3D Vision papers, 2023–2026

Key findings

• 3D Vision went from 563 papers in 2023 to 1,010 in 2026, roughly 1.8x in three years.
• CVPR publishes the most 3D Vision work: 1,641 papers from 2023 to 2026, 51% of the four-venue total.
• The fastest-growing overlap is with Gaussian Processes: papers tagged with both rose from 0 in 2023 to 158 in 2026.
• Among the 5 topics under Computer Vision, it ranks #2 by 2026 paper count; the fastest grower in the group, Video Understanding, is up 2.6x versus 1.8x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026$\alpha$Depth: Learning Single-Pass Soft Boundary Decomposition for Stereo Conversion
• ICML 20263D MeanFlow: One-Step Point Cloud Completion and Generation via Average-Velocity Transport
• ICLR 2026$\pi^3$: Permutation-Equivariant Visual Geometry Learning
• CVPR 20262D-LFM Lifting Foundation Model without 3D Supervision
• NeurIPS 20251000+ FPS 4D Gaussian Splatting for Dynamic Scene Rendering
• ICML 20253D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors
• ICLR 20253D StreetUnveiler with Semantic-aware 2DGS - a simple baseline
• CVPR 20253D Convex Splatting: Radiance Field Rendering with 3D Smooth Convexes
• NeurIPS 20243D Gaussian Rendering Can Be Sparser: Efficient Rendering via Learned Fragment Pruning
• ICML 20243D Geometric Shape Assembly via Efficient Point Cloud Matching
• ICLR 20243D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
• CVPR 2024DaReNeRF: Direction-aware Representation for Dynamic Scenes
• NeurIPS 2023[Re] Masked Autoencoders Are Small Scale Vision Learners: A Reproduction Under Resource Constraints
• ICML 2023Efficient Graph Field Integrators Meet Point Clouds
• ICLR 2023$\mathrm{SE}(3)$-Equivariant Attention Networks for Shape Reconstruction in Function Space
• CVPR 20233D Cinemagraphy From a Single Image
• NeurIPS 2026$R^3$: 3D Reconstruction via Relative Regression
• ICML 20263DGS-HPC: Distractor-free 3D Gaussian Splatting with Hybrid Patch-wise Classification
• ICLR 20263DGEER: 3D Gaussian Rendering Made Exact and Efficient for Generic Cameras
• CVPR 20263D Gaussian Splatting at Arbitrary Resolutions with Compact Proxy Anchors

