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 448 篇，第 1 / 9 页

  1. CVPR 20263D sans 3D Scans Scalable Pre-training from Video-Generated Point Clouds
  2. CVPR 20263D-Aware Implicit Motion Control for View-Adaptive Human Video Generation
  3. CVPR 2026A Bit is All You Need Efficient Video Capture via
  4. CVPR 2026A Self-Conditioned Representation Guided Diffusion Model for Realistic Text-to-LiDAR Scene
  5. CVPR 2026Accelerating Diffusion-based Video Editing via Heterogeneous Caching Beyond Full Computing
  6. CVPR 2026Accelerating Streaming Video Large Language Models via Hierarchical Token Compression
  7. CVPR 2026AdaCluster Adaptive Query-Key Clustering for Sparse Attention in Video Generation
  8. CVPR 2026AdaIAT Adaptively Increasing Attention to Generated Text to Alleviate Hallucinations
  9. CVPR 2026AE2VID Event-based Video Reconstruction via Aperture Modulation
  10. CVPR 2026AlcheMinT Fine-grained Temporal Control for Multi-Reference Consistent Video Generation
  11. CVPR 2026Alert-CLIP Abnormality-aware Latent-Enhanced Representation Tuning of CLIP for Video Anomaly
  12. CVPR 2026An Empirical Study on How Video-LLMs Answer Video Questions
  13. CVPR 2026AniMimic Imitating 3D Animation from Video Priors
  14. CVPR 2026Anti-I2V Safeguarding your Photos from Malicious Image-to-video Generation
  15. CVPR 2026Are We Ready for RL in Text-to-3D Generation A Progressive
  16. CVPR 2026Attention Surgery An Efficient Recipe to Linearize Your Video Diffusion
  17. CVPR 2026AutoCut End-to-end advertisement video editing based on multimodal discretization and
  18. CVPR 2026BAgger Backwards Aggregation for Mitigating Drift in Autoregressive Video Diffusion
  19. CVPR 2026BiMotion B-spline Motion for Text-guided Dynamic 3D Character Generation
  20. CVPR 2026Building a Precise Video Language with Human-AI Oversight
  21. CVPR 2026CamDirector Towards Long-Term Coherent Video Trajectory Editing
  22. CVPR 2026Camera Control for Text-to-Image Generation via Learning Viewpoint Tokens
  23. CVPR 2026Causality in Video Diffusers is Separable from Denoising
  24. CVPR 2026CI-VID A Coherent Interleaved Text-Video Dataset
  25. CVPR 2026CineScene Implicit 3D as Effective Scene Representation for Cinematic Video
  26. CVPR 2026Cluster-Wise Spatio-Temporal Masking for Efficient Video-Language Pretraining
  27. CVPR 2026Compositional Text-to-Image Generation Via Region-aware Bimodal Direct Preference Optimization
  28. CVPR 2026ConsID-Gen View-Consistent and Identity-Preserving Image-to-Video Generation
  29. CVPR 2026CoT-Edit Let CoT Guide Instruction Video Editing
  30. CVPR 2026Cross-Modal Emotion Transfer for Emotion Editing in Talking Face Video
  31. CVPR 2026CubeComposer Spatio-Temporal Autoregressive 4K 360deg Video Generation from Perspective Video
  32. CVPR 2026CVA Context-aware Video-text Alignment for Video Temporal Grounding
  33. CVPR 2026DeltaQuant 4-bit Video Diffusion Models with Spatiotemporal Delta Smoothing
  34. CVPR 2026DetAny4D Detect Anything 4D Temporally in a Streaming RGB Video
  35. CVPR 2026Diff4Splat Repurposing Video Diffusion Models for Dynamic Scene Generation
  36. CVPR 2026Diverse Video Generation with Determinantal Point Process-Guided Policy Optimization
  37. CVPR 2026DreamShot Personalized Storyboard Synthesis with Video Diffusion Prior
  38. CVPR 2026DreamStyle A Unified Framework for Video Stylization
  39. CVPR 2026DTG-Restore Training-Free Diffusion Refinement for Generative Video Super-Resolution
  40. CVPR 2026Dual-Granularity Memory for Efficient Video Generation
  41. CVPR 2026DUO-VSR Dual-Stream Distillation for One-Step Video Super-Resolution
  42. CVPR 2026Dynamic-eDiTor Training-Free Text-Driven 4D Scene Editing with Multimodal Diffusion Transformer
  43. CVPR 2026DynamicsBoost Dynamic Plausible Video Generation via Annotation-Free Continuation Preference Optimization
  44. CVPR 2026DynFusion Rethinking Condition Fusion for Adaptive Multi-Conditional Text-to-Image Generation
  45. CVPR 2026EagleNet Energy-Aware Fine-Grained Relationship Learning Network for Text-Video Retrieval
  46. CVPR 2026EasyV2V A High-quality Instruction-based Video Editing Framework
  47. CVPR 2026Echoes Over Time Unlocking Length Generalization in Video-to-Audio Generation Models
  48. CVPR 2026EchoFoley Event-Centric Hierarchical Control for Video Grounded Creative Sound Generation
  49. CVPR 2026EchoVDiff Cardiac-Cycle Echocardiography Video Generation from Arbitrary Single Frame
  50. CVPR 2026Efficient Training for Human Video Generation with Entropy-Guided Prioritized Progressive

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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