Text-To-Video Diffusion Models

Ask about this topic

Momentum

3 papers in the last four weeks, down 25% on the four weeks before. 0.0% of all new papers.

Jul 6Week of Sep 21
View on map

Latest papers 38

All topics
CardsList

  1. Texture Space Material Diffusion

    Sep 29, 2026Jacob Munkberg, Peter Kocsis, Jon HasselgrenText-To-Video Diffusion ModelsTexture

    NVIDIA

  2. Motion Concept Unlearning in Video Diffusion Models

    Sep 29, 2026Ping Liu, Chi ZhangText-To-Video Diffusion ModelsVideo Diffusion Models

    Computer Science and Engineering University of Nevada, Reno Reno, NV, USA · Department of Mathematics National University of Singapore Singapore

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

    Sep 18, 2026Haoran Qin, Renlong Wu, Tianyu Huang +3Text-To-Video Generation ModelText-To-Video Diffusion Models

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

  4. CrossDistill: Balancing Quality and Diversity via Trajectory-Level Hybrid Few-Step Distillation

    Sep 13, 2026Yuxi Liu, Haoyu Li, Yixiang Cai +8Few-Step DistillationText-To-Video Diffusion Models

    Peking University, Melon Group · Alibaba Group · Tsinghua University

  5. EraseSAE: Surgical Concept Erasure in Text-to-Video Diffusion Models via Sparse Autoencoders

    Sep 3, 2026Xinghao Wang, Dong Li, Wei Yu +5Concept ErasureText-To-Video Diffusion Models

    University of Science and Technology of China, Hefei, China · HiDream.ai Inc. · Anhui Province Key Laboratory of Digital Security, China

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

    Aug 13, 2026Jiazi Bu, Pengyang Ling, Yujie Zhou +10Text-To-Video Diffusion ModelsText-To-Video Generation Model

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

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

    Aug 13, 2026Guillaume Jeanneret, Mathis Koroglu, Hugo Caselles-Dupré +2Text-To-Video Diffusion ModelsTransformer Architectures

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

  8. Erase but Preserve: Controllable Removal of Copyrighted Animation Characters via Optimized Semantic Anchors

    Aug 13, 2026Qiao Li, Xiaomeng Fu, Wangjia Yu +4Text-To-Image Diffusion ModelsConcept Erasure

    Institute of Information Engineering, Chinese Academy of Sciences, School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China · Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China

  9. Visual Representation Matters: Exploiting Temporal Differences in Video-to-Audio Generation

    Aug 5, 2026Zehua Chen, Junyou Wang, Yuxuan Jiang +5Audio-Video GenerationText-To-Video Diffusion Models

    Tsinghua University, Beijing, China · Hefei University of Technology, Hefei, China · Monash University, Australia +1

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

    Jul 30, 2026Henglin Liu, Fangyuan Kong, Jing Wang +7Text-To-Video Diffusion ModelsVideo Diffusion Models

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

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

    Jul 29, 2026Taewon Kang, Matthias ZwickerText-To-Video Diffusion ModelsDiffusion Models

    University of Maryland at College Park, United States

  12. CineWeaver: Training-Free Reference-Controllable Multi-Shot Long Video Generation for Cinematic Storytelling

    Jul 29, 2026Yuyang Huang, Yabo Chen, Wenrui Dai +6Interactive Video GenerationText-To-Video Diffusion Models

    Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China. · Institute of Artificial Intelligence (TeleAI), China Telecom, China. · Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.

  13. MXAttention: Data-Free Optimal Scaling and Pre-Normalization Quantization for MXFP4 Attention

    Jul 27, 2026Jianlin Yu, Jing Lin, Linghui Kong +13Text-To-Video Diffusion ModelsAttention Layers

    Huawei Technologies Co., Ltd.

  14. OSVE: One Step Video Editing with One Step Diffusion Models

    Jul 22, 2026Habin Lim, Gyeong-Moon ParkText-To-Video Diffusion ModelsVideo Editing

    Korea University, Seoul, Republic of Korea

  15. MotionForesight: Re-purposing Video Models for Future 3D Scene-Flow Prediction

    Jul 17, 2026Homanga Bharadhwaj, Yash JangirHuman Motion PredictionFuture Video Prediction

    Department of Computer Science, Johns Hopkins University

  16. Retrieving and Refining Winning Noise Tickets for Diffusion-Based Motion Generation

    Jul 7, 2026Sakuya Ota, Qing Yu, Kent Fujiwara +2Text-To-Motion GenerationHuman Motion Generation

    Institute of Science Tokyo, Tokyo, Japan · LY Corporation, Tokyo, Japan · National Institute of Informatics (NII), Tokyo, Japan

  17. Prompt-Adapter Context Routing for Parameter-Efficient Multi-Shot Long Video Extrapolation

    Jul 7, 2026Anna Córdoba, Adam Puente Tercero, Nerea Angulo Hijo +4Text-To-Video Diffusion ModelsLong-Video Benchmarks

    Instituto de Investigación en Visión Artificial

  18. FADRA: Frequency-Aware Diffusion with Residual Adaptation for Video Face Restoration

    Jul 7, 2026Jin Jiang, Jia Wang, Panwen Hu +2Video RestorationBlind Face Restoration

    College of Information Technology (CIT), United Arab Emirates University (UAEU), Al Ain, Abu Dhabi, United Arab Emirates · State Key Laboratory of Physical Oceanography and the Faculty of Information Science and Engineering, Ocean University of China (OUC), Shandong, 266100, China · Computer Vision Department, Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, United Arab Emirates

  19. Consistent and Editable: A Balanced Framework for Text-Guided Video Editing

    Jul 6, 2026Tao Jin, Li XiaoVideo EditingText-To-Video Diffusion Models

    University of Science and Technology of China

  20. ICDepth: Taming Video Diffusion Models for Video Depth Estimation via In-Context Conditioning

    Jul 2, 2026Xuanhua He, Jiaxin Xie, Mingzhe Zheng +1Monocular Depth EstimationVideo Diffusion Models

    The Hong Kong University of Science and Technology, Hong Kong SAR, China

  21. Vera: A Layered Diffusion Model for Content-Preserving Video Editing

    Jun 22, 2026Hongkai Zheng, Ta-Ying Cheng, Benjamin Klein +2Text-To-Video Diffusion ModelsVideo Editing

    California Institute of Technology · Netflix, Inc.

