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

235 papers, page 2 of 5

51. ICML 2026Kinematics-Driven Gaussian Shape Deformation for Blurry Monocular Dynamic Scenes
52. ICML 2026LaRI: Layered Ray Intersections for Single-view 3D Geometric Reasoning
53. ICML 2026LATO: 3D Mesh Flow Matching with Structured TOpology Preserving LAtents
54. ICML 2026LAVA: A Unified Framework for Finetuning Language and Vision Models
55. ICML 2026Learning 3D-Gaussian Simulators from RGB Videos
56. ICML 2026Let Language Constrain Geometry: Vision–Language Models as Semantic and Spatial Critics for 3D Generation
57. ICML 2026Linearizing Vision Transformer with Test-Time Training
58. ICML 2026MAC-NeRF: Motion-Aware Curriculum Learning for Dynamic LiDAR NeRFs
59. ICML 2026Metric—Phase Fields: Decoupling Distance and Sign for Thin-Structure Reconstruction from Unoriented Point Clouds
60. ICML 2026Multi-Label Learning with Contrastive Cluster Self-Supervision for 3D Hierarchical Semantic Segmentation
61. ICML 2026Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention
62. ICML 2026Optimizing Rank for High-Fidelity Implicit Neural Representations
63. ICML 2026PACE: Post-Causal Entropy Modeling for Learned LiDAR Point Cloud Compression
64. ICML 2026PCGS: Deblurring 3D Gaussian Splatting with Patch Comparison
65. ICML 2026Phy-CoSF: Physics-Guided Continuous Spectral Fields Reconstruction and Spectral Super-Resolution for Snapshot Compressive Imaging
66. ICML 2026PhysHanDI: Physics-Based Reconstruction of Hand-Deformable Object Interactions
67. ICML 2026Physics-Informed Pre-training on Efficient Electron-Density Images for Organic Material Property Prediction
68. ICML 2026PointCHR: Point Cloud Analysis via Curvature-Aware Hyperbolic Rectification
69. ICML 2026PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation
70. ICML 2026Prototype-Based Test-Time Adaptation of Vision-Language Models
71. ICML 2026PSMix: Robust Point Cloud Recognition through Spectral Domain Mixing
72. ICML 2026QPoint: End-to-End Lightweight Point Cloud Processing via Robust Quaternion Feature Learning
73. ICML 2026Radial Scaling Voxelization for Accurate Small Object 3D Detection
74. ICML 2026Rays as Pixels: Learning A Joint Distribution of Video and Camera Trajectories
75. ICML 2026ReflFlow: Learning Geometry-Guided Ray Tracing for Dynamic Specular Reconstruction
76. ICML 2026Rethinking Serialization in Linear 3D Vision: Decoupling Anisotropic Geometry from Isotropic Semantics
77. ICML 2026Revisiting Photometric Ambiguity for Accurate Gaussian-Splatting Surface Reconstruction
78. ICML 2026REViT: Roto-reflection Equivariant Convolutional Vision Transformer
79. ICML 2026ReVSI: Rebuilding Visual Spatial Intelligence Evaluation for Accurate Assessment of VLM 3D Reasoning
80. ICML 2026RGGT: A Generative-Prior-Guided Transformer for Unified Rigid and Non-Rigid Point Cloud Registration
81. ICML 2026Rh-3DGS: Robust Open-Vocabulary Scene Understanding via Riemannian Huber Distillation and Manifold-Aware Sampling
82. ICML 2026S2GS: Streaming Semantic Gaussian Splatting for Online Scene Understanding and Reconstruction
83. ICML 2026Scalable and Differentiable Point-Cloud Registration Using Maximum Mean Discrepancy
84. ICML 2026Scalable Event Cloud Network for Event-based Classification
85. ICML 2026SCRWKV: Ultra-Compact Structure-Calibrated Vision-RWKV for Topological Crack Segmentation
86. ICML 2026SDiD：Shared diffusion prior for efficient distributed stereo image compression
87. ICML 2026Selective Coupling of Decoupled Informative Regions: Masked Attention Alignment for Data-Free Quantization of Vision Transformers
88. ICML 2026Self-Soupervision: Cooking Model Soups without Labels
89. ICML 2026Self-Supervised Weight Templates for Scalable Vision Model Initialization
90. ICML 2026SG2Loc: Sequential Visual Localization on 3D Scene Graphs
91. ICML 2026SIMPC: Learning Self-Induced Mirror-Point Consistency for Unsupervised Point Cloud Denoising
92. ICML 2026Sinkhorn Normalization of Diffusion Kernels
93. ICML 2026Skip-It? Theoretical Conditions for Layer Skipping in Vision–Language Models
94. ICML 2026SMART: Scalable Mesh‑free Aerodynamic Simulations from Raw Geometries using a Transformer‑based Surrogate Model
95. ICML 2026SoMA: A Real-to-Sim Neural Simulator for Robotic Soft-Body Manipulation
96. ICML 2026SpaCeFormer: Fast Proposal-Free Open-Vocabulary 3D Instance Segmentation
97. ICML 2026Spatio-Temporal LLM: Reasoning about Environments and Actions
98. ICML 2026SphericalDreamer: Generating Navigable Immersive 3D Worlds with Panorama Fusion
99. ICML 2026SpikeNet: Sparse Spike-Driven Mask Vector Transformer for Energy-Efficient and Stable Spiking Point Cloud Processing
100. ICML 2026SplAttN: Bridging 2D and 3D with Gaussian Soft Splatting and Attention for Point Cloud Completion

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.