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 20 / 24 页

  1. ICML 2024Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators
  2. ICML 2024Position: On the Possibilities of AI-Generated Text Detection
  3. ICML 2024Position: Video as the New Language for Real-World Decision Making
  4. ICML 2024Principled Gradient-Based MCMC for Conditional Sampling of Text
  5. ICML 2024Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
  6. ICML 2024Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices
  7. ICML 2024Successor Features for Efficient Multi-Subject Controlled Text Generation
  8. ICML 2024VideoPoet: A Large Language Model for Zero-Shot Video Generation
  9. ICML 2024VideoPrism: A Foundational Visual Encoder for Video Understanding
  10. ICML 2024X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation
  11. NeurIPS 2024AID: Attention Interpolation of Text-to-Image Diffusion
  12. NeurIPS 2024Animate3D: Animating Any 3D Model with Multi-view Video Diffusion
  13. NeurIPS 2024AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models
  14. NeurIPS 2024Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation
  15. NeurIPS 2024AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation
  16. NeurIPS 2024Beyond Aesthetics: Cultural Competence in Text-to-Image Models
  17. NeurIPS 2024Boosting Text-to-Video Generative Model with MLLMs Feedback
  18. NeurIPS 2024ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
  19. NeurIPS 2024Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control
  20. NeurIPS 2024Compositional 3D-aware Video Generation with LLM Director
  21. NeurIPS 2024ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty
  22. NeurIPS 2024Consent in Crisis: The Rapid Decline of the AI Data Commons
  23. NeurIPS 2024COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing
  24. NeurIPS 2024CV-VAE: A Compatible Video VAE for Latent Generative Video Models
  25. NeurIPS 2024DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion
  26. NeurIPS 2024Don't Look Twice: Faster Video Transformers with Run-Length Tokenization
  27. NeurIPS 2024DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs
  28. NeurIPS 2024Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning
  29. NeurIPS 2024Evaluation of Text-to-Video Generation Models: A Dynamics Perspective
  30. NeurIPS 2024Exocentric-to-Egocentric Video Generation
  31. NeurIPS 2024FIFO-Diffusion: Generating Infinite Videos from Text without Training
  32. NeurIPS 2024FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention
  33. NeurIPS 2024Generating compositional scenes via Text-to-image RGBA Instance Generation
  34. NeurIPS 2024GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching
  35. NeurIPS 2024Incentivizing Quality Text Generation via Statistical Contracts
  36. NeurIPS 2024LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction
  37. NeurIPS 2024LAVIB: A Large-scale Video Interpolation Benchmark
  38. NeurIPS 2024LVD-2M: A Long-take Video Dataset with Temporally Dense Captions
  39. NeurIPS 2024Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration
  40. NeurIPS 2024MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions
  41. NeurIPS 2024Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
  42. NeurIPS 2024MotionBooth: Motion-Aware Customized Text-to-Video Generation
  43. NeurIPS 2024On the Noise Robustness of In-Context Learning for Text Generation
  44. NeurIPS 2024One-Step Diffusion Distillation through Score Implicit Matching
  45. NeurIPS 2024Probing Social Bias in Labor Market Text Generation by ChatGPT: A Masked Language Model Approach
  46. NeurIPS 2024ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
  47. NeurIPS 2024Reproducibility Study of "ITI-GEN: Inclusive Text-to-Image Generation"
  48. NeurIPS 2024Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
  49. NeurIPS 2024SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset
  50. NeurIPS 2024Scaling Sign Language Translation

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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