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 456 篇，第 9 / 10 页
- NeurIPS 2024SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification
- NeurIPS 2024Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection
- NeurIPS 2024Slicing Vision Transformer for Flexible Inference
- NeurIPS 2024StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences
- NeurIPS 2024Stylus: Automatic Adapter Selection for Diffusion Models
- NeurIPS 2024Subsurface Scattering for Gaussian Splatting
- NeurIPS 2024SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
- NeurIPS 2024TAPVid-3D: A Benchmark for Tracking Any Point in 3D
- NeurIPS 2024Temporal Sentence Grounding with Relevance Feedback in Videos
- NeurIPS 2024Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts
- NeurIPS 2024Toward Semantic Gaze Target Detection
- NeurIPS 2024TrAct: Making First-layer Pre-Activations Trainable
- NeurIPS 2024UMB: Understanding Model Behavior for Open-World Object Detection
- NeurIPS 2024USCILab3D: A Large-scale, Long-term, Semantically Annotated Outdoor Dataset
- NeurIPS 2024V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
- NeurIPS 2024VideoGUI: A Benchmark for GUI Automation from Instructional Videos
- NeurIPS 2024ViLCo-Bench: VIdeo Language COntinual learning Benchmark
- NeurIPS 2024Vision Mamba Mender
- NeurIPS 2024Vision-Language Models are Strong Noisy Label Detectors
- NeurIPS 2024VMamba: Visual State Space Model
- NeurIPS 2024Voila-A: Aligning Vision-Language Models with User's Gaze Attention
- NeurIPS 2024WikiDO: Evaluating Out-of-Distribution Generalization of Vision-Language Models in Cross-Modal Retrieval
- NeurIPS 2023[Re] Masked Autoencoders Are Small Scale Vision Learners: A Reproduction Under Resource Constraints
- NeurIPS 20233D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes
- NeurIPS 2023Analyzing Vision Transformers for Image Classification in Class Embedding Space
- NeurIPS 2023Are Vision Transformers More Data Hungry Than Newborn Visual Systems?
- NeurIPS 2023Binarized Spectral Compressive Imaging
- NeurIPS 2023Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes
- NeurIPS 2023CamoPatch: An Evolutionary Strategy for Generating Camoflauged Adversarial Patches
- NeurIPS 2023ChimpACT: A Longitudinal Dataset for Understanding Chimpanzee Behaviors
- NeurIPS 2023Compact Neural Volumetric Video Representations with Dynamic Codebooks
- NeurIPS 2023Context-PIPs: Persistent Independent Particles Demands Spatial Context Features
- NeurIPS 2023Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing
- NeurIPS 2023Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity
- NeurIPS 2023Equivariant Adaptation of Large Pretrained Models
- NeurIPS 2023Ethical Considerations for Responsible Data Curation
- NeurIPS 2023Exploring Why Object Recognition Performance Degrades Across Income Levels and Geographies with Factor Annotations
- NeurIPS 2023Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation
- NeurIPS 2023Geometric Algebra Transformer
- NeurIPS 2023Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism
- NeurIPS 2023Handling Data Heterogeneity via Architectural Design for Federated Visual Recognition
- NeurIPS 2023How hard are computer vision datasets? Calibrating dataset difficulty to viewing time
- NeurIPS 2023IEBins: Iterative Elastic Bins for Monocular Depth Estimation
- NeurIPS 2023Label-efficient Segmentation via Affinity Propagation
- NeurIPS 2023Lookaround Optimizer: $k$ steps around, 1 step average
- NeurIPS 2023MCUFormer: Deploying Vision Tranformers on Microcontrollers with Limited Memory
- NeurIPS 2023OBJECT 3DIT: Language-guided 3D-aware Image Editing
- NeurIPS 2023Real3D-AD: A Dataset of Point Cloud Anomaly Detection
- NeurIPS 2023rPPG-Toolbox: Deep Remote PPG Toolbox
- NeurIPS 2023SANFlow: Semantic-Aware Normalizing Flow for Anomaly Detection
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。