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 7 / 12 页

  1. CVPR 2025PreciseCam: Precise Camera Control for Text-to-Image Generation
  2. CVPR 2025Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation without 3D Data
  3. CVPR 2025Prometheus: 3D-Aware Latent Diffusion Models for Feed-Forward Text-to-3D Scene Generation
  4. CVPR 2025Protecting Your Video Content: Disrupting Automated Video-based LLM Annotations
  5. CVPR 2025Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs
  6. CVPR 2025Recognition-Synergistic Scene Text Editing
  7. CVPR 2025ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams
  8. CVPR 2025Rethinking Noisy Video-Text Retrieval via Relation-aware Alignment
  9. CVPR 2025Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion
  10. CVPR 2025SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video Segmentation
  11. CVPR 2025Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents
  12. CVPR 2025Scene Splatter: Momentum 3D Scene Generation from Single Image with Video Diffusion Model
  13. CVPR 2025SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration
  14. CVPR 2025Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar Subjects
  15. CVPR 2025ShotAdapter: Text-to-Multi-Shot Video Generation with Diffusion Models
  16. CVPR 2025SketchVideo: Sketch-based Video Generation and Editing
  17. CVPR 2025SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device
  18. CVPR 2025STDD: Spatio-Temporal Dual Diffusion for Video Generation
  19. CVPR 2025STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding
  20. CVPR 2025StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text
  21. CVPR 2025T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation
  22. CVPR 2025Taming Teacher Forcing for Masked Autoregressive Video Generation
  23. CVPR 2025TASTE-Rob: Advancing Video Generation of Task-Oriented Hand-Object Interaction for Generalizable Robotic Manipulation
  24. CVPR 2025The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation
  25. CVPR 2025Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation
  26. CVPR 2025TokenMotion: Decoupled Motion Control via Token Disentanglement for Human-centric Video Generation
  27. CVPR 2025Tora: Trajectory-oriented Diffusion Transformer for Video Generation
  28. CVPR 2025Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content
  29. CVPR 2025Towards Universal Soccer Video Understanding
  30. CVPR 2025Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation
  31. CVPR 2025TransPixeler: Advancing Text-to-Video Generation with Transparency
  32. CVPR 2025Turbo3D: Ultra-fast Text-to-3D Generation
  33. CVPR 2025Type-R: Automatically Retouching Typos for Text-to-Image Generation
  34. CVPR 2025Unified Dense Prediction of Video Diffusion
  35. CVPR 2025Unity in Diversity: Video Editing via Gradient-Latent Purification
  36. CVPR 2025Video Depth Anything: Consistent Depth Estimation for Super-Long Videos
  37. CVPR 2025Video Depth without Video Models
  38. CVPR 2025Video Language Model Pretraining with Spatio-temporal Masking
  39. CVPR 2025Video Summarization with Large Language Models
  40. CVPR 2025Video-Bench: Human-Aligned Video Generation Benchmark
  41. CVPR 2025Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval
  42. CVPR 2025Video-Guided Foley Sound Generation with Multimodal Controls
  43. CVPR 2025VideoComp: Advancing Fine-Grained Compositional and Temporal Alignment in Video-Text Models
  44. CVPR 2025VideoDirector: Precise Video Editing via Text-to-Video Models
  45. CVPR 2025VideoDPO: Omni-Preference Alignment for Video Diffusion Generation
  46. CVPR 2025VideoGigaGAN: Towards Detail-rich Video Super-Resolution
  47. CVPR 2025VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide
  48. CVPR 2025VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models
  49. CVPR 2025VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step
  50. CVPR 2025VinTAGe: Joint Video and Text Conditioning for Holistic Audio Generation

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。

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