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 3 / 5 页

101. ICML 2025Impossible Videos
102. ICML 2025Improving Compositional Generation with Diffusion Models Using Lift Scores
103. ICML 2025Improving LLM Video Understanding with 16 Frames Per Second
104. ICML 2025InfoSAM: Fine-Tuning the Segment Anything Model from An Information-Theoretic Perspective
105. ICML 2025Instruct2See: Learning to Remove Any Obstructions Across Distributions
106. ICML 2025IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models
107. ICML 2025IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models
108. ICML 2025L-Diffusion: Laplace Diffusion for Efficient Pathology Image Segmentation
109. ICML 2025Large Displacement Motion Transfer with Unsupervised Anytime Interpolation
110. ICML 2025Learning Adaptive Lighting via Channel-Aware Guidance
111. ICML 2025Learning Attribute-Aware Hash Codes for Fine-Grained Image Retrieval via Query Optimization
112. ICML 2025Learning Event Completeness for Weakly Supervised Video Anomaly Detection
113. ICML 2025Learning Invariant Causal Mechanism from Vision-Language Models
114. ICML 2025LieRE: Lie Rotational Positional Encodings
115. ICML 2025LightningDrag: Lightning Fast and Accurate Drag-based Image Editing Emerging from Videos
116. ICML 2025Lightweight-Mark: Rethinking Deep Learning-Based Watermarking
117. ICML 2025LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification
118. ICML 2025LOCATE 3D: Real-World Object Localization via Self-Supervised Learning in 3D
119. ICML 2025Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model
120. ICML 2025LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression
121. ICML 2025LRA-QViT: Integrating Low-Rank Approximation and Quantization for Robust and Efficient Vision Transformers
122. ICML 2025MaskTwins: Dual-form Complementary Masking for Domain-Adaptive Image Segmentation
123. ICML 2025MiraGe: Editable 2D Images using Gaussian Splatting
124. ICML 2025MIRROR: Make Your Object-Level Multi-View Generation More Consistent with Training-Free Rectification
125. ICML 2025MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition
126. ICML 2025More Than Meets the Eye: Enhancing Multi-Object Tracking Even with Prolonged Occlusions
127. ICML 2025MuLan: Adapting Multilingual Diffusion Models for Hundreds of Languages with Negligible Cost
128. ICML 2025Multi-Modal Object Re-identification via Sparse Mixture-of-Experts
129. ICML 2025Mutual Learning for SAM Adaptation: A Dual Collaborative Network Framework for Source-Free Domain Transfer
130. ICML 2025Not All Tokens Matter All The Time: Dynamic Token Aggregation Towards Efficient Detection Transformers
131. ICML 2025Objective drives the consistency of representational similarity across datasets
132. ICML 2025One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation
133. ICML 2025One-dimensional Path Convolution
134. ICML 2025Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models
135. ICML 2025Origin Identification for Text-Guided Image-to-Image Diffusion Models
136. ICML 2025Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
137. ICML 2025Perceptual-GS: Scene-adaptive Perceptual Densification for Gaussian Splatting
138. ICML 2025PF3plat: Pose-Free Feed-Forward 3D Gaussian Splatting for Novel View Synthesis
139. ICML 2025PhySpec: Physically Consistent Spectral Reconstruction via Orthogonal Subspace Decomposition and Self-Supervised Meta-Auxiliary Learning
140. ICML 2025PiD: Generalized AI-Generated Images Detection with Pixelwise Decomposition Residuals
141. ICML 2025PISA Experiments: Exploring Physics Post-Training for Video Diffusion Models by Watching Stuff Drop
142. ICML 2025Playmate: Flexible Control of Portrait Animation via 3D-Implicit Space Guided Diffusion
143. ICML 2025Point Cloud Dataset Distillation
144. ICML 2025Pre-training Auto-regressive Robotic Models with 4D Representations
145. ICML 2025Predicting High-precision Depth on Low-Precision Devices Using 2D Hilbert Curves
146. ICML 2025Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models
147. ICML 2025Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes
148. ICML 2025Probing Visual Language Priors in VLMs
149. ICML 2025RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
150. ICML 2025ReferSplat: Referring Segmentation in 3D Gaussian Splatting

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。