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 52 篇，第 1 / 2 页

  1. NeurIPS 2023Any-to-Any Generation via Composable Diffusion
  2. NeurIPS 2023AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation
  3. NeurIPS 2023AUDIT: Audio Editing by Following Instructions with Latent Diffusion Models
  4. NeurIPS 2023Beyond MLE: Convex Learning for Text Generation
  5. NeurIPS 2023Bitstream-Corrupted Video Recovery: A Novel Benchmark Dataset and Method
  6. NeurIPS 2023Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
  7. NeurIPS 2023CELLE-2: Translating Proteins to Pictures and Back with a Bidirectional Text-to-Image Transformer
  8. NeurIPS 2023Cocktail: Mixing Multi-Modality Control for Text-Conditional Image Generation
  9. NeurIPS 2023Compressed Video Prompt Tuning
  10. NeurIPS 2023DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation
  11. NeurIPS 2023DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction
  12. NeurIPS 2023Diversifying Spatial-Temporal Perception for Video Domain Generalization
  13. NeurIPS 2023Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback
  14. NeurIPS 2023DreamHuman: Animatable 3D Avatars from Text
  15. NeurIPS 2023DVSOD: RGB-D Video Salient Object Detection
  16. NeurIPS 2023Dynamic Non-monotone Submodular Maximization
  17. NeurIPS 2023Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models
  18. NeurIPS 2023FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation
  19. NeurIPS 2023Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator
  20. NeurIPS 2023GLOBER: Coherent Non-autoregressive Video Generation via GLOBal Guided Video DecodER
  21. NeurIPS 2023HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text
  22. NeurIPS 2023HT-Step: Aligning Instructional Articles with How-To Videos
  23. NeurIPS 2023Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion
  24. NeurIPS 2023Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics
  25. NeurIPS 2023Learning Universal Policies via Text-Guided Video Generation
  26. NeurIPS 2023MomentDiff: Generative Video Moment Retrieval from Random to Real
  27. NeurIPS 2023MotionGPT: Human Motion as a Foreign Language
  28. NeurIPS 2023MultiVENT: Multilingual Videos of Events and Aligned Natural Text
  29. NeurIPS 2023Norm-guided latent space exploration for text-to-image generation
  30. NeurIPS 2023Optimizing Prompts for Text-to-Image Generation
  31. NeurIPS 2023Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
  32. NeurIPS 2023PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model
  33. NeurIPS 2023Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication
  34. NeurIPS 2023Quilt-1M: One Million Image-Text Pairs for Histopathology
  35. NeurIPS 2023Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective
  36. NeurIPS 2023Revealing the unseen: Benchmarking video action recognition under occlusion
  37. NeurIPS 2023SceneScape: Text-Driven Consistent Scene Generation
  38. NeurIPS 2023SEGA: Instructing Text-to-Image Models using Semantic Guidance
  39. NeurIPS 2023SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
  40. NeurIPS 2023StoryBench: A Multifaceted Benchmark for Continuous Story Visualization
  41. NeurIPS 2023Structured Voronoi Sampling
  42. NeurIPS 2023StyleDrop: Text-to-Image Synthesis of Any Style
  43. NeurIPS 2023SyncDiffusion: Coherent Montage via Synchronized Joint Diffusions
  44. NeurIPS 2023Towards Consistent Video Editing with Text-to-Image Diffusion Models
  45. NeurIPS 2023Uncertainty-Aware Alignment Network for Cross-Domain Video-Text Retrieval
  46. NeurIPS 2023Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models
  47. NeurIPS 2023UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation
  48. NeurIPS 2023Video Timeline Modeling For News Story Understanding
  49. NeurIPS 2023VideoComposer: Compositional Video Synthesis with Motion Controllability
  50. NeurIPS 2023ViSt3D: Video Stylization with 3D CNN

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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