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 11 of 17
- NeurIPS 2024DDGS-CT: Direction-Disentangled Gaussian Splatting for Realistic Volume Rendering
- NeurIPS 2024DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering
- NeurIPS 2024DG-SLAM: Robust Dynamic Gaussian Splatting SLAM with Hybrid Pose Optimization
- NeurIPS 2024DiffGS: Functional Gaussian Splatting Diffusion
- NeurIPS 2024DiffSF: Diffusion Models for Scene Flow Estimation
- NeurIPS 2024DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning
- NeurIPS 2024Diffusing Differentiable Representations
- NeurIPS 2024Diffusion4D: Fast Spatial-temporal Consistent 4D generation via Video Diffusion Models
- NeurIPS 2024DisC-GS: Discontinuity-aware Gaussian Splatting
- NeurIPS 2024DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features
- NeurIPS 2024Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
- NeurIPS 2024DMesh: A Differentiable Mesh Representation
- NeurIPS 2024DN-4DGS: Denoised Deformable Network with Temporal-Spatial Aggregation for Dynamic Scene Rendering
- NeurIPS 2024DOGS: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction Via Gaussian Consensus
- NeurIPS 2024Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle Generation
- NeurIPS 2024DreamMesh4D: Video-to-4D Generation with Sparse-Controlled Gaussian-Mesh Hybrid Representation
- NeurIPS 2024DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular Videos
- NeurIPS 2024DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
- NeurIPS 2024Dual Encoder GAN Inversion for High-Fidelity 3D Head Reconstruction from Single Images
- NeurIPS 2024Dual-Diffusion for Binocular 3D Human Pose Estimation
- NeurIPS 2024Dynamic 3D Gaussian Fields for Urban Areas
- NeurIPS 2024Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting
- NeurIPS 2024EfficientCAPER: An End-to-End Framework for Fast and Robust Category-Level Articulated Object Pose Estimation
- NeurIPS 2024EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views
- NeurIPS 2024ELSA: Exploiting Layer-wise N:M Sparsity for Vision Transformer Acceleration
- NeurIPS 2024Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis
- NeurIPS 2024ETO:Efficient Transformer-based Local Feature Matching by Organizing Multiple Homography Hypotheses
- NeurIPS 2024Evaluating Large Vision-and-Language Models on Children's Mathematical Olympiads
- NeurIPS 2024Event-3DGS: Event-based 3D Reconstruction Using 3D Gaussian Splatting
- NeurIPS 2024Fast Encoder-Based 3D from Casual Videos via Point Track Processing
- NeurIPS 2024FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training
- NeurIPS 2024FFAM: Feature Factorization Activation Map for Explanation of 3D Detectors
- NeurIPS 2024Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models
- NeurIPS 2024FIRE: A Dataset for Feedback Integration and Refinement Evaluation of Multimodal Models
- NeurIPS 2024Flatten Anything: Unsupervised Neural Surface Parameterization
- NeurIPS 2024FreeSplat: Generalizable 3D Gaussian Splatting Towards Free View Synthesis of Indoor Scenes
- NeurIPS 2024From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos
- NeurIPS 2024From Chaos to Clarity: 3DGS in the Dark
- NeurIPS 2024Fully Explicit Dynamic Gaussian Splatting
- NeurIPS 2024Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images
- NeurIPS 2024GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling
- NeurIPS 2024GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting
- NeurIPS 2024GaussianMarker: Uncertainty-Aware Copyright Protection of 3D Gaussian Splatting
- NeurIPS 2024Generalizable and Animatable Gaussian Head Avatar
- NeurIPS 2024Generated and Pseudo Content guided Prototype Refinement for Few-shot Point Cloud Segmentation
- NeurIPS 2024GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation
- NeurIPS 2024Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images
- NeurIPS 2024GeoNLF: Geometry guided Pose-Free Neural LiDAR Fields
- NeurIPS 2024GL-NeRF: Gauss-Laguerre Quadrature Enables Training-Free NeRF Acceleration
- NeurIPS 2024Grid4D: 4D Decomposed Hash Encoding for High-Fidelity Dynamic Gaussian Splatting
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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.