Text-to-Video Generation

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7 papers in the last four weeks, up 75% on the four weeks before. 0.1% of all new papers.

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  1. Kandinsky 6.0 Video: Foundation Models for Synchronized Video and Audio Generation

    Oct 4, 2026Team Kandinsky, Julia Agafonova, Bulat Akhmatov +85Audio-Video GenerationVideo Diffusion Models

  2. SkillPE: Creativity-Oriented Cinematic Skill Evolution for Text-to-Video Prompt Engineering

    Sep 28, 2026Yanwei Huang, Mingxuan Zhu, Shujie Li +3Text-to-Video GenerationVideo Generation

    HKUST · KlingAI · Shanghai Jiaotong University +1

  3. WanPE: Towards Cinematic Prompt Enhancement for Modern Text-to-Video Generation

    Sep 24, 2026Yubo Zhu, Yawen Shao, Ziyun Dai +27Text-to-Video GenerationLong Video Generation

    Nanjing University · Wan Team, Alibaba Group · University of Science and Technology of China +2

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

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

    Cardiff University · University of Science and Technology of China · East China Normal University

  5. CompAdapt: Adaptable Composite Motion Modeling for Physics-Consistent Text-to-Video Generation

    Sep 18, 2026Haoran Qin, Renlong Wu, Tianyu Huang +3Physical Consistency in Video GenerationText-to-Video Generation

    Harbin Institute of Technology, China · Taobao, Alibaba Group, China

  6. Better Call CineCrew: Consistent Ultra-Long Narrative-to-Film Generation

    Sep 7, 2026Jiaben Chen, Sixun Dong, Qinhong Zhou +4Text-to-Video GenerationLong Video Generation

    University of Massachusetts Amherst, Amherst, MA 01003, USA · Massachusetts Institute of Technology, Cambridge, MA 02139, USA

  7. DF26: We Cannot Tell Fake From Real Anymore

    Sep 7, 2026Severyn Shykula, Andrii Yermakov, Ivan Samarskyi +3Text-to-Video GenerationOOD Generalization

    Ukrainian Catholic University · Faculty of Electrical Engineering, Czech Technical University in Prague · Hover Inc., USA +1

  8. DSAQuant: Denoising-Stage-Aligned Quantization-Aware Training for Video Generation

    Sep 3, 2026Shuaiting Li, Zelin Gao, Haibin Shen +3Diffusion Model GuidanceVideo Diffusion Models

    1Robbyant · 2ZJU · 4HKUST +1

  9. NoisEasier: Test-Time Noise Optimization for Text-to-Video Generation

    Aug 31, 2026Yujiang Pu, Yu KongDiffusion Model GuidanceVideo Diffusion Models

    Michigan State University, East Lansing, MI 48824, USA

  10. HPSD: Hybrid-Policy Self-Distillation for Text-Image-to-Video Diffusion Models

    Aug 13, 2026Jiazi Bu, Pengyang Ling, Yujie Zhou +10Image-to-Video GenerationVideo Diffusion Models

    Shanghai Jiao Tong University · S-Lab, Nanyang Technological University · Shanghai AI Laboratory +6

  11. Spatially-Grounded Text-to-Video Generation via Inference-Time Gradient-Free Optimization

    Aug 13, 2026Guillaume Jeanneret, Mathis Koroglu, Hugo Caselles-Dupré +2Diffusion TransformerText-to-Video Generation

    ISIR - Sorbonne Université, France · Obvious Research, France · Valeo.ai, France

  12. From Cheap Fakes to Pure Synthesis: Addressing the New Era of T2V Fake News Videos

    Aug 7, 2026Yifeng Luo, Yupeng Li, Liang Lan +1Fake News DetectionText-to-Video Generation

    Department of Interactive Media Hong Kong Baptist University AI and Social Good Lab, AI Media Centre Hong Kong Baptist University Hong Kong, China · Department of Interactive Media Hong Kong Baptist University AI Media Centre Hong Kong Baptist University Hong Kong, China · Institute of Artificial Intelligence and Future Networks Beijing Normal University Zhuhai, China

  13. EmoWorld: A Decoupled Affective Field for Controllable Emotional Video Generation

    Aug 6, 2026Bingyuan Wang, Baistan Zhyldyzbekov, Kunyu Feng +1Image-to-Video GenerationVideo Diffusion Models

    The Hong Kong University of Science and Technology (Guangzhou) · The Hong Kong University of Science and Technology

  14. Vorch-Streamer: Extending Human Audio-Visual Generation to Real-Time Long-Form Streaming

    Aug 6, 2026Menglin Han, Yang Ding, Yulei Lu +6Text-to-Video GenerationLong-Horizon Video Generation

