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 21 / 24 页

  1. NeurIPS 2024SF-V: Single Forward Video Generation Model
  2. NeurIPS 2024ShareGPT4Video: Improving Video Understanding and Generation with Better Captions
  3. NeurIPS 2024ShowMaker: Creating High-Fidelity 2D Human Video via Fine-Grained Diffusion Modeling
  4. NeurIPS 2024SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM
  5. NeurIPS 2024StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
  6. NeurIPS 2024T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback
  7. NeurIPS 2024T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
  8. NeurIPS 2024Tell What You Hear From What You See - Video to Audio Generation Through Text
  9. NeurIPS 2024Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model
  10. NeurIPS 2024VideoTetris: Towards Compositional Text-to-Video Generation
  11. NeurIPS 2024VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models
  12. NeurIPS 2024Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels
  13. NeurIPS 2024ViLCo-Bench: VIdeo Language COntinual learning Benchmark
  14. NeurIPS 2024Vivid-ZOO: Multi-View Video Generation with Diffusion Model
  15. NeurIPS 2024Vript: A Video Is Worth Thousands of Words
  16. CVPR 20231000 FPS HDR Video With a Spike-RGB Hybrid Camera
  17. CVPR 20233D Highlighter: Localizing Regions on 3D Shapes via Text Descriptions
  18. CVPR 20233D Video Loops From Asynchronous Input
  19. CVPR 2023Align Your Latents: High-Resolution Video Synthesis With Latent Diffusion Models
  20. CVPR 2023Aligning Step-by-Step Instructional Diagrams to Video Demonstrations
  21. CVPR 2023All in One: Exploring Unified Video-Language Pre-Training
  22. CVPR 2023An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling
  23. CVPR 2023Being Comes From Not-Being: Open-Vocabulary Text-to-Motion Generation With Wordless Training
  24. CVPR 2023Bidirectional Cross-Modal Knowledge Exploration for Video Recognition With Pre-Trained Vision-Language Models
  25. CVPR 2023Blind Video Deflickering by Neural Filtering With a Flawed Atlas
  26. CVPR 2023Boosting Weakly-Supervised Temporal Action Localization With Text Information
  27. CVPR 2023Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval?
  28. CVPR 2023CelebV-Text: A Large-Scale Facial Text-Video Dataset
  29. CVPR 2023Clover: Towards a Unified Video-Language Alignment and Fusion Model
  30. CVPR 2023CNVid-3.5M: Build, Filter, and Pre-Train the Large-Scale Public Chinese Video-Text Dataset
  31. CVPR 2023Compression-Aware Video Super-Resolution
  32. CVPR 2023Conditional Text Image Generation With Diffusion Models
  33. CVPR 2023Consistent Direct Time-of-Flight Video Depth Super-Resolution
  34. CVPR 2023Deep Stereo Video Inpainting
  35. CVPR 2023DeepSolo: Let Transformer Decoder With Explicit Points Solo for Text Spotting
  36. CVPR 2023Diffusion-SDF: Text-To-Shape via Voxelized Diffusion
  37. CVPR 2023Discovering the Real Association: Multimodal Causal Reasoning in Video Question Answering
  38. CVPR 2023DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation
  39. CVPR 2023Dual Alignment Unsupervised Domain Adaptation for Video-Text Retrieval
  40. CVPR 2023End-to-End Video Matting With Trimap Propagation
  41. CVPR 2023EVAL: Explainable Video Anomaly Localization
  42. CVPR 2023Exploring Discontinuity for Video Frame Interpolation
  43. CVPR 2023Fine-Grained Audible Video Description
  44. CVPR 2023Fine-Tuned CLIP Models Are Efficient Video Learners
  45. CVPR 2023GLIGEN: Open-Set Grounded Text-to-Image Generation
  46. CVPR 2023Handwritten Text Generation From Visual Archetypes
  47. CVPR 2023HARP: Personalized Hand Reconstruction From a Monocular RGB Video
  48. CVPR 2023Hierarchical B-Frame Video Coding Using Two-Layer CANF Without Motion Coding
  49. CVPR 2023Hierarchical Semantic Correspondence Networks for Video Paragraph Grounding
  50. CVPR 2023HierVL: Learning Hierarchical Video-Language Embeddings

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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