代码生成论文趋势 2023–2026

程序合成与代码 LLM

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 2,161 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

代码生成论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202329553195210
202413566111134446
202523016479172645
2026236241174209860

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

全部代码生成论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 610 篇，第 12 / 13 页

  1. CVPR 2023High-Fidelity and Freely Controllable Talking Head Video Generation
  2. CVPR 2023High-Fidelity Generalized Emotional Talking Face Generation With Multi-Modal Emotion Space Learning
  3. CVPR 2023HouseDiffusion: Vector Floorplan Generation via a Diffusion Model With Discrete and Continuous Denoising
  4. CVPR 2023Human Guided Ground-Truth Generation for Realistic Image Super-Resolution
  5. CVPR 2023Identity-Preserving Talking Face Generation With Landmark and Appearance Priors
  6. CVPR 2023Implicit Neural Head Synthesis via Controllable Local Deformation Fields
  7. CVPR 2023Infinite Photorealistic Worlds Using Procedural Generation
  8. CVPR 2023Interactive and Explainable Region-Guided Radiology Report Generation
  9. CVPR 2023IterativePFN: True Iterative Point Cloud Filtering
  10. CVPR 2023KD-DLGAN: Data Limited Image Generation via Knowledge Distillation
  11. CVPR 2023LANA: A Language-Capable Navigator for Instruction Following and Generation
  12. CVPR 2023LayoutDiffusion: Controllable Diffusion Model for Layout-to-Image Generation
  13. CVPR 2023LayoutDM: Discrete Diffusion Model for Controllable Layout Generation
  14. CVPR 2023LayoutDM: Transformer-Based Diffusion Model for Layout Generation
  15. CVPR 2023LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
  16. CVPR 2023Learning Compact Representations for LiDAR Completion and Generation
  17. CVPR 2023LipFormer: High-Fidelity and Generalizable Talking Face Generation With a Pre-Learned Facial Codebook
  18. CVPR 2023MAGE: MAsked Generative Encoder To Unify Representation Learning and Image Synthesis
  19. CVPR 2023Make-a-Story: Visual Memory Conditioned Consistent Story Generation
  20. CVPR 2023MaskSketch: Unpaired Structure-Guided Masked Image Generation
  21. CVPR 2023MetaPortrait: Identity-Preserving Talking Head Generation With Fast Personalized Adaptation
  22. CVPR 2023METransformer: Radiology Report Generation by Transformer With Multiple Learnable Expert Tokens
  23. CVPR 2023MIME: Human-Aware 3D Scene Generation
  24. CVPR 2023MoDi: Unconditional Motion Synthesis From Diverse Data
  25. CVPR 2023MoStGAN-V: Video Generation With Temporal Motion Styles
  26. CVPR 2023Multiscale Tensor Decomposition and Rendering Equation Encoding for View Synthesis
  27. CVPR 2023NeRF-DS: Neural Radiance Fields for Dynamic Specular Objects
  28. CVPR 2023Neural Scene Chronology
  29. CVPR 2023Neural Texture Synthesis With Guided Correspondence
  30. CVPR 2023Neural Transformation Fields for Arbitrary-Styled Font Generation
  31. CVPR 2023NeuralField-LDM: Scene Generation With Hierarchical Latent Diffusion Models
  32. CVPR 2023NoisyTwins: Class-Consistent and Diverse Image Generation Through StyleGANs
  33. CVPR 2023Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation
  34. CVPR 2023OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis
  35. CVPR 2023Patch-Based 3D Natural Scene Generation From a Single Example
  36. CVPR 2023Picture That Sketch: Photorealistic Image Generation From Abstract Sketches
  37. CVPR 2023Private Image Generation With Dual-Purpose Auxiliary Classifier
  38. CVPR 2023Prototype-Based Embedding Network for Scene Graph Generation
  39. CVPR 2023QPGesture: Quantization-Based and Phase-Guided Motion Matching for Natural Speech-Driven Gesture Generation
  40. CVPR 2023Randomized Adversarial Training via Taylor Expansion
  41. CVPR 2023Re-GAN: Data-Efficient GANs Training via Architectural Reconfiguration
  42. CVPR 2023ReCo: Region-Controlled Text-to-Image Generation
  43. CVPR 2023Representing Volumetric Videos As Dynamic MLP Maps
  44. CVPR 2023RIATIG: Reliable and Imperceptible Adversarial Text-to-Image Generation With Natural Prompts
  45. CVPR 2023Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation
  46. CVPR 2023SeaThru-NeRF: Neural Radiance Fields in Scattering Media
  47. CVPR 2023Seeing a Rose in Five Thousand Ways
  48. CVPR 2023SIM: Semantic-Aware Instance Mask Generation for Box-Supervised Instance Segmentation
  49. CVPR 2023Solving Relaxations of MAP-MRF Problems: Combinatorial In-Face Frank-Wolfe Directions
  50. CVPR 2023SpaText: Spatio-Textual Representation for Controllable Image 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 查代码生成在 NeurIPS 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": "code-generation"}

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代码生成论文？
共 2,161 篇，按年份分别是 2023 年 210 篇、2024 年 446 篇、2025 年 645 篇、2026 年 860 篇。
NeurIPS 2026 有多少篇代码生成论文？
NeurIPS 2026 有 236 篇代码生成论文，上一届是 230 篇。
ICLR 2026 有多少篇代码生成论文？
ICLR 2026 有 241 篇代码生成论文，上一届是 164 篇。
ICML 2026 有多少篇代码生成论文？
ICML 2026 有 174 篇代码生成论文，上一届是 79 篇。
CVPR 2026 有多少篇代码生成论文？
CVPR 2026 有 209 篇代码生成论文，上一届是 172 篇。
哪个会议的代码生成论文最多？
NeurIPS，2023–2026 年共 630 篇。

「自然语言」下的其他主题