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 170 篇，第 3 / 4 页

  1. ICLR 2023Video Scene Graph Generation from Single-Frame Weak Supervision
  2. ICML 2023AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
  3. ICML 2023Controlled Text Generation with Natural Language Instructions
  4. ICML 2023Hyperbolic Image-text Representations
  5. ICML 2023Is Overfitting Necessary for Implicit Video Representation?
  6. ICML 2023Long-Term Rhythmic Video Soundtracker
  7. ICML 2023Muse: Text-To-Image Generation via Masked Generative Transformers
  8. ICML 2023Nugget: Neural Agglomerative Embeddings of Text
  9. ICML 2023On the Robustness of Text Vectorizers
  10. ICML 2023Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning
  11. ICML 2023PromptBoosting: Black-Box Text Classification with Ten Forward Passes
  12. ICML 2023Rethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster $\text{L}$-/$\text{L}^\natural$-Convex Function Minimization
  13. ICML 2023Semi-Offline Reinforcement Learning for Optimized Text Generation
  14. ICML 2023Temporally Consistent Transformers for Video Generation
  15. ICML 2023Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise
  16. ICML 2023Text-To-4D Dynamic Scene Generation
  17. ICML 2023Text-To-Concept (and Back) via Cross-Model Alignment
  18. ICML 2023Towards Learning to Imitate from a Single Video Demonstration
  19. NeurIPS 2023Any-to-Any Generation via Composable Diffusion
  20. NeurIPS 2023AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation
  21. NeurIPS 2023AUDIT: Audio Editing by Following Instructions with Latent Diffusion Models
  22. NeurIPS 2023Beyond MLE: Convex Learning for Text Generation
  23. NeurIPS 2023Bitstream-Corrupted Video Recovery: A Novel Benchmark Dataset and Method
  24. NeurIPS 2023Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
  25. NeurIPS 2023CELLE-2: Translating Proteins to Pictures and Back with a Bidirectional Text-to-Image Transformer
  26. NeurIPS 2023Cocktail: Mixing Multi-Modality Control for Text-Conditional Image Generation
  27. NeurIPS 2023Compressed Video Prompt Tuning
  28. NeurIPS 2023DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation
  29. NeurIPS 2023DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction
  30. NeurIPS 2023Diversifying Spatial-Temporal Perception for Video Domain Generalization
  31. NeurIPS 2023Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback
  32. NeurIPS 2023DreamHuman: Animatable 3D Avatars from Text
  33. NeurIPS 2023DVSOD: RGB-D Video Salient Object Detection
  34. NeurIPS 2023Dynamic Non-monotone Submodular Maximization
  35. NeurIPS 2023Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models
  36. NeurIPS 2023FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation
  37. NeurIPS 2023Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator
  38. NeurIPS 2023GLOBER: Coherent Non-autoregressive Video Generation via GLOBal Guided Video DecodER
  39. NeurIPS 2023HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text
  40. NeurIPS 2023HT-Step: Aligning Instructional Articles with How-To Videos
  41. NeurIPS 2023Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion
  42. NeurIPS 2023Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics
  43. NeurIPS 2023Learning Universal Policies via Text-Guided Video Generation
  44. NeurIPS 2023MomentDiff: Generative Video Moment Retrieval from Random to Real
  45. NeurIPS 2023MotionGPT: Human Motion as a Foreign Language
  46. NeurIPS 2023MultiVENT: Multilingual Videos of Events and Aligned Natural Text
  47. NeurIPS 2023Norm-guided latent space exploration for text-to-image generation
  48. NeurIPS 2023Optimizing Prompts for Text-to-Image Generation
  49. NeurIPS 2023Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
  50. NeurIPS 2023PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model

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