{"total":158,"rows":[{"id":"2503.07598","title":"VACE: All-in-One Video Creation and Editing","created":"2025-03-10","cited_by_count":479,"area":"diffusion"},{"id":"2505.20275","title":"ImgEdit: A Unified Image Editing Dataset and Benchmark","created":"2025-05-26","cited_by_count":231,"area":"mllm"},{"id":"2501.03847","title":"Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control","created":"2025-01-07","cited_by_count":185,"area":"diffusion"},{"id":"2502.11079","title":"Phantom: Subject-consistent video generation via cross-modal alignment","created":"2025-02-16","cited_by_count":129,"area":null},{"id":"2507.16869","title":"Controllable Video Generation: A Survey","created":"2025-07-22","cited_by_count":98,"area":null},{"id":"2505.04512","title":"HunyuanCustom: A Multimodal-Driven Architecture for Customized Video Generation","created":"2025-05-07","cited_by_count":87,"area":null},{"id":"2504.04842","title":"FantasyTalking: Realistic Talking Portrait Generation via Coherent Motion Synthesis","created":"2025-04-07","cited_by_count":77,"area":null},{"id":"2504.02436","title":"SkyReels-A2: Compose Anything in Video Diffusion Transformers","created":"2025-04-03","cited_by_count":73,"area":"diffusion"},{"id":"2505.20292","title":"OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation","created":"2025-05-26","cited_by_count":73,"area":null},{"id":"2506.03147","title":"UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation","created":"2025-06-03","cited_by_count":66,"area":null},{"id":"2603.04379","title":"Helios: Real Real-Time Long Video Generation Model","created":"2026-03-04","cited_by_count":65,"area":null},{"id":"2506.04590","title":"Follow-Your-Creation: Empowering 4D Creation through Video Inpainting","created":"2025-06-05","cited_by_count":62,"area":null},{"id":"2503.19907","title":"FullDiT: Multi-Task Video Generative Foundation Model with Full Attention","created":"2025-03-25","cited_by_count":47,"area":null},{"id":"2509.08519","title":"HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning","created":"2025-09-10","cited_by_count":47,"area":null},{"id":"2503.15138","title":"VideoGen-of-Thought: Step-by-step generating multi-shot video with minimal manual intervention","created":"2025-03-19","cited_by_count":36,"area":null},{"id":"2501.03931","title":"MagicMirror: ID-Preserved Video Generation in Video Diffusion Transformers","created":"2025-01-07","cited_by_count":34,"area":"diffusion"},{"id":"2506.15838","title":"EchoShot: Multi-Shot Portrait Video Generation","created":"2025-06-16","cited_by_count":29,"area":"diffusion"},{"id":"2503.14151","title":"Concat-ID: Towards Universal Identity-Preserving Video Synthesis","created":"2025-03-18","cited_by_count":28,"area":null},{"id":"2508.07901","title":"Stand-In: A Lightweight and Plug-and-Play Identity Control for Video Generation","created":"2025-08-11","cited_by_count":28,"area":null},{"id":"2508.07981","title":"Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation","created":"2025-08-11","cited_by_count":27,"area":null},{"id":"2503.07602","title":"DreamRelation: Relation-Centric Video Customization","created":"2025-03-10","cited_by_count":23,"area":null},{"id":"2505.23742","title":"MAGREF: Masked Guidance for Any-Reference Video Generation with Subject Disentanglement","created":"2025-05-29","cited_by_count":23,"area":null},{"id":"2510.00438","title":"BindWeave: Subject-Consistent Video Generation via Cross-Modal Integration","created":"2025-10-01","cited_by_count":23,"area":"diffusion"},{"id":"2506.10568","title":"DreamActor-H1: High-Fidelity Human-Product Demonstration Video Generation via Motion-designed Diffusion Transformers","created":"2025-06-12","cited_by_count":22,"area":"diffusion"},{"id":"2506.09984","title":"InterActHuman: Multi-Concept Human Animation with Layout-Aligned Audio Conditions","created":"2025-06-11","cited_by_count":20,"area":null},{"id":"2602.12160","title":"DreamID-Omni: Unified Framework for Controllable Human-Centric Audio-Video Generation","created":"2026-02-12","cited_by_count":20,"area":null},{"id":"2503.10391","title":"CINEMA: