应用 · computer vision论文趋势 2023–2026
应用方向：computer_vision
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 2,538 篇被归入该主题的论文。
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。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 34 | 20 | 8 | 44 | 106 |
| 2024 | 89 | 152 | 25 | 68 | 334 |
| 2025 | 165 | 338 | 201 | 68 | 772 |
| 2026 | 168 | 538 | 554 | 66 | 1,326 |
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 1,326 篇，第 27 / 27 页
- NeurIPS 2026TED: Text-Axis Evidence Decomposition for Prompted Anomaly Localization
- NeurIPS 2026THEIA: A Multimodal Dataset and Benchmark for Vision-Language Analysis of Layout
- NeurIPS 2026ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents
- NeurIPS 2026Training Vision Transformers to Focus: Emergence of Attention Head Specialization
- NeurIPS 2026TwinPrune: Density-Aware Two-Phase Token Pruning for Vision-Language Models
- NeurIPS 2026U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking
- NeurIPS 2026UltraVoxelGS: Voxel-First Feed-Forward Gaussian Splatting for 3D Ultrasound Reconstruction
- NeurIPS 2026Unaligned Image Guided Denoising via Cross-modal Conditional Flow Matching
- NeurIPS 2026Uncertainty Quantification of Least Squares Estimator for Generalized Orthogonal Procrustes Problems
- NeurIPS 2026VETime: Vision Enhanced Zero-Shot Time Series Anomaly Detection
- NeurIPS 2026VFIG: Vectorizing Complex Figures in SVG with Vision-Language Models
- NeurIPS 2026ViLo: LiDAR Localization with Vision-Language Priors
- NeurIPS 2026VIPER: An Expert-Curated Benchmark for Vision-Language Models in Veterinary Pathology
- NeurIPS 2026Vision Token Pruning via Query-Vision Interaction Decomposition
- NeurIPS 2026VL-DocIR: A Benchmark for Vision-Based Long Document Retrieval
- NeurIPS 2026VLM$^3$: Vision Language Models Are Native 3D Learners
- NeurIPS 2026VLRS-Bench: A Vision-Language Reasoning Benchmark for Remote Sensing
- NeurIPS 2026VLSplat: Vision-Language Guided Object-Centric 3D Gaussian Splatting via Scene Graph
- NeurIPS 2026When a Zero-Shooter Cheats: Improving Age Estimation via Activation Steering
- NeurIPS 2026When Depth Lies: Benchmarking Vision-Language Models on Mirror-Induced RGB-D Ambiguity
- NeurIPS 2026When Noise Meets Long-Tail: Feature-Threshold Dual Calibration for Robust Pseudo-Labeling
- NeurIPS 2026Where Are MLLMs Looking When They Hallucinate? Mitigating Visual Hallucination via Gaze Steering
- NeurIPS 2026Who Needs Labels? Adapting Vision Foundation Models With the Metadata You Already Have
- NeurIPS 2026Words Before Pixels: Selective Modality Routing for Vision-Language Model Unlearning
- NeurIPS 2026WorldAct: Activating Monolithic 3D Worlds into Interactive-Ready Object-Centric Scenes
- NeurIPS 2026XMNoise2Clean: Cross-Modal Denoising Under Sparse Data
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
用 paperlist 查应用 · computer vision在 ICLR 2023–2026 的论文趋势，哪一年涨得最快？
AI 会调用的工具：get_topic_stats {"topic": "app-computer-vision"}
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。