Image-to-Video Generation

Latest papers 64

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  1. Helping Figures Tell their Story! Paper-Grounded Video Generation Explaining Complex Scientific Figures

    Jun 10, 2026Ishani Mondal, Javad Baghirov, Jordan Boyd-GraberImage-to-Video GenerationVideo Generation

  2. FreeAnimate: Training-Free Human Image Animation with Preview-Guided Denoising

    Jun 5, 2026Yuan Zeng, Yujia Shi, Zongqing Lu +1Image-to-Video GenerationHuman Avatar Animation

  3. Physics in 2-Steps: Locking Motion Priors Before Visual Refinement Erases Them

    Jun 4, 2026Woojung Han, Seil Kang, Youngjun Jun +3Physical Consistency in Video GenerationImage-to-Video Generation

  4. AAD-1: Asymmetric Adversarial Distillation for One-Step Autoregressive Video Generation

    Jun 2, 2026Haobo Li, Yanhong Zeng, Yunhong Lu +6Image-to-Video GenerationAutoregressive Video Generation

  5. SafeGen-Bench: Benchmarking Safety in Image-Conditioned Text-to-Video Generation

    May 31, 2026Yingzi Ma, Xiaogeng Liu, Yawen Zheng +1Image-to-Video GenerationText-to-Video Generation

  6. OptiWorld: Optimal Control for Video World Generation under Physical Constraints

    May 30, 2026Yu Yuan, Jianhao Yuan, Xijun Wang +4Physical Consistency in Video GenerationImage-to-Video Generation

  7. Proprio: Latent Self-Scoring and Inference-Time Refinement for Physically Plausible Video Generation

    May 27, 2026Mariam Hassan, Kaouther Messaoud, Wuyang Li +1Physical Consistency in Video GenerationImage-to-Video Generation

  8. CoMoGen: COntrollable MOtion Dynamics and Interactions with Mask-Guided Video GENeration

    May 21, 2026Adil Meric, Lin Geng Foo, Mert Kiray +3HOI GenerationImage-to-Video Generation

  9. MotiMotion: Motion-Controlled Video Generation with Visual Reasoning

    May 21, 2026Lee Hsin-Ying, Hanwen Jiang, Yiqun Mei +3Physical Consistency in Video GenerationImage-to-Video Generation

  10. Rebalancing Reference Frame Dominance to Improve Motion in Image-to-Video Models

    May 19, 2026Wooseok Jeon, Seungho Park, Seunghyun Shin +3Image-to-Video GenerationVideo Diffusion Models

  11. Image-to-Video Diffusion: From Foundations to Open Frontiers

    May 17, 2026Xianlong Wang, Wenbo Pan, Shijia Zhou +6Image-to-Video GenerationVideo Diffusion Models

  12. RefDecoder: Enhancing Visual Generation with Conditional Video Decoding

    May 14, 2026Xiang Fan, Yuheng Wang, Bohan Fang +2Image-to-Video GenerationConditional Variational Autoencoder

  13. MechVerse: Evaluating Physical Motion Consistency in Video Generation Models

    May 14, 2026Rahul Jain, Mayank Patel, Asim Unmesh +1Physical Consistency in Video GenerationImage-to-Video Generation

  14. 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

  15. Improving Human Image Animation via Semantic Representation Alignment

    May 11, 2026Chang Liu, Mengting Chen, Yixuan Huang +5Image-to-Video GenerationVideo Diffusion Models

  16. ActCam: Zero-Shot Joint Camera and 3D Motion Control for Video Generation

    May 7, 2026Omar El Khalifi, Thomas Rossi, Oscar Fossey +6Diffusion Model GuidanceCamera-Controlled Video Generation

  17. Eulerian Motion Guidance: Robust Image Animation via Bidirectional Geometric Consistency

    May 7, 2026Thong Nguyen, Khoi M. Le, Cong-Duy Nguyen +3Image-to-Video GenerationDiffusion Models for Motion Generation

  18. DepthPilot: From Controllability to Interpretability in Colonoscopy Video Generation

    Apr 29, 2026Junhu Fu, Ke Chen, Weidong Guo +9EndoscopyPhysical Consistency in Video Generation

  19. PhysLayer: Language-Guided Layered Animation with Depth-Aware Physics

    Apr 26, 2026Tianyidan Xie, Zhentao Huang, Mingjie Wang +4Physical Consistency in Video GenerationImage-to-Video Generation

  20. TS-Attn: Temporal-wise Separable Attention for Multi-Event Video Generation

    Apr 21, 2026Hongyu Zhang, Yufan Deng, Zilin Pan +6Image-to-Video GenerationText-to-Video Generation

  21. Flow of Truth: Proactive Temporal Forensics for Image-to-Video Generation

    Apr 16, 2026Yuzhuo Chen, Zehua Ma, Han Fang +3Image-to-Video GenerationDigital Image Forensics

  22. Prompt-to-Gesture: Measuring the Capabilities of Image-to-Video Deictic Gesture Generation

    Apr 16, 2026Hassan Ali, Doreen Jirak, Luca Müller +1Synthetic Data AugmentationImage-to-Video Generation

  23. Control-DINO: Feature Space Conditioning for Controllable Image-to-Video Diffusion

    Apr 2, 2026Edoardo A. Dominici, Thomas Deixelberger, Konstantinos Vardis +1Image-to-Video GenerationVideo Diffusion Models

  24. A Study of the Design Space of Motion and Disocclusion Control in Video Generation

    Dec 15, 2025Anran Qi, Changjian Li, Adrien Bousseau +1Image-to-Video GenerationControllable Video Generation

  25. UniVideo: Unified Understanding, Generation, and Editing for Videos

    Oct 9, 2025Cong Wei, Quande Liu, Zixuan Ye +5Image-to-Video GenerationUnified Multimodal Models