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 1 / 3 页

  1. CVPR 2024360DVD: Controllable Panorama Video Generation with 360-Degree Video Diffusion Model
  2. CVPR 20244D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling
  3. CVPR 2024A Recipe for Scaling up Text-to-Video Generation with Text-free Videos
  4. CVPR 2024A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames
  5. CVPR 2024A Unified Approach for Text- and Image-guided 4D Scene Generation
  6. CVPR 2024Adversarial Text to Continuous Image Generation
  7. CVPR 2024Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition
  8. CVPR 2024Attention Calibration for Disentangled Text-to-Image Personalization
  9. CVPR 2024AVID: Any-Length Video Inpainting with Diffusion Model
  10. CVPR 2024Beyond Text: Frozen Large Language Models in Visual Signal Comprehension
  11. CVPR 2024Binarized Low-light Raw Video Enhancement
  12. CVPR 2024Breathing Life Into Sketches Using Text-to-Video Priors
  13. CVPR 2024BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning
  14. CVPR 2024CAMEL: CAusal Motion Enhancement Tailored for Lifting Text-driven Video Editing
  15. CVPR 2024Can I Trust Your Answer? Visually Grounded Video Question Answering
  16. CVPR 2024Can't Make an Omelette Without Breaking Some Eggs: Plausible Action Anticipation Using Large Video-Language Models
  17. CVPR 2024CCEdit: Creative and Controllable Video Editing via Diffusion Models
  18. CVPR 2024Check Locate Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation
  19. CVPR 2024Co-Speech Gesture Video Generation via Motion-Decoupled Diffusion Model
  20. CVPR 2024Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior
  21. CVPR 2024Context-Guided Spatio-Temporal Video Grounding
  22. CVPR 2024Control4D: Efficient 4D Portrait Editing with Text
  23. CVPR 2024Countering Personalized Text-to-Image Generation with Influence Watermarks
  24. CVPR 2024Customization Assistant for Text-to-Image Generation
  25. CVPR 2024CustomListener: Text-guided Responsive Interaction for User-friendly Listening Head Generation
  26. CVPR 2024Dancing with Still Images: Video Distillation via Static-Dynamic Disentanglement
  27. CVPR 2024Deep Video Inverse Tone Mapping Based on Temporal Clues
  28. CVPR 2024Diff-BGM: A Diffusion Model for Video Background Music Generation
  29. CVPR 2024DiffPerformer: Iterative Learning of Consistent Latent Guidance for Diffusion-based Human Video Generation
  30. CVPR 2024DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data
  31. CVPR 2024Direct2.5: Diverse Text-to-3D Generation via Multi-view 2.5D Diffusion
  32. CVPR 2024DreamPropeller: Supercharge Text-to-3D Generation with Parallel Sampling
  33. CVPR 2024DyBluRF: Dynamic Neural Radiance Fields from Blurry Monocular Video
  34. CVPR 2024Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs
  35. CVPR 2024EmoGen: Emotional Image Content Generation with Text-to-Image Diffusion Models
  36. CVPR 2024Enhanced Motion-Text Alignment for Image-to-Video Transfer Learning
  37. CVPR 2024Enhancing Video Super-Resolution via Implicit Resampling-based Alignment
  38. CVPR 2024EvalCrafter: Benchmarking and Evaluating Large Video Generation Models
  39. CVPR 2024FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation
  40. CVPR 2024Generating Human Motion in 3D Scenes from Text Descriptions
  41. CVPR 2024Generative Rendering: Controllable 4D-Guided Video Generation with 2D Diffusion Models
  42. CVPR 2024GenTron: Diffusion Transformers for Image and Video Generation
  43. CVPR 2024GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation
  44. CVPR 2024Grid Diffusion Models for Text-to-Video Generation
  45. CVPR 2024HanDiffuser: Text-to-Image Generation With Realistic Hand Appearances
  46. CVPR 2024Hierarchical Patch Diffusion Models for High-Resolution Video Generation
  47. CVPR 2024Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation
  48. CVPR 2024HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding
  49. CVPR 2024Holistic Features are almost Sufficient for Text-to-Video Retrieval
  50. CVPR 2024HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting

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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