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 89 篇，第 2 / 2 页

51. NeurIPS 2024Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
52. NeurIPS 2024Multilingual Diversity Improves Vision-Language Representations
53. NeurIPS 2024MultiOrg: A Multi-rater Organoid-detection Dataset
54. NeurIPS 2024MV2Cyl: Reconstructing 3D Extrusion Cylinders from Multi-View Images
55. NeurIPS 2024NN4SysBench: Characterizing Neural Network Verification for Computer Systems
56. NeurIPS 2024No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations
57. NeurIPS 2024Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering
58. NeurIPS 2024Not Just Object, But State: Compositional Incremental Learning without Forgetting
59. NeurIPS 2024OAM-TCD: A globally diverse dataset of high-resolution tree cover maps
60. NeurIPS 2024OPEL: Optimal Transport Guided ProcedurE Learning
61. NeurIPS 2024Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models
62. NeurIPS 2024Parallel Backpropagation for Shared-Feature Visualization
63. NeurIPS 2024Parameter-Inverted Image Pyramid Networks
64. NeurIPS 2024Perceptual Fairness in Image Restoration
65. NeurIPS 2024QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion
66. NeurIPS 2024Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation
67. NeurIPS 2024SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey
68. NeurIPS 2024SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification
69. NeurIPS 2024Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection
70. NeurIPS 2024Slicing Vision Transformer for Flexible Inference
71. NeurIPS 2024StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences
72. NeurIPS 2024Stylus: Automatic Adapter Selection for Diffusion Models
73. NeurIPS 2024Subsurface Scattering for Gaussian Splatting
74. NeurIPS 2024SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
75. NeurIPS 2024TAPVid-3D: A Benchmark for Tracking Any Point in 3D
76. NeurIPS 2024Temporal Sentence Grounding with Relevance Feedback in Videos
77. NeurIPS 2024Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts
78. NeurIPS 2024Toward Semantic Gaze Target Detection
79. NeurIPS 2024TrAct: Making First-layer Pre-Activations Trainable
80. NeurIPS 2024UMB: Understanding Model Behavior for Open-World Object Detection
81. NeurIPS 2024USCILab3D: A Large-scale, Long-term, Semantically Annotated Outdoor Dataset
82. NeurIPS 2024V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
83. NeurIPS 2024VideoGUI: A Benchmark for GUI Automation from Instructional Videos
84. NeurIPS 2024ViLCo-Bench: VIdeo Language COntinual learning Benchmark
85. NeurIPS 2024Vision Mamba Mender
86. NeurIPS 2024Vision-Language Models are Strong Noisy Label Detectors
87. NeurIPS 2024VMamba: Visual State Space Model
88. NeurIPS 2024Voila-A: Aligning Vision-Language Models with User's Gaze Attention
89. NeurIPS 2024WikiDO: Evaluating Out-of-Distribution Generalization of Vision-Language Models in Cross-Modal Retrieval

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。