三维视觉论文趋势 2023–2026

三维重建与神经渲染

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 3,226 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

三维视觉论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
20231525622333563
20242229644389751
202525416252434902
20262111971174851,010

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部三维视觉论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 3,224 篇，第 62 / 65 页

  1. ICML 2023A Closer Look at Self-Supervised Lightweight Vision Transformers
  2. ICML 2023A Critical Revisit of Adversarial Robustness in 3D Point Cloud Recognition with Diffusion-Driven Purification
  3. ICML 2023Can Forward Gradient Match Backpropagation?
  4. ICML 2023Efficient Graph Field Integrators Meet Point Clouds
  5. ICML 2023Equivariance with Learned Canonicalization Functions
  6. ICML 2023GeCoNeRF: Few-shot Neural Radiance Fields via Geometric Consistency
  7. ICML 2023Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
  8. ICML 2023Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping
  9. ICML 2023Linear optimal partial transport embedding
  10. ICML 2023MonoNeRF: Learning Generalizable NeRFs from Monocular Videos without Camera Poses
  11. ICML 2023NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion
  12. ICML 2023NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations
  13. ICML 2023Neural FIM for learning Fisher information metrics from point cloud data
  14. ICML 2023NeuralSlice: Neural 3D Triangle Mesh Reconstruction via Slicing 4D Tetrahedral Meshes
  15. ICML 2023Oscillation-free Quantization for Low-bit Vision Transformers
  16. ICML 2023Robust Camera Pose Refinement for Multi-Resolution Hash Encoding
  17. ICML 2023Scaling Vision Transformers to 22 Billion Parameters
  18. ICML 2023Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction
  19. ICML 2023Stable and Consistent Prediction of 3D Characteristic Orientation via Invariant Residual Learning
  20. ICML 2023Text-To-4D Dynamic Scene Generation
  21. ICML 2023Topological Point Cloud Clustering
  22. ICML 2023Towards a Persistence Diagram that is Robust to Noise and Varied Densities
  23. NeurIPS 2023[Re] Masked Autoencoders Are Small Scale Vision Learners: A Reproduction Under Resource Constraints
  24. NeurIPS 2023$p$-Poisson surface reconstruction in curl-free flow from point clouds
  25. NeurIPS 2023$SE(3)$ Equivariant Convolution and Transformer in Ray Space
  26. NeurIPS 20233D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection
  27. NeurIPS 20233D Indoor Instance Segmentation in an Open-World
  28. NeurIPS 20233D-Aware Visual Question Answering about Parts, Poses and Occlusions
  29. NeurIPS 20233D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes
  30. NeurIPS 2023A Comprehensive Benchmark for Neural Human Radiance Fields
  31. NeurIPS 2023A Dataset of Relighted 3D Interacting Hands
  32. NeurIPS 2023A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions
  33. NeurIPS 2023AD-PT: Autonomous Driving Pre-Training with Large-scale Point Cloud Dataset
  34. NeurIPS 2023AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs
  35. NeurIPS 2023All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation
  36. NeurIPS 2023Autodecoding Latent 3D Diffusion Models
  37. NeurIPS 2023AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis
  38. NeurIPS 2023Benchmarking and Analyzing 3D-aware Image Synthesis with a Modularized Codebase
  39. NeurIPS 2023Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Bone Shape Reconstruction
  40. NeurIPS 2023Binarized Spectral Compressive Imaging
  41. NeurIPS 2023Binary Radiance Fields
  42. NeurIPS 2023CAP: Correlation-Aware Pruning for Highly-Accurate Sparse Vision Models
  43. NeurIPS 2023CityRefer: Geography-aware 3D Visual Grounding Dataset on City-scale Point Cloud Data
  44. NeurIPS 2023CL-NeRF: Continual Learning of Neural Radiance Fields for Evolving Scene Representation
  45. NeurIPS 2023CoDA: Collaborative Novel Box Discovery and Cross-modal Alignment for Open-vocabulary 3D Object Detection
  46. NeurIPS 2023CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion
  47. NeurIPS 2023Compact Neural Volumetric Video Representations with Dynamic Codebooks
  48. NeurIPS 2023ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding
  49. NeurIPS 2023Connecting Multi-modal Contrastive Representations
  50. NeurIPS 2023ConRad: Image Constrained Radiance Fields for 3D Generation from a Single Image

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查三维视觉在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "3d-vision"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇三维视觉论文？
共 3,226 篇，按年份分别是 2023 年 563 篇、2024 年 751 篇、2025 年 902 篇、2026 年 1,010 篇。
NeurIPS 2026 有多少篇三维视觉论文？
NeurIPS 2026 有 211 篇三维视觉论文，上一届是 254 篇。
ICLR 2026 有多少篇三维视觉论文？
ICLR 2026 有 197 篇三维视觉论文，上一届是 162 篇。
ICML 2026 有多少篇三维视觉论文？
ICML 2026 有 117 篇三维视觉论文，上一届是 52 篇。
CVPR 2026 有多少篇三维视觉论文？
CVPR 2026 有 485 篇三维视觉论文，上一届是 434 篇。
哪个会议的三维视觉论文最多？
CVPR，2023–2026 年共 1,641 篇。

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