"id":"2404.19427","title":"InstantFamily: Masked Attention for Zero-shot Multi-ID Image Generation","created":"2024-04-30","cited_by_count":30,"area":null},{"id":"2405.05538","title":"A Survey on Personalized Content Synthesis with Diffusion Models","created":"2024-05-09","cited_by_count":29,"area":"diffusion"},{"id":"2411.17048","title":"PersonalVideo: High ID-Fidelity Video Customization without Dynamic and Semantic Degradation","created":"2024-11-26","cited_by_count":29,"area":null},{"id":"2501.01407","title":"Nested Attention: Semantic-aware Attention Values for Concept Personalization","created":"2025-01-02","cited_by_count":21,"area":null},{"id":"2408.09458","title":"G2Face: High-Fidelity Reversible Face Anonymization via Generative and Geometric Priors","created":"2024-08-18","cited_by_count":20,"area":null},{"id":"2502.13081","title":"Personalized Image Generation with Deep Generative Models: A Decade Survey","created":"2025-02-18","cited_by_count":20,"area":null},{"id":"2503.12689","title":"MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization","created":"2025-03-16","cited_by_count":17,"area":null},{"id":"2510.14975","title":"WithAnyone: Towards Controllable and ID Consistent Image Generation","created":"2025-10-16","cited_by_count":17,"area":null},{"id":"2501.05379","title":"Arc2Avatar: Generating Expressive 3D Avatars from a Single Image via ID Guidance","created":"2025-01-09","cited_by_count":16,"area":null},{"id":"2501.09503","title":"AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation","created":"2025-01-16","cited_by_count":16,"area":null},{"id":"2503.08269","title":"Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial Attacks","created":"2025-03-11","cited_by_count":14,"area":null},{"id":"2504.00430","title":"Data Synthesis with Diverse Styles for Face Recognition via 3DMM-Guided Diffusion","created":"2025-04-01","cited_by_count":12,"area":"diffusion"},{"id":"2405.14677","title":"RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance","created":"2024-05-23","cited_by_count":11,"area":"diffusion"},{"id":"2411.13632","title":"ID-Patch: Robust ID Association for Group Photo Personalization","created":"2024-11-20","cited_by_count":11,"area":null},{"id":"2411.19537","title":"Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook","created":"2024-11-29","cited_by_count":10,"area":null},{"id":"2503.06505","title":"DynamicID: Zero-Shot Multi-ID Image Personalization with Flexible Facial Editability","created":"2025-03-09","cited_by_count":10,"area":null},{"id":"2411.18293","title":"HiFiVFS: High Fidelity Video Face Swapping","created":"2024-11-27","cited_by_count":9,"area":"diffusion"},{"id":"2503.12526","title":"EditID: Training-Free Editable ID Customization for Text-to-Image Generation","created":"2025-03-16","cited_by_count":8,"area":null},{"id":"2509.05659","title":"EditIDv2: Editable ID Customization with Data-Lubricated ID Feature Integration for Text-to-Image Generation","created":"2025-09-06","cited_by_count":8,"area":null},{"id":"2503.15406","title":"Visual Persona: Foundation Model for Full-Body Human Customization","created":"2025-03-19","cited_by_count":7,"area":"diffusion"},{"id":"2408.09397","title":"Combo: Co-speech holistic 3D human motion generation and efficient customizable adaptation in harmony","created":"2024-08-18","cited_by_count":6,"area":null},{"id":"2410.08192","title":"HybridBooth: Hybrid Prompt Inversion for Efficient Subject-Driven Generation","created":"2024-10-10","cited_by_count":6,"area":"diffusion"},{"id":"2504.07392","title":"ID-Booth: Identity-consistent Face Generation with Diffusion