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 140 篇，第 2 / 3 页

  1. CVPR 2024InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning
  2. CVPR 2024InstructVideo: Instructing Video Diffusion Models with Human Feedback
  3. CVPR 2024JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation
  4. CVPR 2024Koala: Key Frame-Conditioned Long Video-LLM
  5. CVPR 2024KVQ: Kwai Video Quality Assessment for Short-form Videos
  6. CVPR 2024LAMP: Learn A Motion Pattern for Few-Shot Video Generation
  7. CVPR 2024Learned Scanpaths Aid Blind Panoramic Video Quality Assessment
  8. CVPR 2024Learning Continuous 3D Words for Text-to-Image Generation
  9. CVPR 2024Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation
  10. CVPR 2024Learning from One Continuous Video Stream
  11. CVPR 2024Learning Multi-Dimensional Human Preference for Text-to-Image Generation
  12. CVPR 2024Leveraging Frame Affinity for sRGB-to-RAW Video De-rendering
  13. CVPR 2024LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation
  14. CVPR 2024LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching
  15. CVPR 2024Make Pixels Dance: High-Dynamic Video Generation
  16. CVPR 2024Make-It-Vivid: Dressing Your Animatable Biped Cartoon Characters from Text
  17. CVPR 2024MarkovGen: Structured Prediction for Efficient Text-to-Image Generation
  18. CVPR 2024MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers
  19. CVPR 2024MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation
  20. CVPR 2024MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis
  21. CVPR 2024Modular Blind Video Quality Assessment
  22. CVPR 2024MorpheuS: Neural Dynamic 360deg Surface Reconstruction from Monocular RGB-D Video
  23. CVPR 2024MULAN: A Multi Layer Annotated Dataset for Controllable Text-to-Image Generation
  24. CVPR 2024MultiPly: Reconstruction of Multiple People from Monocular Video in the Wild
  25. CVPR 2024MV-Adapter: Multimodal Video Transfer Learning for Video Text Retrieval
  26. CVPR 2024Neighbor Relations Matter in Video Scene Detection
  27. CVPR 2024Neural Video Compression with Feature Modulation
  28. CVPR 2024NIVeL: Neural Implicit Vector Layers for Text-to-Vector Generation
  29. CVPR 2024OmniViD: A Generative Framework for Universal Video Understanding
  30. CVPR 2024On the Content Bias in Frechet Video Distance
  31. CVPR 2024On the Scalability of Diffusion-based Text-to-Image Generation
  32. CVPR 2024OST: Refining Text Knowledge with Optimal Spatio-Temporal Descriptor for General Video Recognition
  33. CVPR 2024OTE: Exploring Accurate Scene Text Recognition Using One Token
  34. CVPR 2024PEEKABOO: Interactive Video Generation via Masked-Diffusion
  35. CVPR 2024Perception-Oriented Video Frame Interpolation via Asymmetric Blending
  36. CVPR 2024Personalized Residuals for Concept-Driven Text-to-Image Generation
  37. CVPR 2024PI3D: Efficient Text-to-3D Generation with Pseudo-Image Diffusion
  38. CVPR 2024Point-VOS: Pointing Up Video Object Segmentation
  39. CVPR 2024PTM-VQA: Efficient Video Quality Assessment Leveraging Diverse PreTrained Models from the Wild
  40. CVPR 2024REACTO: Reconstructing Articulated Objects from a Single Video
  41. CVPR 2024Rich Human Feedback for Text-to-Image Generation
  42. CVPR 2024Scaling Up Video Summarization Pretraining with Large Language Models
  43. CVPR 2024Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior
  44. CVPR 2024Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization
  45. CVPR 2024Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation
  46. CVPR 2024Sherpa3D: Boosting High-Fidelity Text-to-3D Generation via Coarse 3D Prior
  47. CVPR 2024SimDA: Simple Diffusion Adapter for Efficient Video Generation
  48. CVPR 2024SleepVST: Sleep Staging from Near-Infrared Video Signals using Pre-Trained Transformers
  49. CVPR 2024SnAG: Scalable and Accurate Video Grounding
  50. CVPR 2024Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis

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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