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
3,224 papers, page 64 of 65
- NeurIPS 2023Learning Neural Implicit through Volume Rendering with Attentive Depth Fusion Priors
- NeurIPS 2023LEPARD: Learning Explicit Part Discovery for 3D Articulated Shape Reconstruction
- NeurIPS 2023LightSpeed: Light and Fast Neural Light Fields on Mobile Devices
- NeurIPS 2023Lightweight Vision Transformer with Bidirectional Interaction
- NeurIPS 2023Look Ma, No Hands! Agent-Environment Factorization of Egocentric Videos
- NeurIPS 2023Lookaround Optimizer: $k$ steps around, 1 step average
- NeurIPS 2023Lookup Table meets Local Laplacian Filter: Pyramid Reconstruction Network for Tone Mapping
- NeurIPS 2023Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration
- NeurIPS 2023Masked Space-Time Hash Encoding for Efficient Dynamic Scene Reconstruction
- NeurIPS 2023MCUFormer: Deploying Vision Tranformers on Microcontrollers with Limited Memory
- NeurIPS 2023Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation
- NeurIPS 2023MiliPoint: A Point Cloud Dataset for mmWave Radar
- NeurIPS 2023Mip-Grid: Anti-aliased Grid Representations for Neural Radiance Fields
- NeurIPS 2023Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset
- NeurIPS 2023Multi-body SE(3) Equivariance for Unsupervised Rigid Segmentation and Motion Estimation
- NeurIPS 2023NAP: Neural 3D Articulated Object Prior
- NeurIPS 2023NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations
- NeurIPS 2023NeRF Revisited: Fixing Quadrature Instability in Volume Rendering
- NeurIPS 2023NeRF-IBVS: Visual Servo Based on NeRF for Visual Localization and Navigation
- NeurIPS 2023NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries
- NeurIPS 2023NIS3D: A Completely Annotated Benchmark for Dense 3D Nuclei Image Segmentation
- NeurIPS 2023NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF
- NeurIPS 2023NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos
- NeurIPS 2023Objaverse-XL: A Universe of 10M+ 3D Objects
- NeurIPS 2023Object Reprojection Error (ORE): Camera pose benchmarks from lightweight tracking annotations
- NeurIPS 2023Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving
- NeurIPS 2023One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization
- NeurIPS 2023OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping
- NeurIPS 2023OpenMask3D: Open-Vocabulary 3D Instance Segmentation
- NeurIPS 2023OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding
- NeurIPS 2023PackQViT: Faster Sub-8-bit Vision Transformers via Full and Packed Quantization on the Mobile
- NeurIPS 2023PanoGRF: Generalizable Spherical Radiance Fields for Wide-baseline Panoramas
- NeurIPS 2023PAPR: Proximity Attention Point Rendering
- NeurIPS 2023PDF: Point Diffusion Implicit Function for Large-scale Scene Neural Representation
- NeurIPS 2023Point Cloud Completion with Pretrained Text-to-Image Diffusion Models
- NeurIPS 2023PointGPT: Auto-regressively Generative Pre-training from Point Clouds
- NeurIPS 2023PRED: Pre-training via Semantic Rendering on LiDAR Point Clouds
- NeurIPS 2023PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation
- NeurIPS 2023ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation
- NeurIPS 2023Prototypical Variational Autoencoder for 3D Few-shot Object Detection
- NeurIPS 2023Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More
- NeurIPS 2023PyNeRF: Pyramidal Neural Radiance Fields
- NeurIPS 2023Query-based Temporal Fusion with Explicit Motion for 3D Object Detection
- NeurIPS 2023RangePerception: Taming LiDAR Range View for Efficient and Accurate 3D Object Detection
- NeurIPS 2023RayDF: Neural Ray-surface Distance Fields with Multi-view Consistency
- NeurIPS 2023Real3D-AD: A Dataset of Point Cloud Anomaly Detection
- NeurIPS 2023Reducing Shape-Radiance Ambiguity in Radiance Fields with a Closed-Form Color Estimation Method
- NeurIPS 2023RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars
- NeurIPS 2023ReTR: Modeling Rendering Via Transformer for Generalizable Neural Surface Reconstruction
- NeurIPS 2023Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model
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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.