Models","created":"2025-04-10","cited_by_count":6,"area":"diffusion"},{"id":"2405.16570","title":"ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling","created":"2024-05-26","cited_by_count":5,"area":null},{"id":"2410.10058","title":"Learning to Customize Text-to-Image Diffusion In Diverse Context","created":"2024-10-14","cited_by_count":5,"area":"diffusion"},{"id":"2412.14902","title":"MagicNaming: Consistent Identity Generation by Finding a \"Name Space\" in T2I Diffusion Models","created":"2024-12-19","cited_by_count":5,"area":"diffusion"},{"id":"2412.01254","title":"EmojiDiff: Advanced Facial Expression Control with High Identity Preservation in Portrait Generation","created":"2024-12-02","cited_by_count":4,"area":null},{"id":"2503.07091","title":"FaceID-6M: A Large-Scale, Open-Source FaceID Customization Dataset","created":"2025-03-10","cited_by_count":4,"area":null},{"id":"2505.03667","title":"Distribution-Conditional Generation: From Class Distribution to Creative Generation","created":"2025-05-06","cited_by_count":4,"area":"diffusion"},{"id":"2505.15313","title":"FaceCrafter: Identity-Conditional Diffusion with Disentangled Control over Facial Pose, Expression, and Emotion","created":"2025-05-21","cited_by_count":4,"area":"diffusion"},{"id":"2411.19261","title":"Improving Multi-Subject Consistency in Open-Domain Image Generation with Isolation and Reposition Attention","created":"2024-11-28","cited_by_count":3,"area":"diffusion"},{"id":"2412.18149","title":"Dense-Face: Personalized Face Generation Model via Dense Annotation Prediction","created":"2024-12-24","cited_by_count":3,"area":"diffusion"},{"id":"2507.08380","title":"From Enhancement to Understanding: Build a Generalized Bridge for Low-light Vision via Semantically Consistent Unsupervised Fine-tuning","created":"2025-07-11","cited_by_count":3,"area":null},{"id":"2510.05715","title":"AgeBooth: Controllable Facial Aging and Rejuvenation via Diffusion Models","created":"2025-10-07","cited_by_count":3,"area":"diffusion"},{"id":"2405.05806","title":"MasterWeaver: Taming Editability and Face Identity for Personalized Text-to-Image Generation","created":"2024-05-09","cited_by_count":2,"area":"diffusion"},{"id":"2406.11643","title":"CustAny: Customizing Anything from A Single Example","created":"2024-06-17","cited_by_count":2,"area":"diffusion"},{"id":"2409.15179","title":"MIMAFace: Face Animation via Motion-Identity Modulated Appearance Feature Learning","created":"2024-09-23","cited_by_count":2,"area":null},{"id":"2410.24160","title":"Redefining <Creative> in Dictionary: Towards an Enhanced Semantic Understanding of Creative Generation","created":"2024-10-31","cited_by_count":2,"area":"diffusion"},{"id":"2411.15277","title":"Foundation Cures Personalization: Improving Personalized Models' Prompt Consistency via Hidden Foundation Knowledge","created":"2024-11-22","cited_by_count":2,"area":null},{"id":"2502.19673","title":"SubZero: Composing Subject, Style, and Action via Zero-Shot Personalization","created":"2025-02-27","cited_by_count":2,"area":"diffusion"},{"id":"2505.14537","title":"Personalize Your Gaussian: Consistent 3D Scene Personalization from a Single Image","created":"2025-05-20","cited_by_count":2,"area":null},{"id":"2508.08556","title":"Unlocking the Potential of Diffusion Priors in Blind Face Restoration","created":"2025-08-12","cited_by_count":2,"area":"diffusion"},{"id":"2412.16832","title":"RealisID: Scale-Robust and Fine-Controllable Identity Customization via Local and Global Complementation","created":"2024-12-22","cited_by_count":1,"area":null},{"id":"2501.15407","title":"Turn That Frown Upside Down: FaceID