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 201 篇，第 2 / 5 页

51. ICML 2025DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization
52. ICML 2025DVI:A Derivative-based Vision Network for INR
53. ICML 2025DyPolySeg: Taylor Series-Inspired Dynamic Polynomial Fitting Network for Few-shot Point Cloud Semantic Segmentation
54. ICML 2025EcoMapper: Generative Modeling for Climate-Aware Satellite Imagery
55. ICML 2025EFDTR: Learnable Elliptical Fourier Descriptor Transformer for Instance Segmentation
56. ICML 2025Efficient and Separate Authentication Image Steganography Network
57. ICML 2025Efficient Motion Prompt Learning for Robust Visual Tracking
58. ICML 2025Efficient Multi-modal Long Context Learning for Training-free Adaptation
59. ICML 2025Efficient Noise Calculation in Deep Learning-based MRI Reconstructions
60. ICML 2025Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias
61. ICML 2025Elucidating the design space of language models for image generation
62. ICML 2025Enhancing Foundation Models with Federated Domain Knowledge Infusion
63. ICML 2025Enhancing Performance of Explainable AI Models with Constrained Concept Refinement
64. ICML 2025Enhancing Visual Localization with Cross-Domain Image Generation
65. ICML 2025Event-Customized Image Generation
66. ICML 2025EvFocus: Learning to Reconstruct Sharp Images from Out-of-Focus Event Streams
67. ICML 2025Ex-VAD: Explainable Fine-grained Video Anomaly Detection Based on Visual-Language Models
68. ICML 2025Exploring Invariance in Images through One-way Wave Equations
69. ICML 2025Exploring Vision Semantic Prompt for Efficient Point Cloud Understanding
70. ICML 2025ExtPose: Robust and Coherent Pose Estimation by Extending ViTs
71. ICML 2025FeatSharp: Your Vision Model Features, Sharper
72. ICML 2025Feature out! Let Raw Image as Your Condition for Blind Face Restoration
73. ICML 2025Few-Shot Learner Generalizes Across AI-Generated Image Detection
74. ICML 2025Fine-Grained Captioning of Long Videos through Scene Graph Consolidation
75. ICML 2025Flex3D: Feed-Forward 3D Generation with Flexible Reconstruction Model and Input View Curation
76. ICML 2025FlexiReID: Adaptive Mixture of Expert for Multi-Modal Person Re-Identification
77. ICML 2025FlexTok: Resampling Images into 1D Token Sequences of Flexible Length
78. ICML 2025Flopping for FLOPs: Leveraging Equivariance for Computational Efficiency
79. ICML 2025FlowDrag: 3D-aware Drag-based Image Editing with Mesh-guided Deformation Vector Flow Fields
80. ICML 2025FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining
81. ICML 2025FreeMesh: Boosting Mesh Generation with Coordinates Merging
82. ICML 2025From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection
83. ICML 2025From Thousands to Billions: 3D Visual Language Grounding via Render-Supervised Distillation from 2D VLMs
84. ICML 2025FuseUNet: A Multi-Scale Feature Fusion Method for U-like Networks
85. ICML 2025Gamma Distribution PCA-Enhanced Feature Learning for Angle-Robust SAR Target Recognition
86. ICML 2025Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning
87. ICML 2025Generative Point Cloud Registration
88. ICML 2025GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder
89. ICML 2025Geometric Feature Embedding for Effective 3D Few-Shot Class Incremental Learning
90. ICML 2025GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing
91. ICML 2025GoIRL: Graph-Oriented Inverse Reinforcement Learning for Multimodal Trajectory Prediction
92. ICML 2025HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration
93. ICML 2025HetSSNet: Spatial-Spectral Heterogeneous Graph Learning Network for Panchromatic and Multispectral Images Fusion
94. ICML 2025Hierarchical Masked Autoregressive Models with Low-Resolution Token Pivots
95. ICML 2025History-Guided Video Diffusion
96. ICML 2025How Do Images Align and Complement LiDAR? Towards a Harmonized Multi-modal 3D Panoptic Segmentation
97. ICML 2025How Effective Can Dropout Be in Multiple Instance Learning ?
98. ICML 2025Human Body Restoration with One-Step Diffusion Model and A New Benchmark
99. ICML 2025Hybrid Spiking Vision Transformer for Object Detection with Event Cameras
100. ICML 2025HybridGS: High-Efficiency Gaussian Splatting Data Compression using Dual-Channel Sparse Representation and Point Cloud Encoder

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。