{"total":35,"rows":[{"id":"2406.07209","title":"MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance","created":"2024-06-11","cited_by_count":144,"area":null},{"id":"2312.16272","title":"SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation","created":"2023-12-26","cited_by_count":143,"area":null},{"id":"2406.16855","title":"DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation","created":"2024-06-24","cited_by_count":131,"area":null},{"id":"2402.09368","title":"Magic-Me: Identity-Specific Video Customized Diffusion","created":"2024-02-14","cited_by_count":59,"area":null},{"id":"2312.02663","title":"FaceStudio: Put Your Face Everywhere in Seconds","created":"2023-12-05","cited_by_count":53,"area":null},{"id":"2306.12624","title":"DreamEdit: Subject-driven Image Editing","created":"2023-06-22","cited_by_count":37,"area":null},{"id":"2405.12796","title":"DisenStudio: Customized Multi-subject Text-to-Video Generation with Disentangled Spatial Control","created":"2024-05-21","cited_by_count":20,"area":null},{"id":"2311.00990","title":"VideoDreamer: Customized Multi-Subject Text-to-Video Generation with Disen-Mix Finetuning on Language-Video Foundation Models","created":"2023-11-02","cited_by_count":16,"area":null},{"id":"2412.08645","title":"ObjectMate: A Recurrence Prior for Object Insertion and Subject-Driven Generation","created":"2024-12-11","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":"2404.05717","title":"SwapAnything: Enabling Arbitrary Object Swapping in Personalized Visual Editing","created":"2024-04-08","cited_by_count":13,"area":null},{"id":"2407.12164","title":"Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning","created":"2024-07-16","cited_by_count":12,"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":"2405.01356","title":"Improving Subject-Driven Image Synthesis with Subject-Agnostic Guidance","created":"2024-05-02","cited_by_count":6,"area":null},{"id":"2410.02483","title":"Event-Customized Image Generation","created":"2024-10-03","cited_by_count":3,"area":null},{"id":"2411.02066","title":"Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner Modeling","created":"2024-11-04","cited_by_count":3,"area":null},{"id":"2409.08091","title":"EZIGen: Enhancing zero-shot personalized image generation with precise subject encoding and decoupled guidance","created":"2024-09-12","cited_by_count":2,"area":null},{"id":"2409.09593","title":"One-Shot Learning for Pose-Guided Person Image Synthesis in the Wild","created":"2024-09-15","cited_by_count":2,"area":null},{"id":"2505.22360","title":"Identity-Preserving Text-to-Image Generation via Dual-Level Feature Decoupling and Expert-Guided Fusion","created":"2025-05-28","cited_by_count":2,"area":null},{"id":"2506.18493","title":"ShowFlow: From Robust Single Concept to Condition-Free Multi-Concept Generation","created":"2025-06-23","cited_by_count":2,"area":null},{"id":"2512.13672","title":"Directional Textual Inversion for Personalized Text-to-Image Generation","created":"2025-12-15","cited_by_count":2,"area":null},{"id":"2407.13219","title":"Multi-sentence Video Grounding for Long Video Generation","created":"2024-07-18","cited_by_count":1,"area":null},{"id":"2411.04571","title":"DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning","created":"2024-11-07","cited_by_count":1,"area":null},{"id":"2508.07341","title":"DCoAR: Deep Concept Injection into Unified Autoregressive Models for Personalized Text-to-Image Generation","created":"2025-08-10","cited_by_count":1,"area":null},{"id":"2510.07340","title":"SpotDiff: Spotting and Disentangling Interference in Feature Space for Subject-Preserving Image Generation","created":"2025-10-07","cited_by_count":1,"area":null},{"id":"2511.17888","title":"MINDiff: Mask-Integrated Negative Attention for Controlling Overfitting in Text-to-Image Personalization","created":"2025-11-22","cited_by_count":1,"area":null},{"id":"2512.23537","title":"AnyMS: Bottom-up Attention Decoupling for Layout-guided and Training-free Multi-subject Customization","created":"2025-12-29","cited_by_count":1,"area":null},{"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":"2506.22685","title":"Mitigating Semantic Collapse in Generative Personalization with Test-Time Embedding Adjustment","created":"2025-06-27","cited_by_count":0,"area":null},{"id":"2508.07755","title":"Comparison Reveals Commonality: Customized Image Generation through Contrastive Inversion","created":"2025-08-11","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":"2605.07257","title":"Adaptive Subspace Projection for Generative Personalization","created":"2026-05-08","cited_by_count":0,"area":null},{"id":"2606.19629","title":"RIVET: Robust Idempotent Voice Attribute Editing","created":"2026-06-17","cited_by_count":0,"area":null},{"id":"2606.22304","title":"Encoder-Decoder Manifold Alignment for Idempotent Generation","created":"2026-06-21","cited_by_count":0,"area":null},{"id":"2608.07864","title":"UniScale: Arbitrary-Scale Industrial Anomaly Generation","created":"2026-08-08","cited_by_count":0,"area":null}],"next_cursor":null}