{"total":74,"rows":[{"id":"2504.12626","title":"Frame Context Packing and Drift Prevention in Next-Frame-Prediction Video Diffusion Models","created":"2025-04-17","cited_by_count":143,"area":"diffusion"},{"id":"2503.10589","title":"Long Context Tuning for Video Generation","created":"2025-03-13","cited_by_count":113,"area":"diffusion"},{"id":"2503.05639","title":"VideoPainter: Any-length Video Inpainting and Editing with Plug-and-Play Context Control","created":"2025-03-07","cited_by_count":84,"area":null},{"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":"2602.08794","title":"MOVA: Towards Scalable and Synchronized Video-Audio Generation","created":"2026-02-09","cited_by_count":43,"area":null},{"id":"2506.01943","title":"Learning Video Generation for Robotic Manipulation with Collaborative Trajectory Control","created":"2025-06-02","cited_by_count":34,"area":"diffusion"},{"id":"2506.17220","title":"Emergent Temporal Correspondences from Video Diffusion Transformers","created":"2025-06-20","cited_by_count":31,"area":"diffusion"},{"id":"2508.11484","title":"CineTrans: Learning to Generate Videos with Cinematic Transitions via Masked Diffusion Models","created":"2025-08-15","cited_by_count":29,"area":"diffusion"},{"id":"2503.07602","title":"DreamRelation: Relation-Centric Video Customization","created":"2025-03-10","cited_by_count":23,"area":null},{"id":"2508.03694","title":"LongVie: Multimodal-Guided Controllable Ultra-Long Video Generation","created":"2025-08-05","cited_by_count":22,"area":null},{"id":"2507.00162","title":"FreeLong++: Training-Free Long Video Generation via Multi-band SpectralFusion","created":"2025-06-30","cited_by_count":17,"area":null},{"id":"2505.17550","title":"T2VUnlearning: A Concept Erasing Method for Text-to-Video Diffusion Models","created":"2025-05-23","cited_by_count":16,"area":"diffusion"},{"id":"2506.08003","title":"Audio-Sync Video Generation with Multi-Stream Temporal Control","created":"2025-06-09","cited_by_count":15,"area":null},{"id":"2603.06408","title":"Physical Simulator In-the-Loop Video Generation","created":"2026-03-06","cited_by_count":14,"area":"diffusion"},{"id":"2503.16400","title":"ScalingNoise: Scaling Inference-Time Search for Generating Infinite Videos","created":"2025-03-20","cited_by_count":12,"area":"diffusion"},{"id":"2511.20123","title":"UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformers","created":"2025-11-25","cited_by_count":12,"area":"diffusion"},{"id":"2512.11715","title":"EditMGT: Unleashing Potentials of Masked Generative Transformers in Image Editing","created":"2025-12-12","cited_by_count":12,"area":"diffusion"},{"id":"2508.06080","title":"DreamVE: Unified Instruction-based Image and Video Editing","created":"2025-08-08","cited_by_count":11,"area":null},{"id":"2512.11274","title":"FilmWeaver: Weaving Consistent Multi-Shot Videos with Cache-Guided Autoregressive Diffusion","created":"2025-12-12","cited_by_count":10,"area":null},{"id":"2508.05091","title":"PoseGen: In-Context LoRA Finetuning for Pose-Controllable Long Human Video Generation","created":"2025-08-07","cited_by_count":9,"area":null},{"id":"2606.01399","title":"PAI-Studio: Cinematic Video Background Replacement with Camera-Aware Motion","created":"2026-05-31","cited_by_count":8,"area":null},{"id":"2503.21246","title":"DynamiCtrl: Rethinking the Basic Structure and the Role of Text for High-quality Human Image Animation","created":"2025-03-27","cited_by_count":7,"area":"diffusion"},{"id":"2510.26412","title":"LoCoT2V-Bench: Benchmarking Long-Form and Complex Text-to-Video Generation","created":"2025-10-30","cited_by_count":7,"area":null},{"id":"2503.08605","title":"Tuning-Free Multi-Event Long Video Generation via Synchronized Coupled Sampling","created":"2025-03-11","cited_by_count":6,"area":"diffusion"},{"id":"2506.19840","title":"GenHSI: Controllable Generation of Human-Scene Interaction