Coherent Multi-Subject Video Generation via MLLM-Based Guidance","created":"2025-03-13","cited_by_count":19,"area":"diffusion"},{"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":"2506.07848","title":"PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement","created":"2025-06-09","cited_by_count":16,"area":null},{"id":"2504.16081","title":"Survey of Video Diffusion Models: Foundations, Implementations, and Applications","created":"2025-04-22","cited_by_count":14,"area":"diffusion"},{"id":"2501.01790","title":"Ingredients: Blending Custom Photos with Video Diffusion Transformers","created":"2025-01-03","cited_by_count":13,"area":"diffusion"},{"id":"2503.17069","title":"PVChat: Personalized Video Chat with One-Shot Learning","created":"2025-03-21","cited_by_count":13,"area":null},{"id":"2507.12956","title":"FantasyPortrait: Enhancing Multi-Character Portrait Animation with Expression-Augmented Diffusion Transformers","created":"2025-07-17","cited_by_count":13,"area":"diffusion"},{"id":"2509.23958","title":"Reinforcement Learning with Inverse Rewards for World Model Post-training","created":"2025-09-28","cited_by_count":13,"area":"wm"},{"id":"2501.13452","title":"EchoVideo: Identity-Preserving Human Video Generation by Multimodal Feature Fusion","created":"2025-01-23","cited_by_count":12,"area":null},{"id":"2503.16400","title":"ScalingNoise: Scaling Inference-Time Search for Generating Infinite Videos","created":"2025-03-20","cited_by_count":12,"area":"diffusion"},{"id":"2507.05963","title":"Tora2: Motion and Appearance Customized Diffusion Transformer for Multi-Entity Video Generation","created":"2025-07-08","cited_by_count":12,"area":"diffusion"},{"id":"2511.15700","title":"First Frame Is the Place to Go for Video Content Customization","created":"2025-11-19","cited_by_count":12,"area":null},{"id":"2504.07198","title":"Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning","created":"2025-04-09","cited_by_count":11,"area":null},{"id":"2503.16948","title":"Follow-Your-Color: Multi-Instance Sketch Colorization","created":"2025-03-21","cited_by_count":10,"area":null},{"id":"2503.24379","title":"Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation","created":"2025-03-31","cited_by_count":10,"area":null},{"id":"2505.21491","title":"Frame In-N-Out: Unbounded Controllable Image-to-Video Generation","created":"2025-05-27","cited_by_count":10,"area":null},{"id":"2510.14256","title":"Identity-GRPO: Optimizing Multi-Human Identity-preserving Video Generation via Reinforcement Learning","created":"2025-10-16","cited_by_count":10,"area":null},{"id":"2511.18719","title":"Seeing What Matters: Visual Preference Policy Optimization for Visual Generation","created":"2025-11-24","cited_by_count":10,"area":"lr"},{"id":"2603.25743","title":"RefAlign: Representation Alignment for Reference-to-Video Generation","created":"2026-03-26","cited_by_count":10,"area":null},{"id":"2506.01061","title":"AceVFI: A Comprehensive Survey of Advances in Video Frame Interpolation","created":"2025-06-01","cited_by_count":9,"area":null},{"id":"2509.06723","title":"Zo3T: Zero-Shot 3D-Aware Trajectory-Guided Image-to-Video Generation via Test-Time Training","created":"2025-09-08","cited_by_count":9,"area":null},{"id":"2509.15496","title":"Lynx: Towards High-Fidelity Personalized Video Generation","created":"2025-09-19","cited_by_count":9,"area":null},{"id":"2511.20462","title":"STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flows","created":"2025-11-25","cited_by_count":9,"area":null},{"id":"2512.06905","title":"Scaling Zero-Shot Reference-to-Video Generation","created":"2025-12-07","cited_by_count":9,"area":null},{"id":"2604.23789","title":"MuSS: A Large-Scale Dataset and Cinematic Narrative Benchmark for Multi-Shot Subject-to-Video Generation","created":"2026-04-26","cited_by_count":9,"area":null},{"id":"2506.23690","title":"SynMotion: Semantic-Visual Adaptation for Motion Customized Video Generation","created":"2025-06-30","cited_by_count":8,"area":"diffusion"},{"id":"2509.01362","title":"Identity-Preserving