3D Vision papers, 2023–2026
3D reconstruction and neural rendering
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 3,226 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 152 | 56 | 22 | 333 | 563 |
| 2024 | 222 | 96 | 44 | 389 | 751 |
| 2025 | 254 | 162 | 52 | 434 | 902 |
| 2026 | 211 | 197 | 117 | 485 | 1,010 |
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
839 papers, page 13 of 17
- NeurIPS 2024MimicTalk: Mimicking a personalized and expressive 3D talking face in minutes
- NeurIPS 2024Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration
- NeurIPS 2024Mixture of neural fields for heterogeneous reconstruction in cryo-EM
- NeurIPS 2024MotionGS: Exploring Explicit Motion Guidance for Deformable 3D Gaussian Splatting
- NeurIPS 2024Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images
- NeurIPS 2024Multi-Object 3D Grounding with Dynamic Modules and Language-Informed Spatial Attention
- NeurIPS 2024Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree
- NeurIPS 2024Multi-times Monte Carlo Rendering for Inter-reflection Reconstruction
- NeurIPS 2024MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step
- NeurIPS 2024Multiview Scene Graph
- NeurIPS 2024MV2Cyl: Reconstructing 3D Extrusion Cylinders from Multi-View Images
- NeurIPS 2024MVGamba: Unify 3D Content Generation as State Space Sequence Modeling
- NeurIPS 2024MVSDet: Multi-View Indoor 3D Object Detection via Efficient Plane Sweeps
- NeurIPS 2024MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views
- NeurIPS 2024NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
- NeurIPS 2024Neural Gaffer: Relighting Any Object via Diffusion
- NeurIPS 2024Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation
- NeurIPS 2024Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set
- NeurIPS 2024NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation
- NeurIPS 2024Nonparametric Regression for 3D Point Cloud Learning
- NeurIPS 2024Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering
- NeurIPS 2024OccFusion: Rendering Occluded Humans with Generative Diffusion Priors
- NeurIPS 2024OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries
- NeurIPS 2024ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
- NeurIPS 2024One for All: Multi-Domain Joint Training for Point Cloud Based 3D Object Detection
- NeurIPS 2024OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images
- NeurIPS 2024OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding
- NeurIPS 2024OPUS: Occupancy Prediction Using a Sparse Set
- NeurIPS 2024PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding
- NeurIPS 2024PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders
- NeurIPS 2024Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers
- NeurIPS 2024PhyRecon: Physically Plausible Neural Scene Reconstruction
- NeurIPS 2024Physically Compatible 3D Object Modeling from a Single Image
- NeurIPS 2024Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning
- NeurIPS 2024Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis
- NeurIPS 2024PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection
- NeurIPS 2024PointMamba: A Simple State Space Model for Point Cloud Analysis
- NeurIPS 2024Polyhedral Complex Derivation from Piecewise Trilinear Networks
- NeurIPS 2024PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference
- NeurIPS 2024ProEdit: Simple Progression is All You Need for High-Quality 3D Scene Editing
- NeurIPS 2024ProvNeRF: Modeling per Point Provenance in NeRFs as a Stochastic Field
- NeurIPS 2024QUEEN: QUantized Efficient ENcoding of Dynamic Gaussians for Streaming Free-viewpoint Videos
- NeurIPS 2024R$^2$-Gaussian: Rectifying Radiative Gaussian Splatting for Tomographic Reconstruction
- NeurIPS 2024Rad-NeRF: Ray-decoupled Training of Neural Radiance Field
- NeurIPS 2024RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar
- NeurIPS 2024Reconstruction of Manipulated Garment with Guided Deformation Prior
- NeurIPS 2024ReGS: Reference-based Controllable Scene Stylization with Gaussian Splatting
- NeurIPS 2024Rethinking 3D Convolution in $\ell_p$-norm Space
- NeurIPS 2024RobIR: Robust Inverse Rendering for High-Illumination Scenes
- NeurIPS 2024SA3DIP: Segment Any 3D Instance with Potential 3D Priors
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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.