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. A Good Talk Does not Look Like a Summary, It Teaches You! Measuring Takeaways from Paper-to-Video Talks

    Jun 26, 2026Ishani Mondal, Aparna Garimella, Ananya Sai +2Text-to-Video GenerationScientific Communication

    University of Maryland, College Park · Adobe Research

  2. DomainShuttle: Freeform Open Domain Subject-driven Text-to-video Generation

    Jun 24, 2026Nan Chen, Yiyang Cai, Rongchang Xie +7Text-to-Video GenerationControllable Video Generation

    1Hong Kong University of Science and Technology

  3. DramaDirector: Geometry-Guided Short Drama Generation

    Jun 23, 2026Hengji Zhou, Sijie Liu, Jianrun Chen +3Text-to-Video GenerationVideo Generation

    Harbin Institute of Technology, Shenzhen · South China University of Technology · The Hong Kong University of Science and Technology (Guangzhou)

  4. Customizing Video Portraits via Identity-ActionDecoupling

    Jun 21, 2026Junxiong Lin, Haoran Wang, Xinji Mai +4Text-to-Video GenerationIdentity-Preserving Video Generation

    College of Intelligent Robotics and Advanced Manufacturing, Fudan University · The University of Hong Kong · College of Computer Science and Artificial Intelligence, Fudan University

  5. ChronoLock: Protecting Videos from Unauthorized Text-to-Video Personalization

    Jun 19, 2026Jiaming He, Jiashu Zhang, Guanyu Hou +4Video Diffusion ModelsText-to-Video Generation

    Nanyang Technological University · Jilin University · The University of Manchester

  6. SpecLoR: Spectral Lookahead Rectification for Motion-Coherent Text-to-Video Generation

    Jun 10, 2026Xu Zhang, Yu Lu, Ruijie Quan +3Physical Consistency in Video GenerationText-to-Video Generation

    ReLER, College of Artificial Intelligence, Zhejiang University · Huawei Central Research Institute

  7. Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding

    Jun 10, 2026Hyomin Kim, Junghye Kim, Joanie Hayoun Chung +4Reward ModelingText-to-Video Generation

    Department of Artificial Intelligence, Korea University · Department of Statistics, Korea University

  8. CineDance: Towards Next-Generation Multi-Shot Long-Form Cinematic Audio-Video Generation

    Jun 8, 2026Yuheng Chen, Teng Hu, Yuji Wang +7Audio-Video GenerationText-to-Video Generation

    Shanghai Jiao Tong University, Shanghai, China. · University of Electronic Science and Technology of China, Chengdu, China. · Zhejiang University, Hangzhou, China. +2

  9. Temporally Consistent and Controllable Video Generation of 2D Cine CMR via Latent Space Motion Modeling

    Jun 8, 2026Yiheng Cao, Gustavo Andrade-Miranda, Jiatian Zhang +2Latent Dynamics ModelingText-to-Video Generation

    SyCoIA - IMT Mines Alès · Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, China · SyCoIA, IMT Mines Ales, Ales, France

  10. Activation Steering of Video Generation Models via Reduced-Order Linear Optimal Control

    Jun 3, 2026Jihoon Hong, Alice Chan, Qiyue Dai +2Text-to-Video GenerationVideo Generation

    Georgia Institute of Technology Atlanta, GA 30308

  11. Spatial-Temporal Decoupled Reference Conditioning for Identity-Preserving Text-to-Video Generation

    Jun 1, 2026Yuheng Chen, Teng Hu, Yuji Wang +3Diffusion Model GuidanceVideo Diffusion Models

    Shanghai Jiao Tong University Shanghai, Shanghai, China · University of Electronic Science and Technology of China Chengdu, Sichuan, China · Zhejiang University Hangzhou, Zhejiang, China

  12. 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

    University of Wisconsin-Madison, Madison · Tsinghua University · Johns Hopkins University

  13. Knowledge-Intensive Video Generation

    May 31, 2026Chenxu Wang, Mingda ChenText-to-Video GenerationVideo Generation

    Fudan University · Shanghai Jiao Tong University

  14. Boundary-Protection W8A8 HiFloat8 Quantization for Large-Scale Text-to-Video Diffusion Transformers

    May 31, 2026Yiming ZhaoVideo Diffusion ModelsDiffusion Model Quantization

    University of Chinese Academy of Sciences Beijing, China

  15. TunerDiT: Training-free Progressive Steering of Diffusion Transformer for Multi-Event Video Generation

    May 29, 2026Ruotong Liao, Guowen Huang, Qing Cheng +6Diffusion TransformerText-to-Video Generation

    Ludwig Maximilian University of Munich · MCML · Technical University of Munich +2

