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 246 篇，第 3 / 5 页

101. CVPR 2025Learning Occlusion-Robust Vision Transformers for Real-Time UAV Tracking
102. CVPR 2025LSNet: See Large, Focus Small
103. CVPR 2025MambaVision: A Hybrid Mamba-Transformer Vision Backbone
104. CVPR 2025MambaVLT: Time-Evolving Multimodal State Space Model for Vision-Language Tracking
105. CVPR 2025MATCHA: Towards Matching Anything
106. CVPR 2025MBQ: Modality-Balanced Quantization for Large Vision-Language Models
107. CVPR 2025NLPrompt: Noise-Label Prompt Learning for Vision-Language Models
108. CVPR 2025NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery
109. CVPR 2025NTClick: Achieving Precise Interactive Segmentation With Noise-tolerant Clicks
110. CVPR 2025Olympus: A Universal Task Router for Computer Vision Tasks
111. CVPR 2025PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models
112. CVPR 2025Preconditioners for the Stochastic Training of Neural Fields
113. CVPR 2025Probing the Mid-level Vision Capabilities of Self-Supervised Learning
114. CVPR 2025ResCLIP: Residual Attention for Training-free Dense Vision-language Inference
115. CVPR 2025ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos
116. CVPR 2025Seeing More with Less: Human-like Representations in Vision Models
117. CVPR 2025Seeing the Abstract: Translating the Abstract Language for Vision Language Models
118. CVPR 2025Self-Evolving Visual Concept Library using Vision-Language Critics
119. CVPR 2025Shape Abstraction via Marching Differentiable Support Functions
120. CVPR 2025SmartCLIP: Modular Vision-language Alignment with Identification Guarantees
121. CVPR 2025STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection
122. CVPR 2025Stop Walking in Circles! Bailing Out Early in Projected Gradient Descent
123. CVPR 2025Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment
124. CVPR 2025Time of the Flight of the Gaussians: Optimizing Depth Indirectly in Dynamic Radiance Fields
125. CVPR 2025Towards Understanding How Knowledge Evolves in Large Vision-Language Models
126. CVPR 2025Transformers without Normalization
127. CVPR 2025VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
128. CVPR 2025Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks
129. CVPR 2025Vision-Language Model IP Protection via Prompt-based Learning
130. CVPR 2025Vision-Language Models Do Not Understand Negation
131. CVPR 2025VisionZip: Longer is Better but Not Necessary in Vision Language Models
132. CVPR 2025VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models
133. CVPR 2025VoCo-LLaMA: Towards Vision Compression with Large Language Models
134. CVPR 2025Your Scale Factors are My Weapon: Targeted Bit-Flip Attacks on Vision Transformers via Scale Factor Manipulation
135. CVPR 20243D-Aware Face Editing via Warping-Guided Latent Direction Learning
136. CVPR 2024A Noisy Elephant in the Room: Is Your Out-of-Distribution Detector Robust to Label Noise?
137. CVPR 2024ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models
138. CVPR 2024BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation
139. CVPR 2024BioCLIP: A Vision Foundation Model for the Tree of Life
140. CVPR 2024Building Vision-Language Models on Solid Foundations with Masked Distillation
141. CVPR 2024CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment
142. CVPR 2024Degrees of Freedom Matter: Inferring Dynamics from Point Trajectories
143. CVPR 2024DeiT-LT: Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets
144. CVPR 2024Distilling Vision-Language Models on Millions of Videos
145. CVPR 2024DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision
146. CVPR 2024DUSt3R: Geometric 3D Vision Made Easy
147. CVPR 2024Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications
148. CVPR 2024Efficient Multitask Dense Predictor via Binarization
149. CVPR 2024EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models
150. CVPR 2024Enhancing Vision-Language Pre-training with Rich Supervisions

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。