All 3D Vision papers

52 papers, page 1 of 2

1. ICML 20253D Question Answering via only 2D Vision-Language Models
2. ICML 20253D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors
3. ICML 2025An in depth look at the Procrustes-Wasserstein distance: properties and barycenters
4. ICML 2025Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention
5. ICML 2025Compositional Generalization via Forced Rendering of Disentangled Latents
6. ICML 2025CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering
7. ICML 2025CSV-Occ: Fusing Multi-frame Alignment for Occupancy Prediction with Temporal Cross State Space Model and Central Voting Mechanism
8. ICML 2025CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep Uncertainty
9. ICML 2025DyPolySeg: Taylor Series-Inspired Dynamic Polynomial Fitting Network for Few-shot Point Cloud Semantic Segmentation
10. ICML 2025Efficient LiDAR Reflectance Compression via Scanning Serialization
11. ICML 2025Enhancing Visual Localization with Cross-Domain Image Generation
12. ICML 2025ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans
13. ICML 2025Exploring Vision Semantic Prompt for Efficient Point Cloud Understanding
14. ICML 2025ExtPose: Robust and Coherent Pose Estimation by Extending ViTs
15. ICML 2025Flex3D: Feed-Forward 3D Generation with Flexible Reconstruction Model and Input View Curation
16. ICML 2025GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model
17. ICML 2025Generative Point Cloud Registration
18. ICML 2025Geometric Algebra Planes: Convex Implicit Neural Volumes
19. ICML 2025Geometric Feature Embedding for Effective 3D Few-Shot Class Incremental Learning
20. ICML 2025High Dynamic Range Novel View Synthesis with Single Exposure
21. ICML 2025History-Guided Video Diffusion
22. ICML 2025HybridGS: High-Efficiency Gaussian Splatting Data Compression using Dual-Channel Sparse Representation and Point Cloud Encoder
23. ICML 2025InfoCons: Identifying Interpretable Critical Concepts in Point Clouds via Information Theory
24. ICML 2025Layer by Layer: Uncovering Hidden Representations in Language Models
25. ICML 2025Learning Vision and Language Concepts for Controllable Image Generation
26. ICML 2025MiraGe: Editable 2D Images using Gaussian Splatting
27. ICML 2025MIRROR: Make Your Object-Level Multi-View Generation More Consistent with Training-Free Rectification
28. ICML 2025One-dimensional Path Convolution
29. ICML 2025Open Your Eyes: Vision Enhances Message Passing Neural Networks in Link Prediction
30. ICML 2025Oscillation-Reduced MXFP4 Training for Vision Transformers
31. ICML 2025Perceptual-GS: Scene-adaptive Perceptual Densification for Gaussian Splatting
32. ICML 2025PF3plat: Pose-Free Feed-Forward 3D Gaussian Splatting for Novel View Synthesis
33. ICML 2025PhySpec: Physically Consistent Spectral Reconstruction via Orthogonal Subspace Decomposition and Self-Supervised Meta-Auxiliary Learning
34. ICML 2025Point Cloud Dataset Distillation
35. ICML 2025Point-Level Topological Representation Learning on Point Clouds
36. ICML 2025Position: You Can't Manufacture a NeRF
37. ICML 2025Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes
38. ICML 2025Reaction Graph: Towards Reaction-Level Modeling for Chemical Reactions with 3D Structures
39. ICML 2025ReferSplat: Referring Segmentation in 3D Gaussian Splatting
40. ICML 2025RePaViT: Scalable Vision Transformer Acceleration via Structural Reparameterization on Feedforward Network Layers
41. ICML 2025Rethinking Point Cloud Data Augmentation: Topologically Consistent Deformation
42. ICML 2025Semantics-aware Test-time Adaptation for 3D Human Pose Estimation
43. ICML 2025SMART-PC: Skeletal Model Adaptation for Robust Test-Time Training in Point Clouds
44. ICML 2025Stochastic Layer-Wise Shuffle for Improving Vision Mamba Training
45. ICML 2025Stochastic Poisson Surface Reconstruction with One Solve using Geometric Gaussian Processes
46. ICML 2025Symmetry-Robust 3D Orientation Estimation
47. ICML 2025Tackling View-Dependent Semantics in 3D Language Gaussian Splatting
48. ICML 2025Thickness-aware E(3)-Equivariant 3D Mesh Neural Networks
49. ICML 2025Unifying 2D and 3D Vision-Language Understanding
50. ICML 2025Unpaired Point Cloud Completion via Unbalanced Optimal Transport

FAQ

How many 3D Vision papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

3,226 in total: 563 in 2023, 751 in 2024, 902 in 2025, 1,010 in 2026.

How many 3D Vision papers are at NeurIPS 2026?

NeurIPS 2026 has 211 3D Vision papers, versus 254 the year before.

How many 3D Vision papers are at ICLR 2026?

ICLR 2026 has 197 3D Vision papers, versus 162 the year before.

How many 3D Vision papers are at ICML 2026?

ICML 2026 has 117 3D Vision papers, versus 52 the year before.

How many 3D Vision papers are at CVPR 2026?

CVPR 2026 has 485 3D Vision papers, versus 434 the year before.

Which conference publishes the most 3D Vision papers?

CVPR, with 1,641 papers from 2023 to 2026.