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

45 papers, page 1 of 1

1. CVPR 2025BimArt: A Unified Approach for the Synthesis of 3D Bimanual Interaction with Articulated Objects
2. CVPR 2025CoMapGS: Covisibility Map-based Gaussian Splatting for Sparse Novel View Synthesis
3. CVPR 2025Data Synthesis with Diverse Styles for Face Recognition via 3DMM-Guided Diffusion
4. CVPR 2025Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesis
5. CVPR 2025DiffPortrait360: Consistent Portrait Diffusion for 360 View Synthesis
6. CVPR 2025DreamText: High Fidelity Scene Text Synthesis
7. CVPR 2025EVPGS: Enhanced View Prior Guidance for Splatting-based Extrapolated View Synthesis
8. CVPR 2025FrugalNeRF: Fast Convergence for Extreme Few-shot Novel View Synthesis without Learned Priors
9. CVPR 2025GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration
10. CVPR 2025Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models
11. CVPR 2025Learning-enabled Polynomial Lyapunov Function Synthesis via High-Accuracy Counterexample-Guided Framework
12. CVPR 2025NexusGS: Sparse View Synthesis with Epipolar Depth Priors in 3D Gaussian Splatting
13. CVPR 2025Novel View Synthesis with Pixel-Space Diffusion Models
14. CVPR 2025PanSplat: 4K Panorama Synthesis with Feed-Forward Gaussian Splatting
15. CVPR 2025RainyGS: Efficient Rain Synthesis with Physically-Based Gaussian Splatting
16. CVPR 2025Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis
17. CVPR 2025SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding
18. CVPR 2025VasTSD: Learning 3D Vascular Tree-state Space Diffusion Model for Angiography Synthesis
19. ICLR 2025Diffusion On Syntax Trees For Program Synthesis
20. ICLR 2025Execution-guided within-prompt search for programming-by-example
21. ICLR 2025h4rm3l: A Language for Composable Jailbreak Attack Synthesis
22. ICLR 2025Looking Backward: Retrospective Backward Synthesis for Goal-Conditioned GFlowNets
23. ICLR 2025STAR: Synthesis of Tailored Architectures
24. ICML 2025High Dynamic Range Novel View Synthesis with Single Exposure
25. ICML 2025Self-Improving Language Models for Evolutionary Program Synthesis: A Case Study on ARC-AGI
26. NeurIPS 2025AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs?
27. NeurIPS 2025BIPNN: Learning to Solve Binary Integer Programming via Hypergraph Neural Networks
28. NeurIPS 2025Dynamic View Synthesis as an Inverse Problem
29. NeurIPS 2025EnCompass: Enhancing Agent Programming with Search Over Program Execution Paths
30. NeurIPS 2025GSRF: Complex-Valued 3D Gaussian Splatting for Efficient Radio-Frequency Data Synthesis
31. NeurIPS 2025HoliGS: Holistic Gaussian Splatting for Embodied View Synthesis
32. NeurIPS 2025HyPlaneHead: Rethinking Tri-plane-like Representations in Full-Head Image Synthesis
33. NeurIPS 2025Learning Neural Exposure Fields for View Synthesis
34. NeurIPS 2025LongMagpie: A Self-synthesis Method for Generating Large-scale Long-context Instructions
35. NeurIPS 2025Native-Resolution Image Synthesis
36. NeurIPS 2025Neural Attention Search
37. NeurIPS 2025Once Upon an Input: Reasoning via Per-Instance Program Synthesis
38. NeurIPS 2025PoE-World: Compositional World Modeling with Products of Programmatic Experts
39. NeurIPS 2025Point Cloud Synthesis Using Inner Product Transforms
40. NeurIPS 2025Program Synthesis via Test-Time Transduction
41. NeurIPS 2025RoomEditor: High-Fidelity Furniture Synthesis with Parameter-Sharing U-Net
42. NeurIPS 2025Searching Latent Program Spaces
43. NeurIPS 2025Single-pass Adaptive Image Tokenization for Minimum Program Search
44. NeurIPS 2025TF-MAS: Training-free Mamba2 Architecture Search
45. NeurIPS 2025Training Language Models to Generate Quality Code with Program Analysis Feedback

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.