{"total":57,"rows":[{"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":"2601.15282","title":"Rethinking Video Generation Model for the Embodied World","created":"2026-01-21","cited_by_count":33,"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":"2603.24458","title":"OmniWeaving: Towards Unified Video Generation with Free-form Composition and Reasoning","created":"2026-03-25","cited_by_count":27,"area":null},{"id":"2601.02358","title":"VINO: A Unified Visual Generator with Interleaved OmniModal Context","created":"2026-01-05","cited_by_count":26,"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":"2512.17650","title":"Region-Constraint In-Context Generation for Instructional Video Editing","created":"2025-12-19","cited_by_count":23,"area":null},{"id":"2602.23969","title":"MSVBench: Towards Human-Level Evaluation of Multi-Shot Video Generation","created":"2026-02-27","cited_by_count":12,"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":"2603.25743","title":"RefAlign: Representation Alignment for Reference-to-Video Generation","created":"2026-03-26","cited_by_count":10,"area":null},{"id":"2605.20183","title":"MSAVBench: Towards Comprehensive and Reliable Evaluation of Multi-Shot Audio-Video Generation","created":"2026-05-19","cited_by_count":10,"area":null},{"id":"2510.14847","title":"ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints","created":"2025-10-16","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":"2604.11804","title":"OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generation","created":"2026-04-13","cited_by_count":8,"area":null},{"id":"2509.24979","title":"Video Generation with Stable Transparency via Shiftable RGB-A Distribution Learner","created":"2025-09-29","cited_by_count":7,"area":null},{"id":"2512.07831","title":"UnityVideo: Unified Multi-Modal Multi-Task Learning for Enhancing World-Aware Video Generation","created":"2025-12-08","cited_by_count":7,"area":null},{"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":"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":"2512.22310","title":"MoFu: Scale-Aware Modulation and Fourier Fusion for Multi-Subject Video Generation","created":"2025-12-26","cited_by_count":6,"area":null},{"id":"2605.15199","title":"EntityBench: Towards Entity-Consistent Long-Range Multi-Shot Video Generation","created":"2026-05-14","cited_by_count":6,"area":null},{"id":"2606.09639","title":"CineDance: Towards Next-Generation Multi-Shot Long-Form Cinematic Audio-Video Generation","created":"2026-06-08","cited_by_count":6,"area":null},{"id":"2607.14189","title":"MultiRef-Compass: Towards Comprehensive Evaluation of Multi-Reference-to-Audio-Video Generation","created":"2026-07-15","cited_by_count":6,"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":"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":"2512.08294","title":"OpenSubject: Leveraging Video-Derived Identity and Diversity Priors for Subject-driven Image Generation and Manipulation","created":"2025-12-09","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":"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":"2603.21299","title":"Identity-Consistent Video Generation under Large Facial-Angle Variations","created":"2026-03-22","cited_by_count":3,"area":null},{"id":"2604.01693","title":"From Understanding to Erasing: Towards Complete and Stable Video Object Removal","created":"2026-04-02","cited_by_count":3,"area":null},{"id":"2604.03738","title":"Rethinking Position Embedding as a Context Controller for Multi-Reference and Multi-Shot Video Generation","created":"2026-04-04","cited_by_count":3,"area":null},{"id":"2512.13015","title":"What Happens Next? Next Scene Prediction with a Unified Video Model","created":"2025-12-15","cited_by_count":2,"area":null},{"id":"2605.17488","title":"Omni-Customizer: End-to-End MultiModal Customization for Joint Audio-Video Generation","created":"2026-05-17","cited_by_count":2,"area":null},{"id":"2607.04311","title":"Aura: Consistent Multi-Subject Video Generation via VLM-Grounded Semantic Alignment","created":"2026-07-05","cited_by_count":2,"area":null},{"id":"2512.01686","title":"DreamingComics: A Story Visualization Pipeline via Subject and Layout Customized Generation using Video Models","created":"2025-12-01","cited_by_count":1,"area":null},{"id":"2512.09814","title":"Dynamic Image Prompt Adapter for Scalable Zero-shot Personalized Text-to-Image Generation","created":"2025-12-10","cited_by_count":1,"area":null},{"id":"2604.17021","title":"LIVE: Leveraging Image Manipulation Priors for Instruction-based Video Editing","created":"2026-04-18","cited_by_count":1,"area":null},{"id":"2606.10839","title":"HarmoView: Harmonizing Multi-View Constraints for Identity-Consistent Video Generation","created":"2026-06-09","cited_by_count":1,"area":null},{"id":"2606.26058","title":"DomainShuttle: Freeform Open Domain Subject-driven Text-to-video Generation","created":"2026-06-24","cited_by_count":1,"area":null},{"id":"2607.18217","title":"HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enhancement","created":"2026-07-20","cited_by_count":1,"area":null},{"id":"2608.17426","title":"SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation","created":"2026-08-18","cited_by_count":1,"area":null},{"id":"2603.09883","title":"DISPLAY: Directable Human-Object Interaction Video Generation via Sparse Motion Guidance and Multi-Task Auxiliary","created":"2026-03-10","cited_by_count":0,"area":null},{"id":"2604.01043","title":"ONE-SHOT: Compositional Human-Environment Video Synthesis via Spatial-Decoupled Motion Injection and Hybrid Context Integration","created":"2026-04-01","cited_by_count":0,"area":null},{"id":"2605.26628","title":"Tail-Aware HiFloat4: W4A4 Post-Training Quantization for Wan2.2","created":"2026-05-26","cited_by_count":0,"area":null},{"id":"2607.20247","title":"Vera: Identity-Faithful Human Subject-to-Video Generation","created":"2026-07-22","cited_by_count":0,"area":null},{"id":"2607.28509","title":"RefCaptioner: Multi-Reference Image-Grounded Video Captioning","created":"2026-07-30","cited_by_count":0,"area":null},{"id":"2608.14740","title":"From Dense Prediction to Visual Editing: Structured Supervision for Unified Image and Video Creation","created":"2026-08-13","cited_by_count":0,"area":null},{"id":"2608.26101","title":"RefVideo-6M: A Reliable Reference-Based Dataset for Instructional Video Editing","created":"2026-08-26","cited_by_count":0,"area":null},{"id":"2609.00646","title":"DramaChain Bench: An End-to-End Benchmark for Short-Drama Generation","created":"2026-09-01","cited_by_count":0,"area":null},{"id":"2609.11507","title":"Harnessing Intrinsic Subject-Aware Attention for Controllable Multi-Subject Video Generation","created":"2026-09-10","cited_by_count":0,"area":null},{"id":"2609.13264","title":"BEACON: Behavior and Appearance Control for Subject-Specific Video Generation","created":"2026-09-07","cited_by_count":0,"area":null},{"id":"2609.22069","title":"OmniVBench: A Benchmark and Large-Scale Dataset for Omni Reference-to-Video Generation","created":"2026-09-18","cited_by_count":0,"area":null},{"id":"2609.34843","title":"ORAV: Benchmarking Audio-Video Generation from Multimodal Contexts","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2610.11023","title":"Expression-Diverse References for Identity-Preserving Video Generation","created":"2026-10-08","cited_by_count":0,"area":null},{"id":"2610.11736","title":"Towards Unified Evaluation of Prompt Enhancers for Video Generation","created":"2026-10-08","cited_by_count":0,"area":null}],"next_cursor":null}