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 170 篇，第 2 / 4 页

  1. CVPR 2023Procedure-Aware Pretraining for Instructional Video Understanding
  2. CVPR 2023ProTeGe: Untrimmed Pretraining for Video Temporal Grounding by Video Temporal Grounding
  3. CVPR 2023Range-Nullspace Video Frame Interpolation With Focalized Motion Estimation
  4. CVPR 2023ReCo: Region-Controlled Text-to-Image Generation
  5. CVPR 2023Reconstructing Signing Avatars From Video Using Linguistic Priors
  6. CVPR 2023Recurrence Without Recurrence: Stable Video Landmark Detection With Deep Equilibrium Models
  7. CVPR 2023Shape-Aware Text-Driven Layered Video Editing
  8. CVPR 2023Shifted Diffusion for Text-to-Image Generation
  9. CVPR 2023Streaming Video Model
  10. CVPR 2023SViTT: Temporal Learning of Sparse Video-Text Transformers
  11. CVPR 2023TAPS3D: Text-Guided 3D Textured Shape Generation From Pseudo Supervision
  12. CVPR 2023Tell Me What Happened: Unifying Text-Guided Video Completion via Multimodal Masked Video Generation
  13. CVPR 2023Test of Time: Instilling Video-Language Models With a Sense of Time
  14. CVPR 2023Text With Knowledge Graph Augmented Transformer for Video Captioning
  15. CVPR 2023Text-Visual Prompting for Efficient 2D Temporal Video Grounding
  16. CVPR 2023Text2Scene: Text-Driven Indoor Scene Stylization With Part-Aware Details
  17. CVPR 2023Towards Fast Adaptation of Pretrained Contrastive Models for Multi-Channel Video-Language Retrieval
  18. CVPR 2023Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training
  19. CVPR 2023Towards Unified Scene Text Spotting Based on Sequence Generation
  20. CVPR 2023Turning a CLIP Model Into a Scene Text Detector
  21. CVPR 2023Use Your Head: Improving Long-Tail Video Recognition
  22. CVPR 2023Variational Distribution Learning for Unsupervised Text-to-Image Generation
  23. CVPR 2023Video Compression With Entropy-Constrained Neural Representations
  24. CVPR 2023Video Probabilistic Diffusion Models in Projected Latent Space
  25. CVPR 2023Video-Text As Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning
  26. CVPR 2023VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation
  27. CVPR 2023VideoTrack: Learning To Track Objects via Video Transformer
  28. CVPR 2023Vita-CLIP: Video and Text Adaptive CLIP via Multimodal Prompting
  29. CVPR 2023VoP: Text-Video Co-Operative Prompt Tuning for Cross-Modal Retrieval
  30. CVPR 2023Weakly Supervised Video Representation Learning With Unaligned Text for Sequential Videos
  31. ICLR 2023A Control-Centric Benchmark for Video Prediction
  32. ICLR 2023An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation
  33. ICLR 2023An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
  34. ICLR 2023Calibrating Sequence likelihood Improves Conditional Language Generation
  35. ICLR 2023CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Alignment
  36. ICLR 2023CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers
  37. ICLR 2023Copy is All You Need
  38. ICLR 2023DeCap: Decoding CLIP Latents for Zero-Shot Captioning via Text-Only Training
  39. ICLR 2023DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models
  40. ICLR 2023ISS: Image as Stepping Stone for Text-Guided 3D Shape Generation
  41. ICLR 2023Make-A-Video: Text-to-Video Generation without Text-Video Data
  42. ICLR 2023Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions
  43. ICLR 2023PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales
  44. ICLR 2023PV3D: A 3D Generative Model for Portrait Video Generation
  45. ICLR 2023SMART: Sentences as Basic Units for Text Evaluation
  46. ICLR 2023Spiking Convolutional Neural Networks for Text Classification
  47. ICLR 2023Tailoring Language Generation Models under Total Variation Distance
  48. ICLR 2023Text Summarization with Oracle Expectation
  49. ICLR 2023TextShield: Beyond Successfully Detecting Adversarial Sentences in text classification
  50. ICLR 2023Towards Smooth Video Composition

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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