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 456 篇，第 3 / 10 页

101. NeurIPS 2026OneCanvas: 3D Scene Understanding via Panoramic Reprojection
102. NeurIPS 2026Online Bayesian Recalibration of Brain–Computer Interfaces with Language Model Potentials
103. NeurIPS 2026Order Matters: Competition-Guided Query Ordering for RNN-Based Object Detection
104. NeurIPS 2026OS-Omni: A Cross-Platform Benchmark for Generalist Computer-Using Agents
105. NeurIPS 2026P$^3$-VLM: A Point-based Alternative for Grounded 3D Vision-Language Models
106. NeurIPS 2026Paleoinspired Vision: From Exploring Colour Vision Evolution to Inspiring Camera Design
107. NeurIPS 2026Partition-Aware Unlearning for Removing Spurious Correlations in Large Vision-Language Models
108. NeurIPS 2026Patch4Patch: Restoring Structural Connectivity in Patch-based Vision Encoders
109. NeurIPS 2026PENEX: AdaBoost-Inspired Neural Network Regularization
110. NeurIPS 2026Perceive-then-Plan: Layout-as-Policy for Monocular 3D Scene Layout Estimation
111. NeurIPS 2026PermuQuant: Lowering Per-Group Quantization Error by Reordering Channels for Diffusion Models
112. NeurIPS 2026Perturb, Repair, Verify: Self-Play Vision-Language Verifiers for Compositional Understanding
113. NeurIPS 2026PGGT-Loc: Primitive-Grounded Geometry Transformer for Feed-Forward Camera Localization
114. NeurIPS 2026Plan4D: Generative Plannable 4D Worlds
115. NeurIPS 2026PLANING: A Loosely Coupled Triangle-Gaussian Framework for Streaming 3D Reconstruction
116. NeurIPS 2026PosePlaner: Denoising Any Feedforward Pose Predictor from Pairwise Planar Geometry
117. NeurIPS 2026ProQuant: Progressive Quantization-aware Training for Edge MLLMs
118. NeurIPS 2026Q-ViK: Question-Guided Visual KV Cache Eviction for Large Vision-Language Models
119. NeurIPS 2026RadarFlowPose: Vision-Inspired Coarse-to-Fine Skeleton Refinement with Flow Matching
120. NeurIPS 2026RASS: Risk-Audited Budget Selection for Compact NeRF Benchmark Subsets
121. NeurIPS 2026Re:Cognize - A Framework For Open-Set Comic Character Re-Identification
122. NeurIPS 2026Real2Sim in HOI: Toward Physically Plausible HOI Reconstruction from Monocular Videos
123. NeurIPS 2026Redefining Instance Matching: A Unified Framework for Part-Aware Matching in Panoptic Segmentation Evaluation
124. NeurIPS 2026ReFlex: Faithful Panorama Reconstruction from a Single Image with Reflections
125. NeurIPS 2026Resolving AdaBoost Cycling with LLMs: A Computer-Assisted Counterexample
126. NeurIPS 2026Rethinking Contrastive Loss in CLIP Post-training: A Complementary Framework with Frozen Text Encoder
127. NeurIPS 2026Rethinking Projector Training in Multimodal LLMs
128. NeurIPS 2026Robustness of Internal Signals for Hallucination Detection in Vision-Language Models
129. NeurIPS 2026RPFQ-ViT: Rotated Phase-Frame Quantization for Extremely Low-Bit Weights in Vision Transformers
130. NeurIPS 2026SAM 3D Animal: Promptable Animal 3D Reconstruction from Images in the Wild
131. NeurIPS 2026SatNav: A Scalable Benchmark for Long-Horizon UAV Vision-Language Navigation from Satellite Imagery
132. NeurIPS 2026SceneAligner: 3D-Grounded Floorplan Localization in the Wild
133. NeurIPS 2026SchemaPose: RGB-Based Category-Level Pose Estimation with Parametric Category Schema
134. NeurIPS 2026ScreenSearch: Uncertainty-Aware OS Exploration
135. NeurIPS 2026See it to Place it: Evolving Macro Placements with Vision Language Models
136. NeurIPS 2026Selection, Not Fusion: Radar-Modulated State Space Models for Radar-Camera Depth Estimation
137. NeurIPS 2026Semantic Consistency of Vision Tokens: A Vision-Centric Perspective on Multimodal Large Language Models
138. NeurIPS 2026SING-CH: Task-Scale-Agnostic Lifelong Cross-Modal Hashing on Statistical Manifolds
139. NeurIPS 2026SOAR: Regression-based LiDAR Relocalization for UAVs
140. NeurIPS 2026Stable3R: Streaming 3D Reconstruction with Stable Geometric References
141. NeurIPS 2026SurGe: Improved Surface Geometry in Point Maps
142. NeurIPS 2026SynIB: Informational Bottleneck for Maximizing Synergy in Multimodal Learning
143. NeurIPS 2026TED: Text-Axis Evidence Decomposition for Prompted Anomaly Localization
144. NeurIPS 2026THEIA: A Multimodal Dataset and Benchmark for Vision-Language Analysis of Layout
145. NeurIPS 2026ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents
146. NeurIPS 2026Training Vision Transformers to Focus: Emergence of Attention Head Specialization
147. NeurIPS 2026TwinPrune: Density-Aware Two-Phase Token Pruning for Vision-Language Models
148. NeurIPS 2026U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking
149. NeurIPS 2026UltraVoxelGS: Voxel-First Feed-Forward Gaussian Splatting for 3D Ultrasound Reconstruction
150. NeurIPS 2026Unaligned Image Guided Denoising via Cross-modal Conditional Flow Matching

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。