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 80 篇，第 1 / 2 页

  1. CVPR 20231000 FPS HDR Video With a Spike-RGB Hybrid Camera
  2. CVPR 20233D Highlighter: Localizing Regions on 3D Shapes via Text Descriptions
  3. CVPR 20233D Video Loops From Asynchronous Input
  4. CVPR 2023Align Your Latents: High-Resolution Video Synthesis With Latent Diffusion Models
  5. CVPR 2023Aligning Step-by-Step Instructional Diagrams to Video Demonstrations
  6. CVPR 2023All in One: Exploring Unified Video-Language Pre-Training
  7. CVPR 2023An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling
  8. CVPR 2023Being Comes From Not-Being: Open-Vocabulary Text-to-Motion Generation With Wordless Training
  9. CVPR 2023Bidirectional Cross-Modal Knowledge Exploration for Video Recognition With Pre-Trained Vision-Language Models
  10. CVPR 2023Blind Video Deflickering by Neural Filtering With a Flawed Atlas
  11. CVPR 2023Boosting Weakly-Supervised Temporal Action Localization With Text Information
  12. CVPR 2023Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval?
  13. CVPR 2023CelebV-Text: A Large-Scale Facial Text-Video Dataset
  14. CVPR 2023Clover: Towards a Unified Video-Language Alignment and Fusion Model
  15. CVPR 2023CNVid-3.5M: Build, Filter, and Pre-Train the Large-Scale Public Chinese Video-Text Dataset
  16. CVPR 2023Compression-Aware Video Super-Resolution
  17. CVPR 2023Conditional Text Image Generation With Diffusion Models
  18. CVPR 2023Consistent Direct Time-of-Flight Video Depth Super-Resolution
  19. CVPR 2023Deep Stereo Video Inpainting
  20. CVPR 2023DeepSolo: Let Transformer Decoder With Explicit Points Solo for Text Spotting
  21. CVPR 2023Diffusion-SDF: Text-To-Shape via Voxelized Diffusion
  22. CVPR 2023Discovering the Real Association: Multimodal Causal Reasoning in Video Question Answering
  23. CVPR 2023DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation
  24. CVPR 2023Dual Alignment Unsupervised Domain Adaptation for Video-Text Retrieval
  25. CVPR 2023End-to-End Video Matting With Trimap Propagation
  26. CVPR 2023EVAL: Explainable Video Anomaly Localization
  27. CVPR 2023Exploring Discontinuity for Video Frame Interpolation
  28. CVPR 2023Fine-Grained Audible Video Description
  29. CVPR 2023Fine-Tuned CLIP Models Are Efficient Video Learners
  30. CVPR 2023GLIGEN: Open-Set Grounded Text-to-Image Generation
  31. CVPR 2023Handwritten Text Generation From Visual Archetypes
  32. CVPR 2023HARP: Personalized Hand Reconstruction From a Monocular RGB Video
  33. CVPR 2023Hierarchical B-Frame Video Coding Using Two-Layer CANF Without Motion Coding
  34. CVPR 2023Hierarchical Semantic Correspondence Networks for Video Paragraph Grounding
  35. CVPR 2023HierVL: Learning Hierarchical Video-Language Embeddings
  36. CVPR 2023HyperReel: High-Fidelity 6-DoF Video With Ray-Conditioned Sampling
  37. CVPR 2023InstantAvatar: Learning Avatars From Monocular Video in 60 Seconds
  38. CVPR 2023Iterative Proposal Refinement for Weakly-Supervised Video Grounding
  39. CVPR 2023Language-Guided Music Recommendation for Video via Prompt Analogies
  40. CVPR 2023LAVENDER: Unifying Video-Language Understanding As Masked Language Modeling
  41. CVPR 2023Learning Event Guided High Dynamic Range Video Reconstruction
  42. CVPR 2023Learning Video Representations From Large Language Models
  43. CVPR 2023LightedDepth: Video Depth Estimation in Light of Limited Inference View Angles
  44. CVPR 2023Mask-Free Video Instance Segmentation
  45. CVPR 2023MELTR: Meta Loss Transformer for Learning To Fine-Tune Video Foundation Models
  46. CVPR 2023MoStGAN-V: Video Generation With Temporal Motion Styles
  47. CVPR 2023MOVES: Manipulated Objects in Video Enable Segmentation
  48. CVPR 2023Neural Video Compression With Diverse Contexts
  49. CVPR 2023Non-Contrastive Unsupervised Learning of Physiological Signals From Video
  50. CVPR 2023Panoptic Video Scene Graph Generation

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。

「多模态生成」下的其他主题