神经程序综合论文趋势 2023–2026
程序搜索
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 208 篇被归入该主题的论文。
主要结论
- 神经程序综合论文从 2023 年的 57 篇增长到 2026 年的 59 篇，三年间扩大到约 1.0 倍。
- CVPR 是发神经程序综合论文最多的会议，2023–2026 年共 89 篇，占四个会议总量的 43%。
- 交叉方向里涨得最快的是驾驶仿真：同时属于两个主题的论文从 2023 年的 5 篇增至 2026 年的 10 篇。
- 在「程序综合」的 5 个主题里，它的 2026 年论文数排第 2；同组增长最快的定理证明是 13 倍，神经程序综合是 1.0 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 19 | 8 | 5 | 25 | 57 |
| 2024 | 9 | 6 | 6 | 26 | 47 |
| 2025 | 20 | 5 | 2 | 18 | 45 |
| 2026 | 18 | 11 | 10 | 20 | 59 |
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
- NeurIPS 2026Feedforward Novel View Synthesis for Heterogeneous Cameras
- ICML 2026Search Space Synthesis for Parametric Functions
- ICLR 2026LLM as an Algorithmist: Enhancing Anomaly Detectors via Programmatic Synthesis
- CVPR 2026Beyond Geometry Artistic Disparity Synthesis for Immersive 2D-to-3D
- NeurIPS 2025AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs?
- ICML 2025High Dynamic Range Novel View Synthesis with Single Exposure
- ICLR 2025Execution-guided within-prompt search for programming-by-example
- CVPR 2025BimArt: A Unified Approach for the Synthesis of 3D Bimanual Interaction with Articulated Objects
- NeurIPS 2024HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis
- ICML 2024Amortizing Pragmatic Program Synthesis with Rankings
- ICLR 2024Generating Pragmatic Examples to Train Neural Program Synthesizers
- CVPR 2024SuperSVG: Superpixel-based Scalable Vector Graphics Synthesis
- NeurIPS 2023Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars
- ICML 2023XAI Beyond Classification: Interpretable Neural Clustering
- ICLR 2023Language Models Can Teach Themselves to Program Better
- CVPR 2023Implicit Neural Head Synthesis via Controllable Local Deformation Fields
- NeurIPS 2026GPU-Accelerated Synthesis of Mixed-Boolean Arithmetic: Beyond Caching
- ICML 2026CHESS: Chebyshev Spectral Synthesis for Trajectory Condensation
- ICLR 2026RefineStat: Efficient Exploration for Probabilistic Program Synthesis
- CVPR 2026From Rays to Projections Better Inputs for Feed-Forward View Synthesis
全部神经程序综合论文
共 25 篇，第 1 / 1 页
- CVPR 20233D-Aware Conditional Image Synthesis
- CVPR 2023Balanced Spherical Grid for Egocentric View Synthesis
- CVPR 2023CAMS: CAnonicalized Manipulation Spaces for Category-Level Functional Hand-Object Manipulation Synthesis
- CVPR 2023Consistent View Synthesis With Pose-Guided Diffusion Models
- CVPR 2023DyNCA: Real-Time Dynamic Texture Synthesis Using Neural Cellular Automata
- CVPR 2023Efficient Scale-Invariant Generator With Column-Row Entangled Pixel Synthesis
- CVPR 2023Enhanced Stable View Synthesis
- CVPR 2023High-Fidelity Guided Image Synthesis With Latent Diffusion Models
- CVPR 2023Implicit Neural Head Synthesis via Controllable Local Deformation Fields
- CVPR 2023Learning 3D-Aware Image Synthesis With Unknown Pose Distribution
- CVPR 2023MoDi: Unconditional Motion Synthesis From Diverse Data
- CVPR 2023Mofusion: A Framework for Denoising-Diffusion-Based Motion Synthesis
- CVPR 2023NeRFLix: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-Viewpoint MiXer
- CVPR 2023NeRFVS: Neural Radiance Fields for Free View Synthesis via Geometry Scaffolds
- CVPR 2023Neural Texture Synthesis With Guided Correspondence
- CVPR 2023Novel-View Acoustic Synthesis
- CVPR 2023OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis
- CVPR 2023Painting 3D Nature in 2D: View Synthesis of Natural Scenes From a Single Semantic Mask
- CVPR 2023PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360deg
- CVPR 2023Person Image Synthesis via Denoising Diffusion Model
- CVPR 2023Progressive Disentangled Representation Learning for Fine-Grained Controllable Talking Head Synthesis
- CVPR 2023Progressively Optimized Local Radiance Fields for Robust View Synthesis
- CVPR 2023Regularized Vector Quantization for Tokenized Image Synthesis
- CVPR 2023SceneComposer: Any-Level Semantic Image Synthesis
- CVPR 2023Top-Down Visual Attention From Analysis by Synthesis
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 查神经程序综合在 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": "neural-program-synthesis"}
常见问题
- 2023–2026 年四大会议一共有多少篇神经程序综合论文？
- 共 208 篇，按年份分别是 2023 年 57 篇、2024 年 47 篇、2025 年 45 篇、2026 年 59 篇。
- NeurIPS 2026 有多少篇神经程序综合论文？
- NeurIPS 2026 有 18 篇神经程序综合论文，上一届是 20 篇。
- ICLR 2026 有多少篇神经程序综合论文？
- ICLR 2026 有 11 篇神经程序综合论文，上一届是 5 篇。
- ICML 2026 有多少篇神经程序综合论文？
- ICML 2026 有 10 篇神经程序综合论文，上一届是 2 篇。
- CVPR 2026 有多少篇神经程序综合论文？
- CVPR 2026 有 20 篇神经程序综合论文，上一届是 18 篇。
- 哪个会议的神经程序综合论文最多？
- CVPR，2023–2026 年共 89 篇。