Customization via Cross-Training Data","created":"2025-01-26","cited_by_count":1,"area":null},{"id":"2503.22352","title":"Meta-LoRA: Meta-Learning LoRA Components for Domain-Aware ID Personalization","created":"2025-03-28","cited_by_count":1,"area":"diffusion"},{"id":"2503.24387","title":"CoCoIns: Consistent Subject Generation via Contrastive Instantiated Concepts","created":"2025-03-31","cited_by_count":1,"area":null},{"id":"2510.04706","title":"ID-Consistent, Precise Expression Generation with Blendshape-Guided Diffusion","created":"2025-10-06","cited_by_count":1,"area":"diffusion"},{"id":"2510.24213","title":"Beyond Inference Intervention: Identity-Decoupled Diffusion for Face Anonymization","created":"2025-10-28","cited_by_count":1,"area":"diffusion"},{"id":"2603.12743","title":"MoKus: Leveraging Cross-Modal Knowledge Transfer for Knowledge-Aware Concept Customization","created":"2026-03-13","cited_by_count":1,"area":null},{"id":"2606.17606","title":"Flux-Guard: Facial Identity Protection using diffusion models","created":"2026-06-16","cited_by_count":1,"area":"diffusion"},{"id":"2410.01262","title":"Improving Fine-Grained Control via Aggregation of Multiple Diffusion Models","created":"2024-10-02","cited_by_count":0,"area":"diffusion"},{"id":"2412.03150","title":"Appearance Matching Adapter for Exemplar-based Semantic Image Synthesis in-the-Wild","created":"2024-12-04","cited_by_count":0,"area":null},{"id":"2503.01294","title":"Fine-Grained Controllable Apparel Showcase Image Generation via Garment-Centric Outpainting","created":"2025-03-03","cited_by_count":0,"area":"diffusion"},{"id":"2503.16025","title":"Single Image Iterative Subject-driven Generation and Editing","created":"2025-03-20","cited_by_count":0,"area":null},{"id":"2508.09461","title":"Gen-AFFECT: Generation of Avatar Fine-grained Facial Expressions with Consistent identiTy","created":"2025-08-13","cited_by_count":0,"area":null},{"id":"2510.25084","title":"PSTF-AttControl: Per-Subject-Tuning-Free Personalized Image Generation with Controllable Face Attributes","created":"2025-10-29","cited_by_count":0,"area":null},{"id":"2511.00293","title":"MagicView: Multi-View Consistent Identity Customization via Priors-Guided In-Context Learning","created":"2025-10-31","cited_by_count":0,"area":null},{"id":"2511.11989","title":"BeyondFacial: Identity-Preserving Personalized Generation Beyond Facial Close-ups","created":"2025-11-15","cited_by_count":0,"area":null},{"id":"2511.14031","title":"FashionMAC: Deformation-Free Fashion Image Generation with Fine-Grained Model Appearance Customization","created":"2025-11-18","cited_by_count":0,"area":null},{"id":"2512.01895","title":"StyleYourSmile: Cross-Domain Face Retargeting Without Paired Multi-Style Data","created":"2025-12-01","cited_by_count":0,"area":null},{"id":"2601.15288","title":"APPLE: Attribute-Preserving Pseudo-Labeling for Diffusion-Based Face Swapping","created":"2026-01-21","cited_by_count":0,"area":null},{"id":"2603.22701","title":"TimeWeaver: Age-Consistent Reference-Based Face Restoration with Identity Preservation","created":"2026-03-24","cited_by_count":0,"area":null},{"id":"2606.13964","title":"CaricHarmony: Contrastive Diffusion Paths for Identity-Preserving Caricature Synthesis","created":"2026-06-11","cited_by_count":0,"area":"diffusion"},{"id":"2606.22347","title":"Customizing Video Portraits via Identity-ActionDecoupling","created":"2026-06-21","cited_by_count":0,"area":null},{"id":"2608.20336","title":"WithEveryone: Unified Planning and Identity Grounding for Group Image Generation","created":"2026-08-20","cited_by_count":0,"area":null}],"next_cursor":null}