Trajectory-Guided Video Generation

Latest papers

CardsList

26 papers12 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

  1. MotionCore: A Latent Neural Simulator for Video Generation with Rigid-Body Dynamics

    Nov 6, 2026Zheng Wang, Zhengwei Gong, Yuanzhi Liang +1Physical Consistency in Video GenerationTrajectory-Guided Video Generation

  2. CounterSketch: Physics-Grounded Counterfactual Reasoning for Sketch-to-Video Generation

    Nov 3, 2026Hien Trinh, Tan-Hiep To, Dinh-Khoi Vo +3Video GenerationPhysical Reasoning in Video

  3. IMPACT: Image-Conditioned Motion with Physics-Aware Collision and Trajectory Guidance for Video Generation

    Nov 1, 2026Shiwei Yang, Yunlong Yu, Zhao Wang +1Physical Consistency in Video GenerationImage-to-Video Generation

  4. UniCaMo: Unified Camera and Motion Control for Video Diffusion Models

    Oct 31, 2026Long Vu, Tan Ngo, Animesh Karnewar +5Controllable Video GenerationCamera-Controlled Video Generation

  5. Seeing the Unseen: Unified Visible--Invisible Motion for Physically Consistent Video Generation

    Oct 30, 2026Mingyang Bao, Fangda Ye, Xihao Chen +3Physical Consistency in Video GenerationTrajectory-Guided Video Generation

  6. WorldForge V2: Eliciting Camera-Trajectory Alignment in Video Diffusion Models

    Oct 22, 2026Chenxi Song, Yanming Yang, Tong Zhao +3Camera-Controlled Video GenerationTrajectory-Guided Video Generation

  7. Latent Space Jam: Layout Guided Video Synthesis

    Oct 21, 2026Asaf Joseph, Moshe Mandel, Ohad FriedControllable Video GenerationTrajectory-Guided Video Generation

  8. TrajWAM: An Efficient Trajectory-Guided World Action Model for Dynamic Robotic Manipulation

    Oct 19, 2026Haohan Geng, Sha Zhang, Weishuo Sun +7Dynamic Robotic ManipulationWorld Action Models

  9. UniState: Unifying Memory and Intervention for Controllable World Simulation

    Oct 18, 2026Jaeseok Jeong, Kyungmook Choi, Sohyun Chung +2Controllable Video GenerationVideo World Models

  10. MotionShift: Environment-Compatible Motion Transfer via Planner-Evaluator Synergistic Adaptation

    Oct 18, 2026Yanchen Liu, Junyao Gao, Yanan Sun +3Physical Consistency in Video GenerationTrajectory-Guided Video Generation

  11. Holo4D: Holistic 4D Reconstruction as Geometric Control for Video Diffusion

    Oct 18, 2026Yushi Lan, Zeren Jiang, Koichi Namekata +3Camera-Controlled Video GenerationDynamic Novel View Synthesis

  12. GeoV2V: Geometry-Grounded Video Diffusion Model for Driving Scene Generation

    Oct 18, 2026Yuchen Xi, Yuhan Guo, Chenwei Hou +4Novel View SynthesisTrajectory-Guided Video Generation

  13. Parametric Trajectory Distillation for Few-Step Video Generation

    Oct 8, 2026Lan Feng, Peter Karkus, Maximilian Igl +6Diffusion Model DistillationVideo Diffusion Models

  14. MotionSpec: Spectral Trajectory Supervision for Motion-Consistent Video Generation

    Sep 23, 2026Ziqi Ni, Rui Li, Shiqi Jiang +1T2V GenerationTemporal Consistency in Video Generation

  15. Track the Noise, Move the World:3D-Grounded Motion-Consistent Noise for Controllable Video Generation

    Jul 2, 2026Long Vu, Tan Ngo, Animesh Karnewar +5Camera-Controlled Video GenerationVideo Diffusion Models

  16. TrajLoc: Trajectory-Attention Localization for Multi-Object Motion Control

    Jul 1, 2026Omer Sela, Inbar Huberman-Spiegelglas, Michael Rotman +2Image-to-Video GenerationVideo Diffusion Models

  17. WorldCraft: From Camera Navigation to Object Manipulation in Interactive Video World Models

    May 24, 2026Bohai Gu, Taiyi Wu, Yueyang Yuan +9Camera-Controlled Video GenerationObject-Centric World Models

  18. Video Reconstruction using Diffusion-based Image-to-Video Generation with Trajectory Guidance

    May 14, 2026Stelio Bompai, Ioannis Kontopoulos, Giannis Spiliopoulos +2Image-to-Video GenerationVideo Diffusion Models

  19. Tora3: Trajectory-Guided Audio-Video Generation with Physical Coherence

    Apr 10, 2026Junchao Liao, Zhenghao Zhang, Xiangyu Meng +5Trajectory-Guided Video GenerationAudio-Video Generation

  20. Toward Physically Consistent Driving Video World Models under Challenging Trajectories

    Mar 25, 2026Jiawei Zhou, Zhenxin Zhu, Lingyi Du +10Trajectory-Guided Video GenerationWorld Models for Autonomous Driving

  21. SAW: Toward a Surgical Action World Model via Controllable and Scalable Video Generation

    Mar 13, 2026Sampath Rapuri, Lalithkumar Seenivasan, Dominik Schneider +9Trajectory-Guided Video GenerationAction-Conditioned Video Generation

  22. FlashMotion: Few-Step Controllable Video Generation with Trajectory Guidance

    Mar 12, 2026Quanhao Li, Zhen Xing, Rui Wang +4Single-Step Video GenerationTrajectory-Guided Video Generation

  23. HECTOR: Hybrid Editable Compositional Object References for Video Generation

    Mar 9, 2026Guofeng Zhang, Angtian Wang, Jacob Zhiyuan Fang +4Trajectory-Guided Video GenerationCompositional Video Generation

  24. CamDirector: Towards Long-Term Coherent Video Trajectory Editing

    Feb 27, 2026Zhihao Shi, Kejia Yin, Weilin Wan +5Video EditingCamera-Controlled Video Generation