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 334 篇，第 2 / 7 页

51. CVPR 2024ProMotion: Prototypes As Motion Learners
52. CVPR 2024Prompt Learning via Meta-Regularization
53. CVPR 2024Random Entangled Tokens for Adversarially Robust Vision Transformer
54. CVPR 2024RMT: Retentive Networks Meet Vision Transformers
55. CVPR 2024Robust Self-calibration of Focal Lengths from the Fundamental Matrix
56. CVPR 2024Scalable 3D Registration via Truncated Entry-wise Absolute Residuals
57. CVPR 2024SignGraph: A Sign Sequence is Worth Graphs of Nodes
58. CVPR 2024Single View Refractive Index Tomography with Neural Fields
59. CVPR 2024SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities
60. CVPR 2024Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training
61. CVPR 2024The Neglected Tails in Vision-Language Models
62. CVPR 2024Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer
63. CVPR 2024Total-Decom: Decomposed 3D Scene Reconstruction with Minimal Interaction
64. CVPR 2024Towards Better Vision-Inspired Vision-Language Models
65. CVPR 2024Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary
66. CVPR 2024VCoder: Versatile Vision Encoders for Multimodal Large Language Models
67. CVPR 2024ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions
68. CVPR 2024You Only Need Less Attention at Each Stage in Vision Transformers
69. ICLR 20243D Reconstruction with Generalizable Neural Fields using Scene Priors
70. ICLR 20243D-Aware Hypothesis & Verification for Generalizable Relative Object Pose Estimation
71. ICLR 2024A Lie Group Approach to Riemannian Batch Normalization
72. ICLR 2024A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models
73. ICLR 2024A Simple Romance Between Multi-Exit Vision Transformer and Token Reduction
74. ICLR 2024A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors
75. ICLR 2024A unique M-pattern for micro-expression spotting in long videos
76. ICLR 2024Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models
77. ICLR 2024Alt-Text with Context: Improving Accessibility for Images on Twitter
78. ICLR 2024Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
79. ICLR 2024Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost
80. ICLR 2024Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment
81. ICLR 2024Boosting Vanilla Lightweight Vision Transformers via Re-parameterization
82. ICLR 2024Bridging Vision and Language Spaces with Assignment Prediction
83. ICLR 2024CAMBranch: Contrastive Learning with Augmented MILPs for Branching
84. ICLR 2024Cameras as Rays: Pose Estimation via Ray Diffusion
85. ICLR 2024Can we get the best of both Binary Neural Networks and Spiking Neural Networks for Efficient Computer Vision?
86. ICLR 2024Channel Vision Transformers: An Image Is Worth 1 x 16 x 16 Words
87. ICLR 2024CLEX: Continuous Length Extrapolation for Large Language Models
88. ICLR 2024CNN Kernels Can Be the Best Shapelets
89. ICLR 2024Consistent Video-to-Video Transfer Using Synthetic Dataset
90. ICLR 2024Constrained Decoding for Cross-lingual Label Projection
91. ICLR 2024COSA: Concatenated Sample Pretrained Vision-Language Foundation Model
92. ICLR 2024Decoding Natural Images from EEG for Object Recognition
93. ICLR 2024DeepSPF: Spherical SO(3)-Equivariant Patches for Scan-to-CAD Estimation
94. ICLR 2024Democratizing Fine-grained Visual Recognition with Large Language Models
95. ICLR 2024Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction
96. ICLR 2024DiffusionSat: A Generative Foundation Model for Satellite Imagery
97. ICLR 2024Don't Judge by the Look: Towards Motion Coherent Video Representation
98. ICLR 2024DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning
99. ICLR 2024Dual Associated Encoder for Face Restoration
100. ICLR 2024Dynamic Layer Tying for Parameter-Efficient Transformers

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。