{"total":65,"rows":[{"id":"2412.07774","title":"UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics","created":"2024-12-10","cited_by_count":102,"area":null},{"id":"2504.15009","title":"Insert Anything: Image Insertion via In-Context Editing in DiT","created":"2025-04-21","cited_by_count":61,"area":null},{"id":"2409.18071","title":"FreeEdit: Mask-free Reference-based Image Editing with Multi-modal Instruction","created":"2024-09-26","cited_by_count":36,"area":null},{"id":"2509.21278","title":"Does FLUX Already Know How to Perform Physically Plausible Image Composition?","created":"2025-09-25","cited_by_count":32,"area":null},{"id":"2506.02528","title":"RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers","created":"2025-06-03","cited_by_count":26,"area":"diffusion"},{"id":"2503.13327","title":"Edit Transfer: Learning Image Editing via Vision In-Context Relations","created":"2025-03-17","cited_by_count":23,"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":"2504.08291","title":"DreamFuse: Adaptive Image Fusion with Diffusion Transformer","created":"2025-04-11","cited_by_count":13,"area":"diffusion"},{"id":"2508.13632","title":"OmniTry: Virtual Try-On Anything without Masks","created":"2025-08-19","cited_by_count":13,"area":null},{"id":"2412.01792","title":"CTRL-D: Controllable Dynamic 3D Scene Editing with Personalized 2D Diffusion","created":"2024-12-02","cited_by_count":11,"area":null},{"id":"2508.20586","title":"FastFit: Accelerating Multi-Reference Virtual Try-On via Cacheable Diffusion Models","created":"2025-08-28","cited_by_count":11,"area":"diffusion"},{"id":"2603.22883","title":"Group Editing: Edit Multiple Images in One Go","created":"2026-03-24","cited_by_count":11,"area":null},{"id":"2502.21291","title":"MIGE: Mutually Enhanced Multimodal Instruction-Based Image Generation and Editing","created":"2025-02-28","cited_by_count":10,"area":"diffusion"},{"id":"2507.01926","title":"IC-Custom: Diverse Image Customization via In-Context Learning","created":"2025-07-02","cited_by_count":10,"area":null},{"id":"2411.19528","title":"RAGDiffusion: Faithful Cloth Generation via External Knowledge Assimilation","created":"2024-11-29","cited_by_count":9,"area":null},{"id":"2412.21079","title":"Edicho: Consistent Image Editing in the Wild","created":"2024-12-30","cited_by_count":9,"area":null},{"id":"2509.18538","title":"GeoRemover: Removing Objects and Their Causal Visual Artifacts","created":"2025-09-23","cited_by_count":9,"area":null},{"id":"2508.04825","title":"Voost: A Unified and Scalable Diffusion Transformer for Bidirectional Virtual Try-On and Try-Off","created":"2025-08-06","cited_by_count":8,"area":"diffusion"},{"id":"2505.20271","title":"In-Context Brush: Zero-shot Customized Subject Insertion with Context-Aware Latent Space Manipulation","created":"2025-05-26","cited_by_count":7,"area":"diffusion"},{"id":"2412.00306","title":"Refine-by-Align: Reference-Guided Artifacts Refinement through Semantic Alignment","created":"2024-11-30","cited_by_count":5,"area":null},{"id":"2501.09826","title":"PIXELS: Progressive Image Xemplar-based Editing with Latent Surgery","created":"2025-01-16","cited_by_count":5,"area":"diffusion"},{"id":"2411.11135","title":"Oscillation Inversion: Understand the structure of Large Flow Model through the Lens of Inversion Method","created":"2024-11-17","cited_by_count":4,"area":"diffusion"},{"id":"2503.13500","title":"Long-horizon Visual Instruction Generation with Logic and Attribute Self-reflection","created":"2025-03-12","cited_by_count":4,"area":null},{"id":"2505.19149","title":"MIND-Edit: MLLM Insight-Driven Editing via Language-Vision Projection","created":"2025-05-25","cited_by_count":4,"area":null},{"id":"2512.03046","title":"MagicQuillV2: Precise and Interactive Image Editing with Layered Visual Cues","created":"2025-12-02","cited_by_count":4,"area":"diffusion"},{"id":"2503.11290","title":"EmoAgent: A Multi-Agent Framework for Diverse Affective Image Manipulation","created":"2025-03-14","cited_by_count":3,"area":null},{"id":"2504.07405","title":"FlexIP: Dynamic Control of Preservation and Personality for Customized Image Generation","created":"2025-04-10","cited_by_count":3,"area":null},{"id":"2602.22150","title":"CoLoGen: Progressive Learning of Concept-Localization Duality for Unified Image Generation","created":"2026-02-25","cited_by_count":3,"area":null},{"id":"2407.02067","title":"Crossroads of Continents: Automated Artifact Extraction for Cultural Adaptation with Large Multimodal Models","created":"2024-07-02","cited_by_count":2,"area":"mllm"},{"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":"2411.17223","title":"DreamMix: Decoupling Object Attributes for Enhanced Editability in Customized Image Inpainting","created":"2024-11-26","cited_by_count":2,"area":"diffusion"},{"id":"2502.09164","title":"E-MD3C: Taming Masked Diffusion Transformers for Efficient Zero-Shot Object Customization","created":"2025-02-13","cited_by_count":2,"area":"diffusion"},{"id":"2504.20042","title":"CompleteMe: Reference-based Human Image