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 247 篇，第 4 / 5 页

  1. ICLR 2024ControlVideo: Training-free Controllable Text-to-video Generation
  2. ICLR 2024Cross-Modal Contextualized Diffusion Models for Text-Guided Visual Generation and Editing
  3. ICLR 2024Diffusion in Diffusion: Cyclic One-Way Diffusion for Text-Vision-Conditioned Generation
  4. ICLR 2024DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation
  5. ICLR 2024DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
  6. ICLR 2024DreamFlow: High-quality text-to-3D generation by Approximating Probability Flow
  7. ICLR 2024Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition
  8. ICLR 2024Federated Text-driven Prompt Generation for Vision-Language Models
  9. ICLR 2024FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
  10. ICLR 2024FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling
  11. ICLR 2024Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
  12. ICLR 2024InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
  13. ICLR 2024Jointly Training Large Autoregressive Multimodal Models
  14. ICLR 2024LLM-grounded Video Diffusion Models
  15. ICLR 2024Matryoshka Diffusion Models
  16. ICLR 2024Probabilistic Adaptation of Black-Box Text-to-Video Models
  17. ICLR 2024Provable Robust Watermarking for AI-Generated Text
  18. ICLR 2024Seer: Language Instructed Video Prediction with Latent Diffusion Models
  19. ICLR 2024SweetDreamer: Aligning Geometric Priors in 2D diffusion for Consistent Text-to-3D
  20. ICLR 2024TapMo: Shape-aware Motion Generation of Skeleton-free Characters
  21. ICLR 2024Text-to-3D with Classifier Score Distillation
  22. ICLR 2024TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields
  23. ICLR 2024VDT: General-purpose Video Diffusion Transformers via Mask Modeling
  24. ICLR 2024VersVideo: Leveraging Enhanced Temporal Diffusion Models for Versatile Video Generation
  25. ICLR 2024Video Language Planning
  26. ICML 2024Compositional Text-to-Image Generation with Dense Blob Representations
  27. ICML 2024EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens
  28. ICML 2024GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting
  29. ICML 2024HumanTOMATO: Text-aligned Whole-body Motion Generation
  30. ICML 2024Improving Open-Ended Text Generation via Adaptive Decoding
  31. ICML 2024Model-Based Minimum Bayes Risk Decoding for Text Generation
  32. ICML 2024Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
  33. ICML 2024Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators
  34. ICML 2024Position: On the Possibilities of AI-Generated Text Detection
  35. ICML 2024Position: Video as the New Language for Real-World Decision Making
  36. ICML 2024Principled Gradient-Based MCMC for Conditional Sampling of Text
  37. ICML 2024Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
  38. ICML 2024Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices
  39. ICML 2024Successor Features for Efficient Multi-Subject Controlled Text Generation
  40. ICML 2024VideoPoet: A Large Language Model for Zero-Shot Video Generation
  41. ICML 2024VideoPrism: A Foundational Visual Encoder for Video Understanding
  42. ICML 2024X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation
  43. NeurIPS 2024AID: Attention Interpolation of Text-to-Image Diffusion
  44. NeurIPS 2024Animate3D: Animating Any 3D Model with Multi-view Video Diffusion
  45. NeurIPS 2024AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models
  46. NeurIPS 2024Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation
  47. NeurIPS 2024AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation
  48. NeurIPS 2024Beyond Aesthetics: Cultural Competence in Text-to-Image Models
  49. NeurIPS 2024Boosting Text-to-Video Generative Model with MLLMs Feedback
  50. NeurIPS 2024ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video 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。

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