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 208 篇，第 1 / 5 页

1. CVPR 2026Beyond Geometry Artistic Disparity Synthesis for Immersive 2D-to-3D
2. CVPR 2026CaricHarmony Contrastive Diffusion Paths for Identity-Preserving Caricature Synthesis
3. CVPR 2026Cross-View Splatter Feed-Forward View Synthesis with Georeferenced Images
4. CVPR 2026Dynamic-Static Decomposition for Novel View Synthesis of Dynamic Scenes with
5. CVPR 2026Fast3Dcache Training-free 3D Geometry Synthesis Acceleration
6. CVPR 2026Few-shot Acoustic Synthesis with Multimodal Flow Matching
7. CVPR 2026From Rays to Projections Better Inputs for Feed-Forward View Synthesis
8. CVPR 2026Generalizable Radio-Frequency Radiance Fields for Spatial Spectrum Synthesis
9. CVPR 2026GeodesicNVS Probability Density Geodesic Flow Matching for Novel View Synthesis
10. CVPR 2026Image-based Outlier Synthesis With Training Data
11. CVPR 2026Learning Compact 3D Representations from Feed-Forward Novel View Synthesis
12. CVPR 2026MIBURI Towards Expressive Interactive Gesture Synthesis
13. CVPR 2026Motion 3-to-4 3D Motion Reconstruction for 4D Synthesis
14. CVPR 2026MoVieS Motion-Aware 4D Dynamic View Synthesis in One Second
15. CVPR 2026Physically Inspired Gaussian Splatting for HDR Novel View Synthesis
16. CVPR 2026RAVEN Erasing Invisible Watermarks via Novel View Synthesis
17. CVPR 2026RF4DNeural Radar Fields for Novel View Synthesis in Outdoor Dynamic
18. CVPR 2026Scaling View Synthesis Transformers
19. CVPR 2026Spectral-Geometric Neural Fields for Pose-Free LiDAR View Synthesis
20. CVPR 2026Splatent Splatting Diffusion Latents for Novel View Synthesis
21. ICLR 2026Agnostics: Learning to Synthesize Code in Any Programming Language with a Universal Reinforcement Learning Environment
22. ICLR 2026Enhancing Agentic Search via Data Synthesis on Hierarchical Constraint Satisfaction
23. ICLR 2026Gradient-Based Program Synthesis with Neurally Interpreted Languages
24. ICLR 2026Koopman-Assisted Trajectory Synthesis: A Data Augmentation Framework for Offline Imitation Learning
25. ICLR 2026LLM as an Algorithmist: Enhancing Anomaly Detectors via Programmatic Synthesis
26. ICLR 2026LLM-Guided Evolutionary Program Synthesis for Quasi-Monte Carlo Design
27. ICLR 2026MultiMat: Multimodal Program Synthesis for Procedural Materials using Large Multimodal Models
28. ICLR 2026Pedagogically-Inspired Data Synthesis for Language Model Knowledge Distillation
29. ICLR 2026QLCoder: A Query Synthesizer For Static Analysis of Security Vulnerabilities
30. ICLR 2026RefineStat: Efficient Exploration for Probabilistic Program Synthesis
31. ICLR 2026Structure-Aware Graph Hypernetworks for Neural Program Synthesis
32. ICML 2026$A_2$DEPT: Large Language Model–Driven Automated Algorithm Design via Evolutionary Program Trees
33. ICML 2026APEX: Approximate-but-exhaustive search for ultra-large combinatorial synthesis libraries
34. ICML 2026CHESS: Chebyshev Spectral Synthesis for Trajectory Condensation
35. ICML 2026From Feasible to Practical: Pareto-Optimal Synthesis Planning
36. ICML 2026Geometrically Constrained Outlier Synthesis
37. ICML 2026GIFT: Bootstrapping Image-to-CAD Program Synthesis via Geometric Feedback
38. ICML 2026Mind the State: Towards Unified, Context-Aware EEG-to-fMRI Synthesis
39. ICML 2026Not All Invariants Are Equal: Curating Training Data to Accelerate Program Verification with SLMs
40. ICML 2026Revisiting OOD Generalization in Programmatic RL
41. ICML 2026Search Space Synthesis for Parametric Functions
42. NeurIPS 2026Blur Issue Matters for Thermal Novel View Synthesis: A Floating Gaussian Suppression Approach
43. NeurIPS 2026Breaking the Synthesis Barrier for AI-Designed DNA Libraries
44. NeurIPS 2026CD-RCM: Generalizable Continuous-Depth Novel View Synthesis for Reflectance Confocal Microscopy
45. NeurIPS 2026DIS-Bench: Evaluating LLMs on System Testing via Directed Input Synthesis
46. NeurIPS 2026Enhancing Novel View Synthesis via Geometry Grounded Set Diffusion
47. NeurIPS 2026Equivariant Reinforcement Learning for Clifford Quantum Circuit Synthesis
48. NeurIPS 2026Feedforward Novel View Synthesis for Heterogeneous Cameras
49. NeurIPS 2026FLARE: Verifying MILP Reformulations with LLM-Based Formal Proof Synthesis
50. NeurIPS 2026GAMMA: Scalable 4D Gaussian Reconstruction Model for Novel View Synthesis of Monocular Videos

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。