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 23 / 24 页

  1. ICLR 2023CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers
  2. ICLR 2023Copy is All You Need
  3. ICLR 2023DeCap: Decoding CLIP Latents for Zero-Shot Captioning via Text-Only Training
  4. ICLR 2023DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models
  5. ICLR 2023ISS: Image as Stepping Stone for Text-Guided 3D Shape Generation
  6. ICLR 2023Make-A-Video: Text-to-Video Generation without Text-Video Data
  7. ICLR 2023Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions
  8. ICLR 2023PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales
  9. ICLR 2023PV3D: A 3D Generative Model for Portrait Video Generation
  10. ICLR 2023SMART: Sentences as Basic Units for Text Evaluation
  11. ICLR 2023Spiking Convolutional Neural Networks for Text Classification
  12. ICLR 2023Tailoring Language Generation Models under Total Variation Distance
  13. ICLR 2023Text Summarization with Oracle Expectation
  14. ICLR 2023TextShield: Beyond Successfully Detecting Adversarial Sentences in text classification
  15. ICLR 2023Towards Smooth Video Composition
  16. ICLR 2023Video Scene Graph Generation from Single-Frame Weak Supervision
  17. ICML 2023AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
  18. ICML 2023Controlled Text Generation with Natural Language Instructions
  19. ICML 2023Hyperbolic Image-text Representations
  20. ICML 2023Is Overfitting Necessary for Implicit Video Representation?
  21. ICML 2023Long-Term Rhythmic Video Soundtracker
  22. ICML 2023Muse: Text-To-Image Generation via Masked Generative Transformers
  23. ICML 2023Nugget: Neural Agglomerative Embeddings of Text
  24. ICML 2023On the Robustness of Text Vectorizers
  25. ICML 2023Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning
  26. ICML 2023PromptBoosting: Black-Box Text Classification with Ten Forward Passes
  27. ICML 2023Rethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster $\text{L}$-/$\text{L}^\natural$-Convex Function Minimization
  28. ICML 2023Semi-Offline Reinforcement Learning for Optimized Text Generation
  29. ICML 2023Temporally Consistent Transformers for Video Generation
  30. ICML 2023Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise
  31. ICML 2023Text-To-4D Dynamic Scene Generation
  32. ICML 2023Text-To-Concept (and Back) via Cross-Model Alignment
  33. ICML 2023Towards Learning to Imitate from a Single Video Demonstration
  34. NeurIPS 2023Any-to-Any Generation via Composable Diffusion
  35. NeurIPS 2023AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation
  36. NeurIPS 2023AUDIT: Audio Editing by Following Instructions with Latent Diffusion Models
  37. NeurIPS 2023Beyond MLE: Convex Learning for Text Generation
  38. NeurIPS 2023Bitstream-Corrupted Video Recovery: A Novel Benchmark Dataset and Method
  39. NeurIPS 2023Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
  40. NeurIPS 2023CELLE-2: Translating Proteins to Pictures and Back with a Bidirectional Text-to-Image Transformer
  41. NeurIPS 2023Cocktail: Mixing Multi-Modality Control for Text-Conditional Image Generation
  42. NeurIPS 2023Compressed Video Prompt Tuning
  43. NeurIPS 2023DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation
  44. NeurIPS 2023DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction
  45. NeurIPS 2023Diversifying Spatial-Temporal Perception for Video Domain Generalization
  46. NeurIPS 2023Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback
  47. NeurIPS 2023DreamHuman: Animatable 3D Avatars from Text
  48. NeurIPS 2023DVSOD: RGB-D Video Salient Object Detection
  49. NeurIPS 2023Dynamic Non-monotone Submodular Maximization
  50. NeurIPS 2023Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models

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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