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 1,326 篇，第 2 / 27 页

51. CVPR 2026SCoRe Salience-Coverage Reduction for Vision Token Pruning in Vision-Language Models
52. CVPR 2026SIF Semantically In-Distribution Fingerprints for Large Vision-Language Models
53. CVPR 2026SineProject Machine Unlearning for Stable Vision-Language Alignment
54. CVPR 2026StructXLIP Enhancing Vision-language Models with Multimodal Structural Cues
55. CVPR 2026Synthesizing Visual Concepts as Vision-Language Programs
56. CVPR 2026TIPSv2 Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment
57. CVPR 2026Towards Calibrating Prompt Tuning of Vision- Language Models
58. CVPR 2026Towards Highly Transferable Vision-Language Attack via Semantic-Augmented Dynamic Contrastive Interaction
59. CVPR 2026Towards Knowledge-augmented Bayesian Deep Learning For Computer Vision
60. CVPR 2026TransPrune Token Transition Pruning for Efficient Large Vision-Language Model
61. CVPR 2026VISion On Request Enhanced VLLM efficiency with sparse dynamically selected
62. CVPR 2026Vision-Oriented Lightweight Neural Architecture Search with Budget-Adaptive Evaluation
63. CVPR 2026VL-Eraser Vacuum Distillation for Machine Unlearning in Vision-Language Models
64. CVPR 2026VL-RouterBench A Benchmark for Vision-Language Model Routing
65. CVPR 2026White-Balance First Adjust Later Cross-Camera Color Constancy via Vision-Language Evaluation
66. CVPR 2026ZOO-Prune Training-Free Token Pruning via Zeroth-Order Gradient Estimation in Vision-Language
67. ICLR 2026$\pi^3$: Permutation-Equivariant Visual Geometry Learning
68. ICLR 20263DGEER: 3D Gaussian Rendering Made Exact and Efficient for Generic Cameras
69. ICLR 20263DSMT: A Hybrid Spiking Mamba-Transformer for Point Cloud Analysis
70. ICLR 2026A Scene is Worth a Thousand Features: Feed-Forward Camera Localization from a Collection of Image Features
71. ICLR 2026A Step to Decouple Optimization in 3DGS
72. ICLR 2026A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models
73. ICLR 2026A Training-Free Framework for Long Video Understanding via Video-Query-Options Similarity
74. ICLR 2026A^2TG: Adaptive Anisotropic Textured Gaussians for Efficient 3D Scene Representation
75. ICLR 2026AbdCTBench: Learning Clinical Biomarker Representations from Abdominal Surface Geometry
76. ICLR 2026Action-aware Dynamic Pruning for Efficient Vision-Language-Action Manipulation
77. ICLR 2026Adaptive Domain Shift in Diffusion Models for Cross-Modality Image Translation
78. ICLR 2026AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
79. ICLR 2026AgentFold: Long-Horizon Web Agents with Proactive Context Folding
80. ICLR 2026Align-Then-stEer: Adapting the Vision-Language Action Models through Unified Latent Guidance
81. ICLR 2026All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning
82. ICLR 2026AMLRIS: Alignment-aware Masked Learning for Referring Image Segmentation
83. ICLR 2026An Empirical Study of Attention and Diversity for Adaptive Visual Token Pruning in Large Vision-Language Models
84. ICLR 2026Analyzing the Training Dynamics of Image Restoration Transformers: A Revisit to Layer Normalization
85. ICLR 2026Anatomy-aware Representation Learning for Medical Ultrasound
86. ICLR 2026Any-to-Bokeh: Arbitrary-Subject Video Refocusing with Video Diffusion Model
87. ICLR 2026AnyTouch 2: General Optical Tactile Representation Learning For Dynamic Tactile Perception
88. ICLR 2026AQuA: Toward Strategic Response Generation for Ambiguous Visual Questions
89. ICLR 2026Arbitrary Generative Video Interpolation
90. ICLR 2026Are EEG Foundation Models Worth It? Comparative Evaluation with Traditional Decoders in Diverse BCI Tasks
91. ICLR 2026ARFlow: Auto-regressive Optical Flow Estimation for Arbitrary-Length Videos via Progressive Next-Frame Forecasting
92. ICLR 2026ARTDECO: Toward High-Fidelity On-the-Fly Reconstruction with Hierarchical Gaussian Structure and Feed-Forward Guidance
93. ICLR 2026Articulation in Motion: Prior-free Part Mobility Analysis for Articulated Objects By Dynamic-Static Disentanglement
94. ICLR 2026ArtUV: Artist-style UV Unwrapping
95. ICLR 2026ASMIL: Attention-Stabilized Multiple Instance Learning for Whole-Slide Imaging
96. ICLR 2026Assembling the Mind's Mosaic: Towards EEG Semantic Intent Decoding
97. ICLR 2026AssoMem: Scalable Memory QA with Multi-Signal Associative Retrieval
98. ICLR 2026ASTRAEA: A Token-wise Acceleration Framework for Video Diffusion Transformers
99. ICLR 2026Asymmetric Synthetic Data Update for Domain Incremental Dataset Distillation
100. ICLR 2026ATTS: Asynchronous Test-Time Scaling via Conformal 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。