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 338 篇，第 3 / 7 页

101. ICLR 2025FIRING-Net: A filtered feature recycling network for speech enhancement
102. ICLR 2025Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors
103. ICLR 2025Flow: Modularized Agentic Workflow Automation
104. ICLR 2025FlowDec: A flow-based full-band general audio codec with high perceptual quality
105. ICLR 2025Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration
106. ICLR 2025FormalAlign: Automated Alignment Evaluation for Autoformalization
107. ICLR 2025Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models
108. ICLR 2025Frame-Voyager: Learning to Query Frames for Video Large Language Models
109. ICLR 2025FreSh: Frequency Shifting for Accelerated Neural Representation Learning
110. ICLR 2025Fugatto 1: Foundational Generative Audio Transformer Opus 1
111. ICLR 2025Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher
112. ICLR 2025Gaussian Head & Shoulders: High Fidelity Neural Upper Body Avatars with Anchor Gaussian Guided Texture Warping
113. ICLR 2025Gaussian Splatting Lucas-Kanade
114. ICLR 2025Gaussian-Based Instance-Adaptive Intensity Modeling for Point-Supervised Facial Expression Spotting
115. ICLR 2025Gaussian-Det: Learning Closed-Surface Gaussians for 3D Object Detection
116. ICLR 2025GenDataAgent: On-the-fly Dataset Augmentation with Synthetic Data
117. ICLR 2025Generalized Video Moment Retrieval
118. ICLR 2025Generation and Comprehension Hand-in-Hand: Vision-guided Expression Diffusion for Boosting Referring Expression Generation and Comprehension
119. ICLR 2025Generative Inbetweening: Adapting Image-to-Video Models for Keyframe Interpolation
120. ICLR 2025GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling
121. ICLR 2025GI-GS: Global Illumination Decomposition on Gaussian Splatting for Inverse Rendering
122. ICLR 2025GLOMA: Global Video Text Spotting with Morphological Association
123. ICLR 2025Graph-Guided Scene Reconstruction from Images with 3D Gaussian Splatting
124. ICLR 2025Grounding Multimodal Large Language Model in GUI World
125. ICLR 2025GS-CPR: Efficient Camera Pose Refinement via 3D Gaussian Splatting
126. ICLR 2025GS-LiDAR: Generating Realistic LiDAR Point Clouds with Panoramic Gaussian Splatting
127. ICLR 2025GSE: Group-wise Sparse and Explainable Adversarial Attacks
128. ICLR 2025HAINAN: Fast and Accurate Transducer for Hybrid-Autoregressive ASR
129. ICLR 2025High-dimension Prototype is a Better Incremental Object Detection Learner
130. ICLR 2025High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation
131. ICLR 2025High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity
132. ICLR 2025HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
133. ICLR 2025How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings
134. ICLR 2025HQGS: High-Quality Novel View Synthesis with Gaussian Splatting in Degraded Scenes
135. ICLR 2025IDA-VLM: Towards Movie Understanding via ID-Aware Large Vision-Language Model
136. ICLR 2025IDInit: A Universal and Stable Initialization Method for Neural Network Training
137. ICLR 2025ImagineNav: Prompting Vision-Language Models as Embodied Navigator through Scene Imagination
138. ICLR 2025IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning
139. ICLR 2025ImDy: Human Inverse Dynamics from Imitated Observations
140. ICLR 2025Implicit Neural Surface Deformation with Explicit Velocity Fields
141. ICLR 2025Improving Language Model Distillation through Hidden State Matching
142. ICLR 2025Improving Unsupervised Constituency Parsing via Maximizing Semantic Information
143. ICLR 2025Influence-Guided Diffusion for Dataset Distillation
144. ICLR 2025InfoGS: Efficient Structure-Aware 3D Gaussians via Lightweight Information Shaping
145. ICLR 2025InstaRevive: One-Step Image Enhancement via Dynamic Score Matching
146. ICLR 2025Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology
147. ICLR 2025Inverse Rendering using Multi-Bounce Path Tracing and Reservoir Sampling
148. ICLR 2025Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
149. ICLR 2025Is Your Video Language Model a Reliable Judge?
150. ICLR 2025Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity

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。