Text-to-Video Generation via Training-Free Prompt, Image, and Guidance Enhancement","created":"2025-09-01","cited_by_count":8,"area":null},{"id":"2510.14255","title":"Identity-Preserving Image-to-Video Generation via Reward-Guided Optimization","created":"2025-10-16","cited_by_count":8,"area":"diffusion"},{"id":"2604.11244","title":"Script-a-Video: Deep Structured Audio-visual Captions via Factorized Streams and Relational Grounding","created":"2026-04-13","cited_by_count":8,"area":"mllm"},{"id":"2604.11804","title":"OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generation","created":"2026-04-13","cited_by_count":8,"area":null},{"id":"2511.19229","title":"Learning Plug-and-play Memory for Guiding Video Diffusion Models","created":"2025-11-24","cited_by_count":7,"area":"diffusion"},{"id":"2604.06339","title":"Evolution of Video Generative Foundations","created":"2026-04-07","cited_by_count":7,"area":"wm"},{"id":"2606.11670","title":"ARGUS: Stacked Multi-View Identity Mosaic Injection for Subject-Preserving Video Generation","created":"2026-06-10","cited_by_count":7,"area":null},{"id":"2412.02259","title":"VideoGen-of-Thought: Step-by-step generating multi-shot video with minimal manual intervention","created":"2024-12-03","cited_by_count":6,"area":null},{"id":"2506.19833","title":"Bind-Your-Avatar: Multi-Talking-Character Video Generation with Dynamic 3D-mask-based Embedding Router","created":"2025-06-24","cited_by_count":6,"area":null},{"id":"2506.23729","title":"Proteus-ID: ID-Consistent and Motion-Coherent Video Customization","created":"2025-06-30","cited_by_count":6,"area":null},{"id":"2511.00511","title":"ID-Crafter: VLM-Grounded Online RL for Compositional Multi-Subject Video Generation","created":"2025-11-01","cited_by_count":6,"area":null},{"id":"2512.05094","title":"From Generated Human Videos to Physically Plausible Robot Trajectories","created":"2025-12-04","cited_by_count":6,"area":null},{"id":"2512.22310","title":"MoFu: Scale-Aware Modulation and Fourier Fusion for Multi-Subject Video Generation","created":"2025-12-26","cited_by_count":6,"area":null},{"id":"2601.14250","title":"OmniTransfer: All-in-one Framework for Spatio-temporal Video Transfer","created":"2026-01-20","cited_by_count":6,"area":null},{"id":"2603.20192","title":"LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation","created":"2026-03-20","cited_by_count":6,"area":"diffusion"},{"id":"2605.01517","title":"VAnim: Rendering-Aware Sparse State Modeling for Structure-Preserving Vector Animation","created":"2026-05-02","cited_by_count":6,"area":null},{"id":"2605.15199","title":"EntityBench: Towards Entity-Consistent Long-Range Multi-Shot Video Generation","created":"2026-05-14","cited_by_count":6,"area":null},{"id":"2512.07328","title":"ContextAnyone: Context-Aware Diffusion for Character-Consistent Text-to-Video Generation","created":"2025-12-08","cited_by_count":5,"area":null},{"id":"2605.15824","title":"FashionChameleon: Towards Real-Time and Interactive Human-Garment Video Customization","created":"2026-05-15","cited_by_count":5,"area":null},{"id":"2607.13336","title":"Delving into the Temporal Challenges of Unified Video Protection Against Image-to-Video and Fine-Tuning-based Customization","created":"2026-07-14","cited_by_count":5,"area":null},{"id":"2507.04705","title":"Identity-Preserving Text-to-Video Generation Guided by Simple yet Effective Spatial-Temporal Decoupled Representations","created":"2025-07-07","cited_by_count":4,"area":null},{"id":"2507.19924","title":"HumanSAM: Classifying Human-centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly","created":"2025-07-26","cited_by_count":4,"area":null},{"id":"2508.17404","title":"MoSA: Motion-Coherent Human Video Generation via Structure-Appearance Decoupling","created":"2025-08-24","cited_by_count":4,"area":null},{"id":"2509.25187","title":"FlashI2V: Fourier-Guided Latent Shifting Prevents Conditional Image Leakage in Image-to-Video Generation","created":"2025-09-29","cited_by_count":4,"area":null},{"id":"2512.10652","title":"TriDF: