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 320 篇，第 1 / 7 页

  1. CVPR 20254D-Fly: Fast 4D Reconstruction from a Single Monocular Video
  2. CVPR 20254Real-Video: Learning Generalizable Photo-Realistic 4D Video Diffusion
  3. CVPR 2025AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction
  4. CVPR 2025Adapting Text-to-Image Generation with Feature Difference Instruction for Generic Image Restoration
  5. CVPR 2025AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM
  6. CVPR 2025AKiRa: Augmentation Kit on Rays for Optical Video Generation
  7. CVPR 2025AMO Sampler: Enhancing Text Rendering with Overshooting
  8. CVPR 2025AnimateAnything: Consistent and Controllable Animation for Video Generation
  9. CVPR 2025AniMo: Species-Aware Model for Text-Driven Animal Motion Generation
  10. CVPR 2025AnyMoLe: Any Character Motion In-betweening Leveraging Video Diffusion Models
  11. CVPR 2025Apply Hierarchical-Chain-of-Generation to Complex Attributes Text-to-3D Generation
  12. CVPR 2025AR-Diffusion: Asynchronous Video Generation with Auto-Regressive Diffusion
  13. CVPR 2025Articulated Kinematics Distillation from Video Diffusion Models
  14. CVPR 2025AToM: Aligning Text-to-Motion Model at Event-Level with GPT-4Vision Reward
  15. CVPR 2025Blind Bitstream-corrupted Video Recovery via Metadata-guided Diffusion Model
  16. CVPR 2025BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations
  17. CVPR 2025ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way
  18. CVPR 2025Can Text-to-Video Generation help Video-Language Alignment?
  19. CVPR 2025ChatGen: Automatic Text-to-Image Generation From FreeStyle Chatting
  20. CVPR 2025Coherent 3D Portrait Video Reconstruction via Triplane Fusion
  21. CVPR 2025Compass Control: Multi Object Orientation Control for Text-to-Image Generation
  22. CVPR 2025D^3-Human: Dynamic Disentangled Digital Human from Monocular Video
  23. CVPR 2025DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models
  24. CVPR 2025DiffVsgg: Diffusion-Driven Online Video Scene Graph Generation
  25. CVPR 2025DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval
  26. CVPR 2025DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation
  27. CVPR 2025Divot: Diffusion Powers Video Tokenizer for Comprehension and Generation
  28. CVPR 2025DriveScape: High-Resolution Driving Video Generation by Multi-View Feature Fusion
  29. CVPR 2025EDEN: Enhanced Diffusion for High-quality Large-motion Video Frame Interpolation
  30. CVPR 2025Efficient Long Video Tokenization via Coordinate-based Patch Reconstruction
  31. CVPR 2025Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency
  32. CVPR 2025EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering
  33. CVPR 2025EIDT-V: Exploiting Intersections in Diffusion Trajectories for Model-Agnostic, Zero-Shot, Training-Free Text-to-Video Generation
  34. CVPR 2025Encapsulated Composition of Text-to-Image and Text-to-Video Models for High-Quality Video Synthesis
  35. CVPR 2025EntitySAM: Segment Everything in Video
  36. CVPR 2025Event Ellipsometer: Event-based Mueller-Matrix Video Imaging
  37. CVPR 2025Event-based Video Super-Resolution via State Space Models
  38. CVPR 2025Event-Equalized Dense Video Captioning
  39. CVPR 2025ExpertAF: Expert Actionable Feedback from Video
  40. CVPR 2025Face Forgery Video Detection via Temporal Forgery Cue Unraveling
  41. CVPR 2025FATE: Full-head Gaussian Avatar with Textural Editing from Monocular Video
  42. CVPR 2025FineVQ: Fine-Grained User Generated Content Video Quality Assessment
  43. CVPR 2025FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations
  44. CVPR 2025FloVD: Optical Flow Meets Video Diffusion Model for Enhanced Camera-Controlled Video Synthesis
  45. CVPR 2025Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation
  46. CVPR 2025FreePCA: Integrating Consistency Information across Long-short Frames in Training-free Long Video Generation via Principal Component Analysis
  47. CVPR 2025From Slow Bidirectional to Fast Autoregressive Video Diffusion Models
  48. CVPR 2025GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control
  49. CVPR 2025Generative Inbetweening through Frame-wise Conditions-Driven Video Generation
  50. CVPR 2025Generative Video Propagation

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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