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 772 篇，第 2 / 16 页

51. CVPR 2025Seeing the Abstract: Translating the Abstract Language for Vision Language Models
52. CVPR 2025Self-Evolving Visual Concept Library using Vision-Language Critics
53. CVPR 2025Shape Abstraction via Marching Differentiable Support Functions
54. CVPR 2025SmartCLIP: Modular Vision-language Alignment with Identification Guarantees
55. CVPR 2025STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection
56. CVPR 2025Stop Walking in Circles! Bailing Out Early in Projected Gradient Descent
57. CVPR 2025Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment
58. CVPR 2025Time of the Flight of the Gaussians: Optimizing Depth Indirectly in Dynamic Radiance Fields
59. CVPR 2025Towards Understanding How Knowledge Evolves in Large Vision-Language Models
60. CVPR 2025Transformers without Normalization
61. CVPR 2025VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
62. CVPR 2025Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks
63. CVPR 2025Vision-Language Model IP Protection via Prompt-based Learning
64. CVPR 2025Vision-Language Models Do Not Understand Negation
65. CVPR 2025VisionZip: Longer is Better but Not Necessary in Vision Language Models
66. CVPR 2025VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models
67. CVPR 2025VoCo-LLaMA: Towards Vision Compression with Large Language Models
68. CVPR 2025Your Scale Factors are My Weapon: Targeted Bit-Flip Attacks on Vision Transformers via Scale Factor Manipulation
69. ICLR 2025$\gamma-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
70. ICLR 20253D StreetUnveiler with Semantic-aware 2DGS - a simple baseline
71. ICLR 20253D Vision-Language Gaussian Splatting
72. ICLR 20253D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
73. ICLR 20253DitScene: Editing Any Scene via Language-guided Disentangled Gaussian Splatting
74. ICLR 20256D Object Pose Tracking in Internet Videos for Robotic Manipulation
75. ICLR 2025A CLIP-Powered Framework for Robust and Generalizable Data Selection
76. ICLR 2025A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis
77. ICLR 2025A Sanity Check for AI-generated Image Detection
78. ICLR 2025Action Sequence Augmentation for Action Anticipation
79. ICLR 2025Ada-K Routing: Boosting the Efficiency of MoE-based LLMs
80. ICLR 2025AdaFisher: Adaptive Second Order Optimization via Fisher Information
81. ICLR 2025ADAM: An Embodied Causal Agent in Open-World Environments
82. ICLR 2025Adapters for Altering LLM Vocabularies: What Languages Benefit the Most?
83. ICLR 2025Adaptive Camera Sensor for Vision Models
84. ICLR 2025Adaptive Retention & Correction: Test-Time Training for Continual Learning
85. ICLR 2025Add-it: Training-Free Object Insertion in Images With Pretrained Diffusion Models
86. ICLR 2025ADIFF: Explaining audio difference using natural language
87. ICLR 2025Alchemy: Amplifying Theorem-Proving Capability Through Symbolic Mutation
88. ICLR 2025An Exploration with Entropy Constrained 3D Gaussians for 2D Video Compression
89. ICLR 2025An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels
90. ICLR 2025An Intelligent Agentic System for Complex Image Restoration Problems
91. ICLR 2025Animate Your Thoughts: Reconstruction of Dynamic Natural Vision from Human Brain Activity
92. ICLR 2025AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction
93. ICLR 2025AnyTouch: Learning Unified Static-Dynamic Representation across Multiple Visuo-tactile Sensors
94. ICLR 2025ARB-LLM: Alternating Refined Binarizations for Large Language Models
95. ICLR 2025Articulate-Anything: Automatic Modeling of Articulated Objects via a Vision-Language Foundation Model
96. ICLR 2025AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data
97. ICLR 2025Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers
98. ICLR 2025Audio Large Language Models Can Be Descriptive Speech Quality Evaluators
99. ICLR 2025Automated Proof Generation for Rust Code via Self-Evolution
100. ICLR 2025Backdooring Vision-Language Models with Out-Of-Distribution Data

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。