Evaluating Perception, Detection, and Hallucination for Interpretable DeepFake Detection","created":"2025-12-11","cited_by_count":4,"area":null},{"id":"2512.22536","title":"CoAgent: Collaborative Planning and Consistency Agent for Coherent Video Generation","created":"2025-12-27","cited_by_count":4,"area":null},{"id":"2601.01352","title":"Slot-ID: Identity-Preserving Video Generation from Reference Videos via Slot-Based Temporal Identity Encoding","created":"2026-01-04","cited_by_count":4,"area":null},{"id":"2603.00586","title":"WildActor: Unconstrained Identity-Preserving Video Generation","created":"2026-02-28","cited_by_count":4,"area":null},{"id":"2603.12257","title":"DreamVideo-Omni: Omni-Motion Controlled Multi-Subject Video Customization with Latent Identity Reinforcement Learning","created":"2026-03-12","cited_by_count":4,"area":"diffusion"},{"id":"2604.05489","title":"SCMAPR: Self-Correcting Multi-Agent Prompt Refinement for Complex-Scenario Text-to-Video Generation","created":"2026-04-07","cited_by_count":4,"area":"diffusion"},{"id":"2604.19679","title":"MMControl: Unified Multi-Modal Control for Joint Audio-Video Generation","created":"2026-04-21","cited_by_count":4,"area":"diffusion"},{"id":"2605.10079","title":"SocialDirector: Training-Free Social Interaction Control for Multi-Person Video Generation","created":"2026-05-11","cited_by_count":4,"area":null},{"id":"2412.07750","title":"Motion by Queries: Identity-Motion Trade-offs in Text-to-Video Generation","created":"2024-12-10","cited_by_count":3,"area":"diffusion"},{"id":"2508.07603","title":"LaVieID: Local Autoregressive Diffusion Transformers for Identity-Preserving Video Creation","created":"2025-08-11","cited_by_count":3,"area":"diffusion"},{"id":"2508.11255","title":"FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation","created":"2025-08-15","cited_by_count":3,"area":"alignment"},{"id":"2511.05573","title":"Video Text Preservation with Synthetic Text-Rich Videos","created":"2025-11-04","cited_by_count":3,"area":"diffusion"},{"id":"2511.23146","title":"InstanceV: Instance-Level Video Generation","created":"2025-11-28","cited_by_count":3,"area":"diffusion"},{"id":"2512.16360","title":"EverybodyDance: Bipartite Graph-Based Identity Correspondence for Multi-Character Animation","created":"2025-12-18","cited_by_count":3,"area":null},{"id":"2601.07833","title":"Tuning-free Visual Effect Transfer across Videos","created":"2026-01-12","cited_by_count":3,"area":null},{"id":"2602.12304","title":"OmniCustom: Sync Audio-Video Customization Via Joint Audio-Video Generation Model","created":"2026-02-12","cited_by_count":3,"area":null},{"id":"2608.23664","title":"Scaling Reinforcement Learning for Diffusion Models via Velocity Matching","created":"2026-08-24","cited_by_count":3,"area":"diffusion"},{"id":"2504.17816","title":"Learning Zero-Shot Subject-Driven Video Generation Using 1% Compute","created":"2025-04-23","cited_by_count":2,"area":null},{"id":"2505.14741","title":"Communication-Efficient Diffusion Denoising Parallelization via Reuse-then-Predict Mechanism","created":"2025-05-20","cited_by_count":2,"area":"diffusion"},{"id":"2506.01004","title":"MoCA-Video: Motion-Aware Concept Alignment for Consistent Video Editing","created":"2025-06-01","cited_by_count":2,"area":null},{"id":"2508.03457","title":"READ: Real-time and Efficient Asynchronous Diffusion for Audio-driven Talking Head Generation","created":"2025-08-05","cited_by_count":2,"area":"diffusion"},{"id":"2601.22127","title":"EditYourself: Audio-Driven Generation and Manipulation of Talking Head Videos with Diffusion Transformers","created":"2026-01-29","cited_by_count":2,"area":"diffusion"},{"id":"2603.12864","title":"Composing Driving Worlds through Disentangled Control for Adversarial Scenario Generation","created":"2026-03-13","cited_by_count":2,"area":"driving"},{"id":"2603.13506","title":"LibraGen: Playing a Balance Game in Subject-Driven Video Generation","created":"2026-03-13","cited_by_count":2,"area":"alignment"}],"next_cursor":"100"}