  22. CausalMotion: Structured Physical Reasoning as Keyframe and Trajectory Guidance for Training-Free Video Generation

    Jun 12, 2026Sihan Zhuang, Xinyuan Chen, Tianfan Xue +1Text-To-Video Diffusion ModelsHuman Motion Generation

    Shanghai Artificial Intelligence Laboratory · ShanghaiTech University · Work done during an internship at Shanghai AI Laboratory. +1

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

    May 31, 2026Yiming ZhaoText-To-Video Diffusion ModelsVideo Diffusion Models

    University of Chinese Academy of Sciences Beijing, China

  24. GenEraser: Generalizable Video Object Removal via Balanced Text-Mask Guidance and Decoupled Locator-Preserver

    May 28, 2026Yuqing Chen, Lin Liu, Haisu Wu +4Video Object RemovalText-To-Video Diffusion Models

    Tsinghua University, China · Huawei, China · Southeast University, China +2

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

    May 28, 2026Mingshu Cai, Miao Zhang, Chenghe Yang +3Text-To-Video Diffusion ModelsInteractive 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

  26. Sketch2Motion: Text-driven 2D Sketch to 3D Animation via Diffusion-guided Skeleton Optimization

    May 27, 2026Gaurav Rai, Ojaswa SharmaSkeletonSketches

    Graphics Research Group, IIIT Delhi

  27. Where Concept Erasure Should Occur: Concept-Layer Alignment in Text-to-Video Diffusion Models

    May 25, 2026Yiwei Xie, Ping Liu, Zheng ZhangText-To-Video Diffusion ModelsConcept Erasure

    The School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China · Department of Computer Science and Engineering, University of Nevada, Reno, NV, USA.

  28. GeoFlow: Enforcing Implicit Geometric Consistency in Video Generation

    May 18, 2026Jan Ackermann, Shengqu Cai, Boyang Deng +3Generative Video ModelsText-To-Video Diffusion Models

    Stanford University · Google DeepMind

  29. Temporal Aware Pruning for Efficient Diffusion-based Video Generation

    May 18, 2026Sheng Li, Yang Sui, Junhao Ran +3Text-To-Video Diffusion ModelsVisual Token Pruning

    University of Pittsburgh · Rice University · Rutgers University +1

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

    May 17, 2026Xianlong Wang, Wenbo Pan, Shijia Zhou +6Text-To-Video Diffusion ModelsLong Video Generation

    Department of Computer Science, City University of Hong Kong, Hong Kong SAR, China · School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China · School of Cyber Science and Technology, University of Science and Technology of China, Hefei 230026, China +3

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

    May 14, 2026Stelio Bompai, Ioannis Kontopoulos, Giannis Spiliopoulos +2Text-To-Video Diffusion ModelsRtk-Gnss

    Department of Electrical and Computer Engineering, National Technical University of Athens, Greece · Department of Product and Systems Design Engineering, University of the Aegean, Syros, Greece

  32. Reconstruction-Anchored Diffusion Model for Text-to-Motion Generation

    Jan 21, 2026Yifei Liu, Changxing Ding, Ling Guo +2Text-To-Motion GenerationText-To-Video Diffusion Models

    South China University of Technology · Joy Future Academy

  33. GRAN-TED: Generating Robust, Aligned, and Nuanced Text Embedding for Diffusion Models

    Dec 17, 2025Bozhou Li, Sihan Yang, Yushuo Guan +6Text-To-Video Diffusion ModelsText-To-Image

    Peking University · Kling Team, Kuaishou Technology · Xi’an Jiaotong University +1

  34. ContextAnyone: Context-Aware Diffusion for Character-Consistent Text-to-Video Generation

    Dec 8, 2025Ziyang Mai, Yu-Wing TaiText-To-Video Diffusion ModelsText-To-Video Generation Model

    Dartmouth College

  35. Unified Long Video Inpainting and Outpainting via Overlapping High-Order Co-Denoising

    Nov 5, 2025Shuangquan Lyu, Jian Mao, Yue MaText-To-Video Diffusion ModelsLong Video Generation

    Carnegie Mellon University · Jilin University · Tsinghua University

  36. Diffusion-grounded VideoLLM for Entity-aware temoporal grounding

    Aug 21, 2025Pengcheng Fang, Yuxia Chen, Yong Wang +2Temporal GroundingLong Video Question Answering

  37. Vivid-VR: Distilling Concepts from Text-to-Video Diffusion Transformer for Photorealistic Video Restoration

    Aug 20, 2025Haoran Bai, Xiaoxu Chen, Canqian Yang +3Text-To-Video Diffusion ModelsVideo Restoration

    Alibaba Group - Taobao & Tmall Group

  38. AnyView: Synthesizing Any Novel View in Dynamic Scenes

    Date pendingBasile Van Hoorick, Dian Chen, Shun Iwase +7Generative Video ModelsNovel View Synthesis

    Toyota Research Institute, CA, USA · Amazon Web Services, CA, USA