文生视频论文趋势 2023–2026

视频生成

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,185 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

文生视频论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202352211780170
2024553517140247
2025915914156320
20261019455198448

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部文生视频论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 574 篇，第 10 / 12 页

  1. CVPR 2024SimDA: Simple Diffusion Adapter for Efficient Video Generation
  2. CVPR 2024SleepVST: Sleep Staging from Near-Infrared Video Signals using Pre-Trained Transformers
  3. CVPR 2024SnAG: Scalable and Accurate Video Grounding
  4. CVPR 2024Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis
  5. CVPR 2024Space-Time Diffusion Features for Zero-Shot Text-Driven Motion Transfer
  6. CVPR 2024Step Differences in Instructional Video
  7. CVPR 2024SVGDreamer: Text Guided SVG Generation with Diffusion Model
  8. CVPR 2024T-VSL: Text-Guided Visual Sound Source Localization in Mixtures
  9. CVPR 2024Tailored Visions: Enhancing Text-to-Image Generation with Personalized Prompt Rewriting
  10. CVPR 2024Taming Mode Collapse in Score Distillation for Text-to-3D Generation
  11. CVPR 2024Taming Stable Diffusion for Text to 360 Panorama Image Generation
  12. CVPR 2024TeTriRF: Temporal Tri-Plane Radiance Fields for Efficient Free-Viewpoint Video
  13. CVPR 2024Text Grouping Adapter: Adapting Pre-trained Text Detector for Layout Analysis
  14. CVPR 2024Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval
  15. CVPR 2024Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection
  16. CVPR 2024Text2HOI: Text-guided 3D Motion Generation for Hand-Object Interaction
  17. CVPR 2024TextCraftor: Your Text Encoder Can be Image Quality Controller
  18. CVPR 2024TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models
  19. CVPR 2024Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation
  20. CVPR 2024Towards Language-Driven Video Inpainting via Multimodal Large Language Models
  21. CVPR 2024TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models
  22. CVPR 2024UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs
  23. CVPR 2024Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution
  24. CVPR 2024VicTR: Video-conditioned Text Representations for Activity Recognition
  25. CVPR 2024Video Frame Interpolation via Direct Synthesis with the Event-based Reference
  26. CVPR 2024Video Harmonization with Triplet Spatio-Temporal Variation Patterns
  27. CVPR 2024Video Interpolation with Diffusion Models
  28. CVPR 2024Video Prediction by Modeling Videos as Continuous Multi-Dimensional Processes
  29. CVPR 2024Video ReCap: Recursive Captioning of Hour-Long Videos
  30. CVPR 2024Video Recognition in Portrait Mode
  31. CVPR 2024Video Super-Resolution Transformer with Masked Inter&Intra-Frame Attention
  32. CVPR 2024Video-P2P: Video Editing with Cross-attention Control
  33. CVPR 2024VideoBooth: Diffusion-based Video Generation with Image Prompts
  34. CVPR 2024VideoCon: Robust Video-Language Alignment via Contrast Captions
  35. CVPR 2024VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models
  36. CVPR 2024VideoGrounding-DINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding
  37. CVPR 2024VideoRF: Rendering Dynamic Radiance Fields as 2D Feature Video Streams
  38. CVPR 2024VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence
  39. CVPR 2024VidLA: Video-Language Alignment at Scale
  40. CVPR 2024ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models
  41. CVPR 2024VINECS: Video-based Neural Character Skinning
  42. CVPR 2024VISTA-LLAMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens
  43. CVPR 2024VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models
  44. CVPR 2024VTimeLLM: Empower LLM to Grasp Video Moments
  45. CVPR 20231000 FPS HDR Video With a Spike-RGB Hybrid Camera
  46. CVPR 20233D Highlighter: Localizing Regions on 3D Shapes via Text Descriptions
  47. CVPR 20233D Video Loops From Asynchronous Input
  48. CVPR 2023Align Your Latents: High-Resolution Video Synthesis With Latent Diffusion Models
  49. CVPR 2023Aligning Step-by-Step Instructional Diagrams to Video Demonstrations
  50. CVPR 2023All in One: Exploring Unified Video-Language Pre-Training

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查文生视频在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "text-to-video"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇文生视频论文？
共 1,185 篇，按年份分别是 2023 年 170 篇、2024 年 247 篇、2025 年 320 篇、2026 年 448 篇。
NeurIPS 2026 有多少篇文生视频论文？
NeurIPS 2026 有 101 篇文生视频论文，上一届是 91 篇。
ICLR 2026 有多少篇文生视频论文？
ICLR 2026 有 94 篇文生视频论文，上一届是 59 篇。
ICML 2026 有多少篇文生视频论文？
ICML 2026 有 55 篇文生视频论文，上一届是 14 篇。
CVPR 2026 有多少篇文生视频论文？
CVPR 2026 有 198 篇文生视频论文，上一届是 156 篇。
哪个会议的文生视频论文最多？
CVPR，2023–2026 年共 574 篇。

「多模态生成」下的其他主题