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

89 papers, page 2 of 2

51. CVPR 2024Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis?
52. CVPR 2024Learning Dynamic Tetrahedra for High-Quality Talking Head Synthesis
53. CVPR 2024Neural Refinement for Absolute Pose Regression with Feature Synthesis
54. CVPR 2024Novel View Synthesis with View-Dependent Effects from a Single Image
55. CVPR 2024PhyScene: Physically Interactable 3D Scene Synthesis for Embodied AI
56. CVPR 2024Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis
57. CVPR 2024SceneTex: High-Quality Texture Synthesis for Indoor Scenes via Diffusion Priors
58. CVPR 2024Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement
59. CVPR 2024SuperSVG: Superpixel-based Scalable Vector Graphics Synthesis
60. CVPR 2024SyncTalk: The Devil is in the Synchronization for Talking Head Synthesis
61. CVPR 2024Towards Generalizable Tumor Synthesis
62. CVPR 2024Unlocking Pre-trained Image Backbones for Semantic Image Synthesis
63. CVPR 2024Video Frame Interpolation via Direct Synthesis with the Event-based Reference
64. CVPR 2024XScale-NVS: Cross-Scale Novel View Synthesis with Hash Featurized Manifold
65. CVPR 20233D-Aware Conditional Image Synthesis
66. CVPR 2023Balanced Spherical Grid for Egocentric View Synthesis
67. CVPR 2023CAMS: CAnonicalized Manipulation Spaces for Category-Level Functional Hand-Object Manipulation Synthesis
68. CVPR 2023Consistent View Synthesis With Pose-Guided Diffusion Models
69. CVPR 2023DyNCA: Real-Time Dynamic Texture Synthesis Using Neural Cellular Automata
70. CVPR 2023Efficient Scale-Invariant Generator With Column-Row Entangled Pixel Synthesis
71. CVPR 2023Enhanced Stable View Synthesis
72. CVPR 2023High-Fidelity Guided Image Synthesis With Latent Diffusion Models
73. CVPR 2023Implicit Neural Head Synthesis via Controllable Local Deformation Fields
74. CVPR 2023Learning 3D-Aware Image Synthesis With Unknown Pose Distribution
75. CVPR 2023MoDi: Unconditional Motion Synthesis From Diverse Data
76. CVPR 2023Mofusion: A Framework for Denoising-Diffusion-Based Motion Synthesis
77. CVPR 2023NeRFLix: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-Viewpoint MiXer
78. CVPR 2023NeRFVS: Neural Radiance Fields for Free View Synthesis via Geometry Scaffolds
79. CVPR 2023Neural Texture Synthesis With Guided Correspondence
80. CVPR 2023Novel-View Acoustic Synthesis
81. CVPR 2023OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis
82. CVPR 2023Painting 3D Nature in 2D: View Synthesis of Natural Scenes From a Single Semantic Mask
83. CVPR 2023PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360deg
84. CVPR 2023Person Image Synthesis via Denoising Diffusion Model
85. CVPR 2023Progressive Disentangled Representation Learning for Fine-Grained Controllable Talking Head Synthesis
86. CVPR 2023Progressively Optimized Local Radiance Fields for Robust View Synthesis
87. CVPR 2023Regularized Vector Quantization for Tokenized Image Synthesis
88. CVPR 2023SceneComposer: Any-Level Semantic Image Synthesis
89. CVPR 2023Top-Down Visual Attention From Analysis by Synthesis

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.