  16. KGEdit: Ambiguity-Aware Knowledge Graphs for Training-Free Precise Video Generation and Editing

    May 28, 2026Mingshu Cai, Miao Zhang, Chenghe Yang +3Video Diffusion ModelsText-to-Video Generation

    Waseda University, Japan · College of Computer Engineering, Jimei University, Xiamen, Fujian, China · Department of Language Science and Technology, The Hong Kong Polytechnic University, Hong Kong, China +1

  17. OSP-Next: Efficient High-Quality Video Generation with Sparse Sequence Parallelism, HiF8 Quantization, and Reinforcement Learning

    May 27, 2026Yunyang Ge, Xianyi He, Zezhong Zhang +4Video Diffusion ModelsText-to-Video Generation

    1Peking University · 2Nanyang Technological University, Singapore · 3Rabbitpre AI

  18. 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

    1 École Polytechnique Fédérale de Lausanne (EPFL) · Télécom Paris, IP Paris

  19. Paris 2.0: A Decentralized Diffusion Model for Video Generation

    May 25, 2026Ali Rouzbayani, Bidhan Roy, Marcos Villagra +1Video Diffusion ModelsText-to-Video Generation

    Bagel Labs (bagel.com)

  20. MAVEN A Multi-Agent Framework for Multicultural Text-to-Video Generation

    May 16, 2026Shuowei Li, Yuming Zhao, Parth Bhalerao +1Text-to-Video GenerationMulti-Agent Systems

    Santa Clara University, Santa Clara, USA

  21. Compositional Video Generation via Inference-Time Guidance

    May 14, 2026Ariel Shaulov, Eitan Shaar, Amit Edenzon +2Diffusion Model GuidanceVideo Diffusion Models

    1Tel-Aviv University · 2Independent Researcher · 3Bar Ilan University +1

  22. FaithfulFaces: Pose-Faithful Facial Identity Preservation for Text-to-Video Generation

    May 6, 2026Yuanzhi Wang, Xuhua Ren, Jiaxiang Cheng +7Text-to-Video GenerationIdentity-Preserving Video Generation

    1. Nanyang Technological University · 2. Tencent Hunyuan · 3. University of Science and Technology of China +1

  23. TrajShield: Trajectory-Level Safety Mediation for Defending Text-to-Video Models Against Jailbreak Attacks

    May 3, 2026Quanchen Zou, Nizhang Li, Wenxin Zhang +4Text-to-Video Generation

    AI Security Lab, Beijing, China · Macau University of Science and Technology, Macau, China · University of Chinese Academy of Sciences, Beijing, China +3

  24. World-R1: Reinforcing 3D Constraints for Text-to-Video Generation

    Apr 27, 2026Weijie Wang, Xiaoxuan He, Youping Gu +9Physical Consistency in Video GenerationText-to-Video Generation

    Zhejiang University · Microsoft Research · Independent Researcher

  25. BRITE: A Benchmark for Reliable and Interpretable T2V Evaluation on Implausible Scenarios

    Apr 24, 2026Advait Tilak, Jiwon Choi, Nazifa Mouli +1Text-to-Video GenerationAudio-Visual Alignment

    Department of Computer Science, Iowa State University, Ames, Iowa, USA

  26. KD-CVG: A Knowledge-Driven Approach for Creative Video Generation

    Apr 23, 2026Linkai Liu, Wei Feng, Xi Zhao +9Multimodal RAGText-to-Video Generation

    † Sun Yat-sen University · ⋆ JD.COM

  27. 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

    Peking University, Shenzhen Graduate School · Zhejiang University · Nanjing University +3

  28. Training and Agentic Inference Strategies for LLM-based Manim Animation Generation

    Apr 20, 2026Ravidu Suien Rammuni Silva, Ahmad Lotfi, Isibor Kennedy Ihianle +2RL for Code GenerationText-to-Video Generation

    Department of Computer Science, Nottingham Trent University, Nottingham, United Kingdom · Department of Physics and Mathematics, Nottingham Trent University, Nottingham, United Kingdom

  29. FlowC2S: Flowing from Current to Succeeding Frames for Fast and Memory-Efficient Video Continuation

    Apr 19, 2026Hovhannes Margaryan, Quentin Bammey, Christian SandorFlow MatchingText-to-Video Generation

    Team ARAI, Universit´e Paris-Saclay, CNRS, LISN, France · LTCI, T´el´ecom Paris, Institut Polytechnique de Paris, France

  30. Generative Refinement Networks for Visual Synthesis

    Apr 14, 2026Jian Han, Jinlai Liu, Jiahuan Wang +2Text-to-Video GenerationT2I Generation

    ByteDance