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 35 篇，第 1 / 1 页

  1. ICLR 2024AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning
  2. ICLR 2024Are Models Biased on Text without Gender-related Language?
  3. ICLR 2024AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ
  4. ICLR 2024Branch-GAN: Improving Text Generation with (not so) Large Language Models
  5. ICLR 2024Closing the Curious Case of Neural Text Degeneration
  6. ICLR 2024COLLIE: Systematic Construction of Constrained Text Generation Tasks
  7. ICLR 2024Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models
  8. ICLR 2024Consistent Video-to-Video Transfer Using Synthetic Dataset
  9. ICLR 2024Consistent4D: Consistent 360° Dynamic Object Generation from Monocular Video
  10. ICLR 2024Controlled Text Generation via Language Model Arithmetic
  11. ICLR 2024ControlVideo: Training-free Controllable Text-to-video Generation
  12. ICLR 2024Cross-Modal Contextualized Diffusion Models for Text-Guided Visual Generation and Editing
  13. ICLR 2024Diffusion in Diffusion: Cyclic One-Way Diffusion for Text-Vision-Conditioned Generation
  14. ICLR 2024DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation
  15. ICLR 2024DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
  16. ICLR 2024DreamFlow: High-quality text-to-3D generation by Approximating Probability Flow
  17. ICLR 2024Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition
  18. ICLR 2024Federated Text-driven Prompt Generation for Vision-Language Models
  19. ICLR 2024FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
  20. ICLR 2024FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling
  21. ICLR 2024Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
  22. ICLR 2024InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
  23. ICLR 2024Jointly Training Large Autoregressive Multimodal Models
  24. ICLR 2024LLM-grounded Video Diffusion Models
  25. ICLR 2024Matryoshka Diffusion Models
  26. ICLR 2024Probabilistic Adaptation of Black-Box Text-to-Video Models
  27. ICLR 2024Provable Robust Watermarking for AI-Generated Text
  28. ICLR 2024Seer: Language Instructed Video Prediction with Latent Diffusion Models
  29. ICLR 2024SweetDreamer: Aligning Geometric Priors in 2D diffusion for Consistent Text-to-3D
  30. ICLR 2024TapMo: Shape-aware Motion Generation of Skeleton-free Characters
  31. ICLR 2024Text-to-3D with Classifier Score Distillation
  32. ICLR 2024TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields
  33. ICLR 2024VDT: General-purpose Video Diffusion Transformers via Mask Modeling
  34. ICLR 2024VersVideo: Leveraging Enhanced Temporal Diffusion Models for Versatile Video Generation
  35. ICLR 2024Video Language Planning

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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