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 34 篇，第 1 / 1 页

1. NeurIPS 2023[Re] Masked Autoencoders Are Small Scale Vision Learners: A Reproduction Under Resource Constraints
2. NeurIPS 20233D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes
3. NeurIPS 2023Analyzing Vision Transformers for Image Classification in Class Embedding Space
4. NeurIPS 2023Are Vision Transformers More Data Hungry Than Newborn Visual Systems?
5. NeurIPS 2023Binarized Spectral Compressive Imaging
6. NeurIPS 2023Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes
7. NeurIPS 2023CamoPatch: An Evolutionary Strategy for Generating Camoflauged Adversarial Patches
8. NeurIPS 2023ChimpACT: A Longitudinal Dataset for Understanding Chimpanzee Behaviors
9. NeurIPS 2023Compact Neural Volumetric Video Representations with Dynamic Codebooks
10. NeurIPS 2023Context-PIPs: Persistent Independent Particles Demands Spatial Context Features
11. NeurIPS 2023Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing
12. NeurIPS 2023Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity
13. NeurIPS 2023Equivariant Adaptation of Large Pretrained Models
14. NeurIPS 2023Ethical Considerations for Responsible Data Curation
15. NeurIPS 2023Exploring Why Object Recognition Performance Degrades Across Income Levels and Geographies with Factor Annotations
16. NeurIPS 2023Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation
17. NeurIPS 2023Geometric Algebra Transformer
18. NeurIPS 2023Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism
19. NeurIPS 2023Handling Data Heterogeneity via Architectural Design for Federated Visual Recognition
20. NeurIPS 2023How hard are computer vision datasets? Calibrating dataset difficulty to viewing time
21. NeurIPS 2023IEBins: Iterative Elastic Bins for Monocular Depth Estimation
22. NeurIPS 2023Label-efficient Segmentation via Affinity Propagation
23. NeurIPS 2023Lookaround Optimizer: $k$ steps around, 1 step average
24. NeurIPS 2023MCUFormer: Deploying Vision Tranformers on Microcontrollers with Limited Memory
25. NeurIPS 2023OBJECT 3DIT: Language-guided 3D-aware Image Editing
26. NeurIPS 2023Real3D-AD: A Dataset of Point Cloud Anomaly Detection
27. NeurIPS 2023rPPG-Toolbox: Deep Remote PPG Toolbox
28. NeurIPS 2023SANFlow: Semantic-Aware Normalizing Flow for Anomaly Detection
29. NeurIPS 2023Scale-Space Hypernetworks for Efficient Biomedical Image Analysis
30. NeurIPS 2023Sensitivity in Translation Averaging
31. NeurIPS 2023Training on Foveated Images Improves Robustness to Adversarial Attacks
32. NeurIPS 2023WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes
33. NeurIPS 2023What Makes Good Examples for Visual In-Context Learning?
34. NeurIPS 2023WildfireSpreadTS: A dataset of multi-modal time series for wildfire spread prediction

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。