Neural Program Synthesis papers, 2023–2026

Key findings

• Neural Program Synthesis went from 57 papers in 2023 to 59 in 2026, roughly 1.0x in three years.
• CVPR publishes the most Neural Program Synthesis work: 89 papers from 2023 to 2026, 43% of the four-venue total.
• The fastest-growing overlap is with Simulation for Driving: papers tagged with both rose from 5 in 2023 to 10 in 2026.
• Among the 5 topics under Program Synthesis, it ranks #2 by 2026 paper count; the fastest grower in the group, Theorem Proving, is up 13x versus 1.0x here.

Representative papers

Spread across years and venues so every edition shows up

• 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

All Neural Program Synthesis papers

19 papers, page 1 of 1

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

FAQ

How many Neural Program Synthesis papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

208 in total: 57 in 2023, 47 in 2024, 45 in 2025, 59 in 2026.

How many Neural Program Synthesis papers are at NeurIPS 2026?

NeurIPS 2026 has 18 Neural Program Synthesis papers, versus 20 the year before.

How many Neural Program Synthesis papers are at ICLR 2026?

ICLR 2026 has 11 Neural Program Synthesis papers, versus 5 the year before.

How many Neural Program Synthesis papers are at ICML 2026?

ICML 2026 has 10 Neural Program Synthesis papers, versus 2 the year before.

How many Neural Program Synthesis papers are at CVPR 2026?

CVPR 2026 has 20 Neural Program Synthesis papers, versus 18 the year before.

Which conference publishes the most Neural Program Synthesis papers?

CVPR, with 89 papers from 2023 to 2026.