应用 · computer vision论文趋势 2023–2026

主要结论

• 应用 · computer vision论文从 2023 年的 106 篇增长到 2026 年的 1,326 篇，三年间扩大到约 13 倍。
• ICLR 是发应用 · computer vision论文最多的会议，2023–2026 年共 1,048 篇，占四个会议总量的 41%。
• 交叉方向里涨得最快的是应用 · speech and audio：同时属于两个主题的论文从 2023 年的 0 篇增至 2026 年的 292 篇。
• 在「应用领域」的 10 个主题里，它的 2026 年论文数排第 1；同组增长最快的应用 · health medicine是 61 倍，应用 · computer vision是 13 倍。

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

• NeurIPS 2026Adapting Vision Transformers to Organoid Imaging
• ICML 2026$\sigma$: Sigmoid Modulation for Ultra High Resolution Diffusion
• ICLR 2026A Scene is Worth a Thousand Features: Feed-Forward Camera Localization from a Collection of Image Features
• CVPR 2026Benchmarking PhD-Level Coding in 3D Geometric Computer Vision
• NeurIPS 2025BiggerGait: Unlocking Gait Recognition with Layer-wise Representations from Large Vision Models
• ICML 2025Action Dubber: Timing Audible Actions via Inflectional Flow
• ICLR 2025A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis
• CVPR 2025BHViT: Binarized Hybrid Vision Transformer
• NeurIPS 2024A Taxonomy of Challenges to Curating Fair Datasets
• ICML 2024Enhancing Vision Transformer: Amplifying Non-Linearity in Feedforward Network Module
• ICLR 2024Boosting Vanilla Lightweight Vision Transformers via Re-parameterization
• CVPR 2024Degrees of Freedom Matter: Inferring Dynamics from Point Trajectories
• NeurIPS 2023[Re] Masked Autoencoders Are Small Scale Vision Learners: A Reproduction Under Resource Constraints
• ICML 2023Can Forward Gradient Match Backpropagation?
• ICLR 2023Fundamental limits on the robustness of image classifiers
• CVPR 2023BiFormer: Vision Transformer With Bi-Level Routing Attention
• NeurIPS 2026Computer Use at the Edge of the Statistical Precipice
• ICML 20263D Scene Assertion Verification
• ICLR 2026A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models
• CVPR 2026Describe Anything Anywhere At Any Moment

全部应用 · computer vision论文

共 20 篇，第 1 / 1 页

1. ICLR 2023A View From Somewhere: Human-Centric Face Representations
2. ICLR 2023Exploring perceptual straightness in learned visual representations
3. ICLR 2023Fundamental limits on the robustness of image classifiers
4. ICLR 2023Human alignment of neural network representations
5. ICLR 2023Iterative Patch Selection for High-Resolution Image Recognition
6. ICLR 2023Learning to Estimate Shapley Values with Vision Transformers
7. ICLR 2023ManiSkill2: A Unified Benchmark for Generalizable Manipulation Skills
8. ICLR 2023MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors
9. ICLR 2023Measuring axiomatic soundness of counterfactual image models
10. ICLR 2023Mid-Vision Feedback
11. ICLR 2023Mosaic Representation Learning for Self-supervised Visual Pre-training
12. ICLR 2023Part-Based Models Improve Adversarial Robustness
13. ICLR 2023Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore
14. ICLR 2023Self-Supervised Geometric Correspondence for Category-Level 6D Object Pose Estimation in the Wild
15. ICLR 2023Sparse Token Transformer with Attention Back Tracking
16. ICLR 2023Suppressing the Heterogeneity: A Strong Feature Extractor for Few-shot Segmentation
17. ICLR 2023TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding
18. ICLR 2023Understanding the Covariance Structure of Convolutional Filters
19. ICLR 2023Video Scene Graph Generation from Single-Frame Weak Supervision
20. ICLR 2023Volumetric Optimal Transportation by Fast Fourier Transform

常见问题

2023–2026 年四大会议一共有多少篇应用 · computer vision论文？

共 2,538 篇，按年份分别是 2023 年 106 篇、2024 年 334 篇、2025 年 772 篇、2026 年 1,326 篇。

NeurIPS 2026 有多少篇应用 · computer vision论文？

NeurIPS 2026 有 168 篇应用 · computer vision论文，上一届是 165 篇。

ICLR 2026 有多少篇应用 · computer vision论文？

ICLR 2026 有 538 篇应用 · computer vision论文，上一届是 338 篇。

ICML 2026 有多少篇应用 · computer vision论文？

ICML 2026 有 554 篇应用 · computer vision论文，上一届是 201 篇。

CVPR 2026 有多少篇应用 · computer vision论文？

CVPR 2026 有 66 篇应用 · computer vision论文，上一届是 68 篇。

哪个会议的应用 · computer vision论文最多？

ICLR，2023–2026 年共 1,048 篇。