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 1,185 篇，第 22 / 24 页

  1. CVPR 2023HyperReel: High-Fidelity 6-DoF Video With Ray-Conditioned Sampling
  2. CVPR 2023InstantAvatar: Learning Avatars From Monocular Video in 60 Seconds
  3. CVPR 2023Iterative Proposal Refinement for Weakly-Supervised Video Grounding
  4. CVPR 2023Language-Guided Music Recommendation for Video via Prompt Analogies
  5. CVPR 2023LAVENDER: Unifying Video-Language Understanding As Masked Language Modeling
  6. CVPR 2023Learning Event Guided High Dynamic Range Video Reconstruction
  7. CVPR 2023Learning Video Representations From Large Language Models
  8. CVPR 2023LightedDepth: Video Depth Estimation in Light of Limited Inference View Angles
  9. CVPR 2023Mask-Free Video Instance Segmentation
  10. CVPR 2023MELTR: Meta Loss Transformer for Learning To Fine-Tune Video Foundation Models
  11. CVPR 2023MoStGAN-V: Video Generation With Temporal Motion Styles
  12. CVPR 2023MOVES: Manipulated Objects in Video Enable Segmentation
  13. CVPR 2023Neural Video Compression With Diverse Contexts
  14. CVPR 2023Non-Contrastive Unsupervised Learning of Physiological Signals From Video
  15. CVPR 2023Panoptic Video Scene Graph Generation
  16. CVPR 2023Procedure-Aware Pretraining for Instructional Video Understanding
  17. CVPR 2023ProTeGe: Untrimmed Pretraining for Video Temporal Grounding by Video Temporal Grounding
  18. CVPR 2023Range-Nullspace Video Frame Interpolation With Focalized Motion Estimation
  19. CVPR 2023ReCo: Region-Controlled Text-to-Image Generation
  20. CVPR 2023Reconstructing Signing Avatars From Video Using Linguistic Priors
  21. CVPR 2023Recurrence Without Recurrence: Stable Video Landmark Detection With Deep Equilibrium Models
  22. CVPR 2023Shape-Aware Text-Driven Layered Video Editing
  23. CVPR 2023Shifted Diffusion for Text-to-Image Generation
  24. CVPR 2023Streaming Video Model
  25. CVPR 2023SViTT: Temporal Learning of Sparse Video-Text Transformers
  26. CVPR 2023TAPS3D: Text-Guided 3D Textured Shape Generation From Pseudo Supervision
  27. CVPR 2023Tell Me What Happened: Unifying Text-Guided Video Completion via Multimodal Masked Video Generation
  28. CVPR 2023Test of Time: Instilling Video-Language Models With a Sense of Time
  29. CVPR 2023Text With Knowledge Graph Augmented Transformer for Video Captioning
  30. CVPR 2023Text-Visual Prompting for Efficient 2D Temporal Video Grounding
  31. CVPR 2023Text2Scene: Text-Driven Indoor Scene Stylization With Part-Aware Details
  32. CVPR 2023Towards Fast Adaptation of Pretrained Contrastive Models for Multi-Channel Video-Language Retrieval
  33. CVPR 2023Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training
  34. CVPR 2023Towards Unified Scene Text Spotting Based on Sequence Generation
  35. CVPR 2023Turning a CLIP Model Into a Scene Text Detector
  36. CVPR 2023Use Your Head: Improving Long-Tail Video Recognition
  37. CVPR 2023Variational Distribution Learning for Unsupervised Text-to-Image Generation
  38. CVPR 2023Video Compression With Entropy-Constrained Neural Representations
  39. CVPR 2023Video Probabilistic Diffusion Models in Projected Latent Space
  40. CVPR 2023Video-Text As Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning
  41. CVPR 2023VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation
  42. CVPR 2023VideoTrack: Learning To Track Objects via Video Transformer
  43. CVPR 2023Vita-CLIP: Video and Text Adaptive CLIP via Multimodal Prompting
  44. CVPR 2023VoP: Text-Video Co-Operative Prompt Tuning for Cross-Modal Retrieval
  45. CVPR 2023Weakly Supervised Video Representation Learning With Unaligned Text for Sequential Videos
  46. ICLR 2023A Control-Centric Benchmark for Video Prediction
  47. ICLR 2023An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation
  48. ICLR 2023An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
  49. ICLR 2023Calibrating Sequence likelihood Improves Conditional Language Generation
  50. ICLR 2023CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Alignment

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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