    Vorch Team · Tongji University · Harbin Institute of Technology, Shenzhen +1

  15. CAPE-T2V: Captioner-Anchored Prompt Enhancement toward Two-Sided Conditioning Alignment in Text-to-Video Generation

    Aug 4, 2026Yizhuo Jia, Jingyun Hua, Yuanxing ZhangDiffusion TransformerText-to-Video Generation

    1Fudan University · 2Kling Team

  16. CultureVidBench: Benchmarking Cultural Understanding in Text-to-Video Generation

    Aug 3, 2026Xianjing Han, Yuhan Su, Yang Deng +3Text-to-Video GenerationVideo Generation

    Nanyang Technological University · Centrale Supélec · Singapore Management University +1

  17. Diagnosing Under-Development of Irreversible Processes in Video Generation

    Aug 1, 2026Jian Xu, Yanning Wu, Delu Zeng +2Physical Consistency in Video GenerationText-to-Video Generation

  18. Temporal Concentration from Rollout Errors: Implicit Preference Optimization for Text-to-Video Diffusion

    Jul 30, 2026Henglin Liu, Fangyuan Kong, Jing Wang +7Diffusion Model AlignmentVideo Diffusion Models

    Tsinghua University · Kling Team, Kuaishou Technology · Sun Yat-sen University

  19. VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System

    Jul 29, 2026Haodong Li, Tianfei Ren, Xiaoxiao Ma +25Physical Consistency in Video GenerationText-to-Video Generation

    1CUHK · 2USTC · 3SCUT +8

  20. TPD: Temporal Prior Decoupling for Text-to-Video Diffusion Models

    Jul 29, 2026Taewon Kang, Matthias ZwickerDiffusion Model GuidanceVideo Diffusion Models

    University of Maryland at College Park, United States

  21. FilmBench: A Film-Grade Benchmark for Cinematic Video Generation

    Jul 27, 2026Shengyi Wang, Niantong Li, Guangzheng Hu +27Video-Reference Video GenerationText-to-Video Generation

    Alibaba Group · Moku Lab, Hujing Digital Media & Entertainment Group · Beijing Film Academy

  22. GroupVideo: Multi-Identity Customized Text-to-Video Generation

    Jul 23, 2026Xinyang Song, Libin Wang, Jianxin Sun +4Video Diffusion ModelsText-to-Video Generation

    School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China · New Laboratory of Pattern Recognition and the State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China

  23. FilmWorld: Agentic Novel-to-Film Generation through Dynamic Cinematic World Modeling

    Jul 21, 2026Jialong Zuo, Haotong Zuo, Shiwei Zhang +5Text-to-Video GenerationLong Video Generation

    1Huazhong University of Science and Technology · 2Wan Team, Alibaba Group

  24. Moving Alphabet: A Controlled Study of Training Data for Text-to-Video Generation

    Jul 21, 2026Amber Yijia Zheng, Lu Liu, Raymond A. Yeh +1Text-to-Video Generation

    Meta Superintelligence Labs · Purdue University · Work done during an internship at Meta Superintelligence Labs

  25. Keyframe-Anchored Identity Preservation for Sequential-Action Video Generation

    Jul 20, 2026Zhenjie Liu, Binyan Chen, Hao Chen +2Action-Conditioned Video GenerationText-to-Video Generation

    University of Science and Technology of China Hefei, China

  26. Between Safe Boundaries: Exploiting Temporal Consistency for Jailbreaking Text-To-Video Generation Models

    Jul 19, 2026Xingkai Peng, Jun Jiang, Jiayang Liu +2Text-to-Video GenerationBlack-Box Adversarial Attacks

    University of Science and Technology of China

  27. When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation

    Jul 18, 2026Siwei Meng, Yawei Luo, Shu Zhang +1Physical Consistency in Video GenerationDirect Preference Optimization

    Computer Science and Engineering · University of Nevada, Reno · Reno, NV, USA +5

  28. Inference-Time Concept Suppression and Video-Centric Evaluation for Text-to-Video Models

    Jul 15, 2026Wenxuan Chen, Wenjie FengVideo Diffusion ModelsText-to-Video Generation

    University of Science and Technology of China

  29. Text2Sign: A Single-GPU Diffusion Baseline for Text-to-Sign Language Video Generation

    Jul 14, 2026Ruize XiaVideo Diffusion ModelsText-to-Video Generation

    Independent Researcher

  30. Your Data Manifold is Secretly a Reward Model: Shell-LCC for Text-to-Video Generation

    Jun 29, 2026Shihao Zhang, Yunzhi Li, Yuguang Yan +4Reward ModelingDiffusion Model Guidance

    Huawei Central Research Institute · Guangdong University of Technology