Videos","created":"2025-06-24","cited_by_count":6,"area":"diffusion"},{"id":"2507.01945","title":"LongAnimation: Long Animation Generation with Dynamic Global-Local Memory","created":"2025-07-02","cited_by_count":6,"area":null},{"id":"2510.17803","title":"ConsistEdit: Highly Consistent and Precise Training-free Visual Editing","created":"2025-10-20","cited_by_count":6,"area":null},{"id":"2512.22118","title":"ProEdit: Inversion-based Editing From Prompts Done Right","created":"2025-12-26","cited_by_count":6,"area":null},{"id":"2602.22785","title":"SceneTransporter: Optimal Transport-Guided Compositional Latent Diffusion for Single-Image Structured 3D Scene Generation","created":"2026-02-26","cited_by_count":6,"area":"diffusion"},{"id":"2603.26285","title":"PhysVid: Physics Aware Local Conditioning for Generative Video Models","created":"2026-03-27","cited_by_count":6,"area":null},{"id":"2604.10030","title":"Prompt Relay: Inference-Time Temporal Control for Multi-Event Video Generation","created":"2026-04-11","cited_by_count":6,"area":"diffusion"},{"id":"2508.09131","title":"Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer","created":"2025-08-12","cited_by_count":5,"area":"diffusion"},{"id":"2510.08555","title":"VideoCanvas: Unified Video Completion from Arbitrary Spatiotemporal Patches via In-Context Conditioning","created":"2025-10-09","cited_by_count":5,"area":null},{"id":"2603.28489","title":"Video Generation Models as World Models: Efficient Paradigms, Architectures and Algorithms","created":"2026-03-30","cited_by_count":5,"area":"wm"},{"id":"2604.12251","title":"ArtifactWorld: Scaling 3D Gaussian Splatting Artifact Restoration via Video Generation Models","created":"2026-04-14","cited_by_count":5,"area":null},{"id":"2504.03738","title":"Attention in Diffusion Model: A Survey","created":"2025-04-01","cited_by_count":4,"area":"diffusion"},{"id":"2509.12203","title":"LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence","created":"2025-09-15","cited_by_count":4,"area":"diffusion"},{"id":"2510.07310","title":"MATRIX: Mask Track Alignment for Interaction-aware Video Generation","created":"2025-10-08","cited_by_count":4,"area":null},{"id":"2602.23956","title":"SwitchCraft: Training-Free Multi-Event Video Generation with Attention Controls","created":"2026-02-27","cited_by_count":4,"area":"diffusion"},{"id":"2604.19473","title":"TS-Attn: Temporal-wise Separable Attention for Multi-Event Video Generation","created":"2026-04-21","cited_by_count":4,"area":null},{"id":"2505.14167","title":"LMP: Leveraging Motion Prior in Zero-Shot Video Generation with Diffusion Transformer","created":"2025-05-20","cited_by_count":3,"area":"diffusion"},{"id":"2512.05103","title":"TV2TV: A Unified Framework for Interleaved Language and Video Generation","created":"2025-12-04","cited_by_count":3,"area":null},{"id":"2512.12375","title":"V-Warper: Appearance-Consistent Video Diffusion Personalization via Value Warping","created":"2025-12-13","cited_by_count":3,"area":"diffusion"},{"id":"2605.10543","title":"TIE: Time Interval Encoding for Video Generation over Events","created":"2026-05-11","cited_by_count":3,"area":null},{"id":"2503.09926","title":"VideoMerge: Towards Training-free Long Video Generation","created":"2025-03-13","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":"2512.14423","title":"The Devil is in Attention Sharing: Improving Complex Non-rigid Image Editing Faithfulness via Attention Synergy","created":"2025-12-16","cited_by_count":2,"area":"diffusion"},{"id":"2603.06688","title":"Narrative Weaver: Towards Controllable Long-Range Visual Consistency with Multi-Modal Conditioning","created":"2026-03-04","cited_by_count":2,"area":null},{"id":"2605.14382","title":"Delta Forcing: Trust Region Steering for Interactive Autoregressive Video Generation","created":"2026-05-14","cited_by_count":2,"area":"wm"},{"id":"2605.21466","title":"StreamEdit: Training-Free Video Editing via Few-Step Streaming Video