Completion","created":"2025-04-28","cited_by_count":2,"area":null},{"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":"2506.18438","title":"CPAM: Context-Preserving Adaptive Manipulation for Zero-Shot Real Image Editing","created":"2025-06-23","cited_by_count":2,"area":"diffusion"},{"id":"2512.01334","title":"AlignVid: Training-Free Attention Scaling for Semantic Fidelity in Text-Guided Image-to-Video Generation","created":"2025-12-01","cited_by_count":2,"area":null},{"id":"2603.10685","title":"A$^2$-Edit: Precise Reference-Guided Image Editing of Arbitrary Objects and Ambiguous Masks","created":"2026-03-11","cited_by_count":2,"area":null},{"id":"2608.18076","title":"From Corpora to Co-Evolving Capabilities: Capability-Centric Data Design for Generalist Image Generation","created":"2026-08-18","cited_by_count":2,"area":null},{"id":"2609.10811","title":"Overpainting: Localized Context-aware Diffusion Image Editing","created":"2026-09-09","cited_by_count":2,"area":null},{"id":"2411.12832","title":"HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation","created":"2024-11-19","cited_by_count":1,"area":null},{"id":"2505.20914","title":"Geometry-Editable and Appearance-Preserving Object Compositon","created":"2025-05-27","cited_by_count":1,"area":"diffusion"},{"id":"2510.04797","title":"DiT-VTON: Diffusion Transformer Framework for Unified Multi-Category Virtual Try-On and Virtual Try-All with Integrated Image Editing","created":"2025-10-03","cited_by_count":1,"area":"diffusion"},{"id":"2511.15197","title":"Insert In Style: A Zero-Shot Generative Framework for Harmonious Cross-Domain Object Composition","created":"2025-11-19","cited_by_count":1,"area":null},{"id":"2512.17573","title":"RoomEditor++: A Parameter-Sharing Diffusion Architecture for High-Fidelity Furniture Synthesis","created":"2025-12-19","cited_by_count":1,"area":null},{"id":"2601.05572","title":"Towards Generalized Multi-Image Editing for Unified Multimodal Models","created":"2026-01-09","cited_by_count":1,"area":null},{"id":"2602.23697","title":"Towards Source-Aware Object Swapping with Initial Noise Perturbation","created":"2026-02-27","cited_by_count":1,"area":null},{"id":"2603.11618","title":"Shape-of-You: Fused Gromov-Wasserstein Optimal Transport for Semantic Correspondence in-the-Wild","created":"2026-03-12","cited_by_count":1,"area":null},{"id":"2603.22054","title":"FontCrafter: High-Fidelity Element-Driven Artistic Font Creation with Visual In-Context Generation","created":"2026-03-23","cited_by_count":1,"area":null},{"id":"2605.07455","title":"EditTransfer++: Toward Faithful and Efficient Visual-Prompt-Guided Image Editing","created":"2026-05-08","cited_by_count":1,"area":null},{"id":"2607.19341","title":"ExpertVerse: A General-Purpose Benchmark for Expert-Level Reasoning in Knowledge-Intensive Visual Synthesis","created":"2026-07-21","cited_by_count":1,"area":"lr"},{"id":"2412.14168","title":"FashionComposer: Compositional Fashion Image Generation","created":"2024-12-18","cited_by_count":0,"area":null},{"id":"2501.04325","title":"Edit as You See: Image-guided Video Editing via Masked Motion Modeling","created":"2025-01-08","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":"2506.12520","title":"Good Noise Makes Good Edits: A Training-Free Diffusion-Based Video Editing with Image and Text Prompts","created":"2025-06-14","cited_by_count":0,"area":"diffusion"},{"id":"2509.20343","title":"Efficient Encoder-Free Pose Conditioning and Pose Control for Virtual Try-On","created":"2025-09-24","cited_by_count":0,"area":null},{"id":"2512.15138","title":"Borrowing from anything: A generalizable framework for reference-guided instance editing","created":"2025-12-17","cited_by_count":0,"area":null},{"id":"2601.10714","title":"Alterbute: Editing Intrinsic Attributes of Objects in Images","created":"2026-01-15","cited_by_count":0,"area":null},{"id":"2603.08589","title":"CARE-Edit: Condition-Aware Routing of Experts for Contextual Image Editing","created":"2026-03-09","cited_by_count":0,"area":null},{"id":"2605.02892","title":"AlbumFill: Album-Guided Reasoning and Retrieval for Personalized Image Completion","created":"2026-05-04","cited_by_count":0,"area":null},{"id":"2606.07171","title":"When Recovery Matters: The Blind Spot of Surrogate Privacy in MLLM Editing","created":"2026-06-05","cited_by_count":0,"area":"mllm"},{"id":"2606.12562","title":"HairPort: In-context 3D-aware Hair Import and Transfer for Images","created":"2026-06-10","cited_by_count":0,"area":null},{"id":"2606.15158","title":"RefGC-SR$^2$: Reference-guided Super-Resolution and Refinement of AI Generated Content","created":"2026-06-13","cited_by_count":0,"area":null},{"id":"2606.27332","title":"RoPEMover: Depth-Aware Object Relocation via Positional Embeddings","created":"2026-06-25","cited_by_count":0,"area":null},{"id":"2607.19344","title":"Appearance Pointers -- Multimodal Region Control of Diffusion Transformers","created":"2026-07-21","cited_by_count":0,"area":"diffusion"},{"id":"2610.20603","title":"CommerceGen-Studio: An End-to-End Framework for Commercial-Grade Main-Image Generation","created":"2026-10-14","cited_by_count":0,"area":null}],"next_cursor":null}