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 101 篇，第 2 / 3 页

  1. NeurIPS 2026MEV: A Multi-Event Video Dataset for Long-Take Generation
  2. NeurIPS 2026MilliVid: Adaptive Latents for Long-Range Consistency in Video Generation
  3. NeurIPS 2026MobileWan: Closing the Quality Gap for Mobile Video Diffusion
  4. NeurIPS 2026MonarchRT: Efficient Attention for Real-Time Video Generation
  5. NeurIPS 2026MoRe-DVC: Motion Retrieval-Augmented Generation for Detailed Video Captioning
  6. NeurIPS 2026Not Another Text Benchmark: Putting the “Visual" Back in Visual Question Answering for Large Video Models
  7. NeurIPS 2026On Length Bias in EEG-to-Text Decoding
  8. NeurIPS 2026OpenCoF: Learning to Reason Through Video Generation
  9. NeurIPS 2026OptiWorld: Optimal Control for Video World Generation under Physical Constraints
  10. NeurIPS 2026Parameterized Stripe Attention for Efficient Video Generation
  11. NeurIPS 2026PARE: Pruning and Adaptive Routing for Efficient Video Generation
  12. NeurIPS 2026PermaVid: Consistent Video Generation Across Edits via Disentangled Context Memory
  13. NeurIPS 2026PhyMotion: Structured 3D Motion Reward for Physics-Grounded Human Video Generation
  14. NeurIPS 2026Physics-Informed Video Generation via Mixture-of-Experts Latent Alignment
  15. NeurIPS 2026PixelPonder: Dynamic Patch Adaptation for Enhanced Multi-Conditional Text-to-Image Generation
  16. NeurIPS 2026RankE: End-to-End Post-Training for Discrete Text-to-Image Generation with Decoder Co-Evolution
  17. NeurIPS 2026Rebalancing Reference Frame Dominance to Improve Motion in Image-to-Video Models
  18. NeurIPS 2026RECIPE: Procedural Planning via Grounding in Instructional Video
  19. NeurIPS 2026Recreating Video Arenas via Automated Preference Scoring
  20. NeurIPS 2026RigPAPR: Rig-Based Animation of Static Neural Point Clouds from a Single-View Video
  21. NeurIPS 2026Robust Dreamer: Deviation-Aware Latent Gaussian Memory for Action-Controlled AR Video Generation
  22. NeurIPS 2026RobustStress: Stress-Testing AI-Generated Text Detectors under Gradual Perturbations
  23. NeurIPS 2026Seed-Your-Motion: Householder Orthogonal Noise for Motion-Controllable Video Diffusion Models
  24. NeurIPS 2026Seeing the Unseen: Unified Visible–Invisible Motion for Physically Consistent Video Generation
  25. NeurIPS 2026SierpinskiCam: Camera-Controlled Video Retaking with Sierpinski Triangle Pattern Cues
  26. NeurIPS 2026Slide P2V-Bench: A Cross-Domain Benchmark for Slide-Centric Scientific Paper-to-Presentation Video Generation
  27. NeurIPS 2026SocialDirector: Training-Free Social Interaction Control for Multi-Person Video Generation
  28. NeurIPS 2026Sparkle: Realizing Lively Instruction-Guided Video Background Replacement via Decoupled Guidance
  29. NeurIPS 2026Sparse Video Generation Propels Real-World Beyond-the-View Vision-Language Navigation
  30. NeurIPS 2026Spatially-Grounded Long Video Generation with Self Geometry Forcing
  31. NeurIPS 2026SteerVTE: Seamless Video Text Editing with Style and Glyph Control
  32. NeurIPS 2026SynBench: A Benchmark for Differentially Private Text Generation
  33. NeurIPS 2026Temporal Concentration from Rollout Errors: Implicit Preference Optimization For Text-to-Video Diffusion
  34. NeurIPS 2026TerraVis: Towards Evaluation of World-Grounded Visual Consistency in Text-to-Image Generation via MLLM Workflows
  35. NeurIPS 2026Text-to-CAD Evaluation with CADTests
  36. NeurIPS 2026Towards Generalizable Partially Relevant Video Retrieval
  37. NeurIPS 2026TrioPose: Native Triple-Stream Diffusion Transformers for Pose-Guided Text-to-Image Generation
  38. NeurIPS 2026TriTD: Tri-Partite Trajectory–Distribution Distillation for Real-Time Autoregressive Video Generation
  39. NeurIPS 2026Ultra Flash: Scaling Real-Time Streaming Video Generation to High Resolutions
  40. NeurIPS 2026V2M-Zero: Zero-Pair Time-Aligned Video-to-Music Generation
  41. NeurIPS 2026V2VFusion: Text-Controlled Video-to-Video Diffusion for Degradation-Aware Video Fusion
  42. NeurIPS 2026Video Generation Research Needs a Legally Sustainable Data Infrastructure
  43. NeurIPS 2026Video Stitching from Multiple Moving Cameras
  44. NeurIPS 2026VideoSailor: Navigating Video Deep Research via Trajectory-to-Policy Flywheel
  45. NeurIPS 2026ViDiC: Video Difference Captioning
  46. NeurIPS 2026VidVec: Unlocking Video MLLM Embeddings for Video-Text Retrieval
  47. NeurIPS 2026View-Spectral Reconciliation Learning for Text-based Multispectral Aerial–Ground Person Re-Identification
  48. NeurIPS 2026ViTeX-Bench: Benchmarking High-Fidelity Video Scene Text Editing
  49. NeurIPS 2026Viverra: Text-to-Code with Guarantees
  50. NeurIPS 2026What Remains in Sight? Autoregressive Video Decoding as Representation-Guided Context Rewriting

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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