神经程序综合论文趋势 2023–2026

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。

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 19 篇，第 1 / 1 页

1. NeurIPS 2023Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars
2. NeurIPS 2023DELIFFAS: Deformable Light Fields for Fast Avatar Synthesis
3. NeurIPS 2023DynPoint: Dynamic Neural Point For View Synthesis
4. NeurIPS 2023Enhancing Robot Program Synthesis Through Environmental Context
5. NeurIPS 2023Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing
6. NeurIPS 2023Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations
7. NeurIPS 2023Graph Clustering with Graph Neural Networks
8. NeurIPS 2023Human spatiotemporal pattern learning as probabilistic program synthesis
9. NeurIPS 2023LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas
10. NeurIPS 2023LightSpeed: Light and Fast Neural Light Fields on Mobile Devices
11. NeurIPS 2023Mip-Grid: Anti-aliased Grid Representations for Neural Radiance Fields
12. NeurIPS 2023PanoGRF: Generalizable Spherical Radiance Fields for Wide-baseline Panoramas
13. NeurIPS 2023PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis
14. NeurIPS 2023RayDF: Neural Ray-surface Distance Fields with Multi-view Consistency
15. NeurIPS 2023Reducing Shape-Radiance Ambiguity in Radiance Fields with a Closed-Form Color Estimation Method
16. NeurIPS 2023Template-free Articulated Neural Point Clouds for Reposable View Synthesis
17. NeurIPS 2023Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs
18. NeurIPS 2023UP-NeRF: Unconstrained Pose Prior-Free Neural Radiance Field
19. NeurIPS 2023Volume Feature Rendering for Fast Neural Radiance Field Reconstruction

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。