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 103 篇，第 2 / 3 页

  1. ICML 2026VideoTrace-R1: Long Video-based Retrieval-Augmented Generation via Reinforcement Learning
  2. ICML 2026WEVSR: Video Diffusion Generators for Real-World Video Super‑Resolution with Wavelet-Enhanced VAE Encoder
  3. ICML 2026Where Concept Erasure Should Occur: Concept–Layer Alignment in Text-to-Video Diffusion Models
  4. ICML 2026WildActor: Unconstrained Identity-Preserving Video Generation
  5. ICML 2026Zero-Shot Text-to-Motion Evaluation using Video Language Models
  6. ICML 2025AdaWorld: Learning Adaptable World Models with Latent Actions
  7. ICML 2025Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners
  8. ICML 2025Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention
  9. ICML 2025Contrastive Learning with Simplicial Convolutional Networks for Short-Text Classification
  10. ICML 2025Fast Video Generation with Sliding Tile Attention
  11. ICML 2025FlexiClip: Locality-Preserving Free-Form Character Animation
  12. ICML 2025GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning
  13. ICML 2025How to Synthesize Text Data without Model Collapse?
  14. ICML 2025Imitation Learning from a Single Temporally Misaligned Video
  15. ICML 2025MimicMotion: High-Quality Human Motion Video Generation with Confidence-aware Pose Guidance
  16. ICML 2025One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework
  17. ICML 2025Reflection-Window Decoding: Text Generation with Selective Refinement
  18. ICML 2025Structure-Guided Large Language Models for Text-to-SQL Generation
  19. ICML 2025Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation
  20. ICML 2024Compositional Text-to-Image Generation with Dense Blob Representations
  21. ICML 2024EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens
  22. ICML 2024GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting
  23. ICML 2024HumanTOMATO: Text-aligned Whole-body Motion Generation
  24. ICML 2024Improving Open-Ended Text Generation via Adaptive Decoding
  25. ICML 2024Model-Based Minimum Bayes Risk Decoding for Text Generation
  26. ICML 2024Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
  27. ICML 2024Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators
  28. ICML 2024Position: On the Possibilities of AI-Generated Text Detection
  29. ICML 2024Position: Video as the New Language for Real-World Decision Making
  30. ICML 2024Principled Gradient-Based MCMC for Conditional Sampling of Text
  31. ICML 2024Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
  32. ICML 2024Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices
  33. ICML 2024Successor Features for Efficient Multi-Subject Controlled Text Generation
  34. ICML 2024VideoPoet: A Large Language Model for Zero-Shot Video Generation
  35. ICML 2024VideoPrism: A Foundational Visual Encoder for Video Understanding
  36. ICML 2024X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation
  37. ICML 2023AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
  38. ICML 2023Controlled Text Generation with Natural Language Instructions
  39. ICML 2023Hyperbolic Image-text Representations
  40. ICML 2023Is Overfitting Necessary for Implicit Video Representation?
  41. ICML 2023Long-Term Rhythmic Video Soundtracker
  42. ICML 2023Muse: Text-To-Image Generation via Masked Generative Transformers
  43. ICML 2023Nugget: Neural Agglomerative Embeddings of Text
  44. ICML 2023On the Robustness of Text Vectorizers
  45. ICML 2023Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning
  46. ICML 2023PromptBoosting: Black-Box Text Classification with Ten Forward Passes
  47. ICML 2023Rethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster $\text{L}$-/$\text{L}^\natural$-Convex Function Minimization
  48. ICML 2023Semi-Offline Reinforcement Learning for Optimized Text Generation
  49. ICML 2023Temporally Consistent Transformers for Video Generation
  50. ICML 2023Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise

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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