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 6 / 9 页

  1. ICLR 2026MotionStream: Real-Time Video Generation with Interactive Motion Controls
  2. ICLR 2026MTVCraft: Tokenizing 4D Motion for Arbitrary Character Animation
  3. ICLR 2026NarrLV: Towards a Comprehensive Narrative-Centric Evaluation for Long Video Generation
  4. ICLR 2026Neodragon: Mobile Video Generation Using Diffusion Transformer
  5. ICLR 2026NeRV-Diffusion: Diffuse Implicit Neural Representation for Video Synthesis
  6. ICLR 2026NewtonGen: Physics-consistent and Controllable Text-to-Video Generation via Neural Newtonian Dynamics
  7. ICLR 2026Phantom-Data: Towards a General Subject-Consistent Video Generation Dataset
  8. ICLR 2026Pusa V1.0: Unlocking Temporal Control in Pretrained Video Diffusion Models via Vectorized Timestep Adaptation
  9. ICLR 2026ReactID: Synchronizing Realistic Actions and Identity in Personalized Video Generation
  10. ICLR 2026Real-Time Motion-Controllable Autoregressive Video Diffusion
  11. ICLR 2026Revisiting Global Text Conditioning in Diffusion Transformers
  12. ICLR 2026Robust Test-time Video-Text Retrieval: Benchmarking and Adapting for Query Shifts
  13. ICLR 2026Rolling Forcing: Autoregressive Long Video Diffusion in Real Time
  14. ICLR 2026SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
  15. ICLR 2026Scale-wise Distillation of Diffusion Models
  16. ICLR 2026Self-Forcing++: Towards Minute-Scale High-Quality Video Generation
  17. ICLR 2026SenseFlow: Scaling Distribution Matching for Flow-based Text-to-Image Distillation
  18. ICLR 2026SimpleGVR: A Simple Baseline for Latent-Cascaded Generative Video Super-Resolution
  19. ICLR 2026Stable Video Infinity: Infinite-Length Video Generation with Error Recycling
  20. ICLR 2026SteinsGate: Adding Causality to Diffusions for Long Video Generation via Path Integral
  21. ICLR 2026Target-Aware Video Diffusion Models
  22. ICLR 2026Text summarization via global structure awareness
  23. ICLR 2026Text-to-3D by Stitching a Multi-view Reconstruction Network to a Video Generator
  24. ICLR 2026Time-to-Move: Training-Free Motion-Controlled Video Generation via Dual-Clock Denoising
  25. ICLR 2026ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing
  26. ICLR 2026Towards One-step Causal Video Generation via Adversarial Self-Distillation
  27. ICLR 2026TPDiff: Temporal Pyramid Video Diffusion Model
  28. ICLR 2026Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer
  29. ICLR 2026TriC-Motion: Tri-Domain Causal Modeling Grounded Text-to-Motion Generation
  30. ICLR 2026TS-Attn: Temporal-wise Separable Attention for Multi-Event Video Generation
  31. ICLR 2026TTOM: Test-Time Optimization and Memorization for Compositional Video Generation
  32. ICLR 2026UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformers
  33. ICLR 2026Unified In-Context Video Editing
  34. ICLR 2026Uniform Discrete Diffusion with Metric Path for Video Generation
  35. ICLR 2026Video Unlearning via Low-Rank Refusal Vector
  36. ICLR 2026Video-As-Prompt: Unified Semantic Control for Video Generation
  37. ICLR 2026VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation
  38. ICLR 2026Vivid-VR: Distilling Concepts from Text-to-Video Diffusion Transformer for Photorealistic Video Restoration
  39. ICLR 2026VL-JEPA: Joint Embedding Predictive Architecture for Vision-language
  40. ICLR 2026VMoBA: Mixture-of-Block Attention for Video Diffusion Models
  41. ICLR 2026Weak-to-Strong Diffusion
  42. ICLR 2026WoW!: World Models in a Closed-Loop World
  43. ICML 2026$\text{DT}^\text{2}$: Decision-Targeted Digital Twins
  44. ICML 2026A Very Big Video Reasoning Suite
  45. ICML 2026AlignVid: Taming Visual Dominance via Training-Free Attention Modulation in Text-guided Image-to-Video Generation
  46. ICML 2026AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation
  47. ICML 2026Beyond Detection: A Structure-Aware Framework for Scene Text Tracking
  48. ICML 2026CameraNoise: Enabling Faithful Camera Control in Video Diffusion through Geometry-Flow-Guided Noise Warping
  49. ICML 2026CamGeo: Sparse Camera-Conditioned Image-to-Video Generation with 3D Geometry Priors
  50. ICML 2026Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation

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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