Generation","created":"2026-05-20","cited_by_count":2,"area":null},{"id":"2605.31590","title":"TunerDiT: Training-free Progressive Steering of Diffusion Transformer for Multi-Event Video Generation","created":"2026-05-29","cited_by_count":2,"area":"diffusion"},{"id":"2509.21086","title":"UniTransfer: Video Concept Transfer via Progressive Spatial and Timestep Decomposition","created":"2025-09-25","cited_by_count":1,"area":null},{"id":"2511.03272","title":"Unified Long Video Inpainting and Outpainting via Overlapping High-Order Co-Denoising","created":"2025-11-05","cited_by_count":1,"area":"diffusion"},{"id":"2511.12099","title":"Adaptive Begin-of-Video Tokens for Autoregressive Video Diffusion Models","created":"2025-11-15","cited_by_count":1,"area":"diffusion"},{"id":"2512.21276","title":"GriDiT: Factorized Grid-Based Diffusion for Efficient Long Image Sequence Generation","created":"2025-12-24","cited_by_count":1,"area":null},{"id":"2606.15186","title":"FreeSonic: Training-Free Temporal-Aware Decoupled Attention for Precise Audio Editing","created":"2026-06-13","cited_by_count":1,"area":null},{"id":"2503.14428","title":"Comp-Attn: Present-and-Align Attention for Compositional Video Generation","created":"2025-03-18","cited_by_count":0,"area":null},{"id":"2509.00052","title":"Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation","created":"2025-08-25","cited_by_count":0,"area":null},{"id":"2510.21461","title":"Enhancing Video Inpainting with Aligned Frame Interval Guidance","created":"2025-10-24","cited_by_count":0,"area":null},{"id":"2603.02883","title":"SemanticDialect: Semantic-Aware Mixed-Format Quantization for Video Diffusion Transformers","created":"2026-03-03","cited_by_count":0,"area":"diffusion"},{"id":"2603.03882","title":"UniSync: Towards Generalizable and High-Fidelity Lip Synchronization for Challenging Scenarios","created":"2026-03-04","cited_by_count":0,"area":null},{"id":"2603.07561","title":"PureCC: Pure Learning for Text-to-Image Concept Customization","created":"2026-03-08","cited_by_count":0,"area":null},{"id":"2603.09657","title":"When to Lock Attention: Training-Free KV Control in Video Diffusion","created":"2026-03-10","cited_by_count":0,"area":"diffusion"},{"id":"2603.10210","title":"Delta-K: Boosting Multi-Instance Generation via Cross-Attention Augmentation","created":"2026-03-10","cited_by_count":0,"area":"diffusion"},{"id":"2604.00853","title":"MotionGrounder: Grounded Multi-Object Motion Transfer via Diffusion Transformer","created":"2026-04-01","cited_by_count":0,"area":"diffusion"},{"id":"2604.08546","title":"When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models","created":"2026-04-09","cited_by_count":0,"area":"diffusion"},{"id":"2604.10074","title":"Transformers Learn the Optimal DDPM Denoiser for Multi-Token GMMs","created":"2026-04-11","cited_by_count":0,"area":"diffusion"},{"id":"2605.22996","title":"CoMoGen: COntrollable MOtion Dynamics and Interactions with Mask-Guided Video GENeration","created":"2026-05-21","cited_by_count":0,"area":null},{"id":"2607.11081","title":"Controlling Motion Transfer in Diffusion Transformers via Attention Heads","created":"2026-07-13","cited_by_count":0,"area":"diffusion"},{"id":"2607.11644","title":"Motion4Motion: Motion Transfer Across Subjects at Inference","created":"2026-07-13","cited_by_count":0,"area":null},{"id":"2607.26706","title":"TPD: Temporal Prior Decoupling for Text-to-Video Diffusion Models","created":"2026-07-29","cited_by_count":0,"area":"diffusion"},{"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":"2609.38691","title":"No Corners Cut: State-Grounded Transitions for Mid-Stream Prompt Switches in Video Generation","created":"2026-09-30","cited_by_count":0,"area":null},{"id":"2610.17829","title":"QK-Edit: Revisiting Attention-based Injection in MM-DiT for Image and Video Editing","created":"2026-10-13","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}