神经程序综合论文趋势 2023–2026
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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 26 篇，第 1 / 1 页
- CVPR 20243D Facial Expressions through Analysis-by-Neural-Synthesis
- CVPR 2024AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint Synthesis
- CVPR 2024AnyScene: Customized Image Synthesis with Composited Foreground
- CVPR 2024Coherent Temporal Synthesis for Incremental Action Segmentation
- CVPR 2024Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis
- CVPR 2024DART: Implicit Doppler Tomography for Radar Novel View Synthesis
- CVPR 2024Fairy: Fast Parallelized Instruction-Guided Video-to-Video Synthesis
- CVPR 2024G-NeRF: Geometry-enhanced Novel View Synthesis from Single-View Images
- CVPR 2024Generalizable Novel-View Synthesis using a Stereo Camera
- CVPR 2024Improving Subject-Driven Image Synthesis with Subject-Agnostic Guidance
- CVPR 2024In Search of a Data Transformation That Accelerates Neural Field Training
- CVPR 2024In-distribution Public Data Synthesis with Diffusion Models for Differentially Private Image Classification
- CVPR 2024Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis?
- CVPR 2024Learning Dynamic Tetrahedra for High-Quality Talking Head Synthesis
- CVPR 2024Neural Refinement for Absolute Pose Regression with Feature Synthesis
- CVPR 2024Novel View Synthesis with View-Dependent Effects from a Single Image
- CVPR 2024PhyScene: Physically Interactable 3D Scene Synthesis for Embodied AI
- CVPR 2024Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis
- CVPR 2024SceneTex: High-Quality Texture Synthesis for Indoor Scenes via Diffusion Priors
- CVPR 2024Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement
- CVPR 2024SuperSVG: Superpixel-based Scalable Vector Graphics Synthesis
- CVPR 2024SyncTalk: The Devil is in the Synchronization for Talking Head Synthesis
- CVPR 2024Towards Generalizable Tumor Synthesis
- CVPR 2024Unlocking Pre-trained Image Backbones for Semantic Image Synthesis
- CVPR 2024Video Frame Interpolation via Direct Synthesis with the Event-based Reference
- CVPR 2024XScale-NVS: Cross-Scale Novel View Synthesis with Hash Featurized Manifold
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。