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
333 papers, page 6 of 7
- CVPR 2023RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and Generation
- CVPR 2023Rethinking the Approximation Error in 3D Surface Fitting for Point Cloud Normal Estimation
- CVPR 2023RGB No More: Minimally-Decoded JPEG Vision Transformers
- CVPR 2023RIFormer: Keep Your Vision Backbone Effective but Removing Token Mixer
- CVPR 2023Robust Multiview Point Cloud Registration With Reliable Pose Graph Initialization and History Reweighting
- CVPR 2023RobustNeRF: Ignoring Distractors With Robust Losses
- CVPR 2023RODIN: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion
- CVPR 2023Rotation-Invariant Transformer for Point Cloud Matching
- CVPR 2023RUST: Latent Neural Scene Representations From Unposed Imagery
- CVPR 2023SCADE: NeRFs from Space Carving With Ambiguity-Aware Depth Estimates
- CVPR 2023SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy
- CVPR 2023SCPNet: Semantic Scene Completion on Point Cloud
- CVPR 2023SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation
- CVPR 2023SE-ORNet: Self-Ensembling Orientation-Aware Network for Unsupervised Point Cloud Shape Correspondence
- CVPR 2023SeaThru-NeRF: Neural Radiance Fields in Scattering Media
- CVPR 2023Seeing Through the Glass: Neural 3D Reconstruction of Object Inside a Transparent Container
- CVPR 2023Self-Positioning Point-Based Transformer for Point Cloud Understanding
- CVPR 2023Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching
- CVPR 2023Self-Supervised Super-Plane for Neural 3D Reconstruction
- CVPR 2023Semi-Supervised Stereo-Based 3D Object Detection via Cross-View Consensus
- CVPR 2023SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation
- CVPR 2023SGLoc: Scene Geometry Encoding for Outdoor LiDAR Localization
- CVPR 2023ShadowNeuS: Neural SDF Reconstruction by Shadow Ray Supervision
- CVPR 2023Shape, Pose, and Appearance From a Single Image via Bootstrapped Radiance Field Inversion
- CVPR 2023SHS-Net: Learning Signed Hyper Surfaces for Oriented Normal Estimation of Point Clouds
- CVPR 2023SINE: Semantic-Driven Image-Based NeRF Editing With Prior-Guided Editing Field
- CVPR 2023SkyEye: Self-Supervised Bird's-Eye-View Semantic Mapping Using Monocular Frontal View Images
- CVPR 2023Sliced Optimal Partial Transport
- CVPR 2023Slide-Transformer: Hierarchical Vision Transformer With Local Self-Attention
- CVPR 2023SlowLiDAR: Increasing the Latency of LiDAR-Based Detection Using Adversarial Examples
- CVPR 2023SPARF: Neural Radiance Fields From Sparse and Noisy Poses
- CVPR 2023SparseFusion: Distilling View-Conditioned Diffusion for 3D Reconstruction
- CVPR 2023SparsePose: Sparse-View Camera Pose Regression and Refinement
- CVPR 2023SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer
- CVPR 2023Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers
- CVPR 2023Spatiotemporal Self-Supervised Learning for Point Clouds in the Wild
- CVPR 2023Sphere-Guided Training of Neural Implicit Surfaces
- CVPR 2023Spherical Transformer for LiDAR-Based 3D Recognition
- CVPR 2023SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting With Neural Radiance Fields
- CVPR 2023Starting From Non-Parametric Networks for 3D Point Cloud Analysis
- CVPR 2023SteerNeRF: Accelerating NeRF Rendering via Smooth Viewpoint Trajectory
- CVPR 2023STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition
- CVPR 2023Structural Multiplane Image: Bridging Neural View Synthesis and 3D Reconstruction
- CVPR 2023Structured 3D Features for Reconstructing Controllable Avatars
- CVPR 2023SUDS: Scalable Urban Dynamic Scenes
- CVPR 2023SunStage: Portrait Reconstruction and Relighting Using the Sun as a Light Stage
- CVPR 2023SurfelNeRF: Neural Surfel Radiance Fields for Online Photorealistic Reconstruction of Indoor Scenes
- CVPR 2023Symmetric Shape-Preserving Autoencoder for Unsupervised Real Scene Point Cloud Completion
- CVPR 2023TBP-Former: Learning Temporal Bird's-Eye-View Pyramid for Joint Perception and Prediction in Vision-Centric Autonomous Driving
- CVPR 2023Teaching Matters: Investigating the Role of Supervision in Vision Transformers
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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.