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 22 / 27 页
- ICML 2026SphericalDreamer: Generating Navigable Immersive 3D Worlds with Panorama Fusion
- ICML 2026Spike Camera Autofocus via Frequency-Domain Spectral-Centroid Migration
- ICML 2026Spiral RoPE: Rotate Your Rotary Positional Embeddings in the 2D Plane
- ICML 2026SplAttN: Bridging 2D and 3D with Gaussian Soft Splatting and Attention for Point Cloud Completion
- ICML 2026SSDCN: Spatial-Spectral Dual-Clustering-based Network for Hyperspectral Image Super-resolution
- ICML 2026STABLE: Simulation-Ready Tabletop Layout Generation via a Semantics–Physics Dual System
- ICML 2026StableI2I: Spotting Unintended Changes in Image-to-Image Transition
- ICML 2026StableVLA: Towards Robust Vision-Language-Action Models without Extra Data
- ICML 2026Stage-wise Distortion–Perception Traversal in Zero-shot Inverse Problems with Diffusion Models
- ICML 2026STARCaster: Spatio-Temporal AutoRegressive Video Diffusion for Identity- and View-Aware Talking Portraits
- ICML 2026STORM: Segment, Track, and Object Re-Localization from a Single Image
- ICML 2026StreamFlow: Theory, Algorithm, and Implementation for High-Efficiency Rectified Flow Generation
- ICML 2026StructMamPose: From Sequential Perception to Structural Reasoning for 3D Human Pose Estimation
- ICML 2026Structure-Aware Consistency Priors for Shape from Polarization in Complex Media
- ICML 2026Structure-Aware Riemannian Flow Matching for Registration and Fusion of Hyperspectral and Multispectral Images
- ICML 2026Supervise Less, See More: Training-free Nuclear Instance Segmentation with Prototype-Guided Prompting
- ICML 2026Supervised Classification Heads as Semantic Prototypes: Unlocking Vision-Language Alignment via Weight Recycling
- ICML 2026SVL: Empowering Spiking Neural Networks for Efficient 3D Open-World Understanding
- ICML 2026Synergistic Space-Vision Processing for Predicate Inference
- ICML 2026T-Edit: Triple-Branch Diffusion Anchoring for Consistent Editing
- ICML 2026T-measure: A Topology-Consistent Metric for Binary Segmentation
- ICML 2026T2AV-Compass: Towards Unified Evaluation for Text-to-Audio-Video Generation
- ICML 2026TAGRPO: Boosting GRPO on Image-to-Video Generation with Direct Trajectory Alignment
- ICML 2026Taming I2V models for Image HOI Editing: A Cognitive Benchmark and Agentic Self-Correcting Framework
- ICML 2026Task-Aware Mechanism: Hybrid MoE Vision Tower Towards Holistic Video Understanding
- ICML 2026Task-Aware Structured Memory for Dynamic Multi-modal In-Context Learning
- ICML 2026Task-Driven Subspace Decomposition for Knowledge Sharing and Isolation in LoRA-based Continual Learning
- ICML 2026Taylor-Gaussians-Flow: Towards Non-uniform Motion for Novel View Synthesis from Monocular Video
- ICML 2026TD-VAD: Breaking Visual Dependence in Video Anomaly Detection with Text-Driven Learning
- ICML 2026Temporal-aware Flow Matching for Video Generation with Temporally Coherent Motion
- ICML 2026Temporal-Aware Reasoning Optimization for Video Temporal Grounding
- ICML 2026Temporal-Emerged Prompting for Segment Anything in Multiframe Infrared Small Target Detection
- ICML 2026TexEditor: Structure-Preserving Text-Driven Texture Editing
- ICML 2026Text-Driven Fusion for Infrared and Visible Images: Achieving Image Scene Adaptation on Hyperbolic Space
- ICML 2026TextAtlas5M: A Large-Scale Dataset for Long Text Image Generation
- ICML 2026Think in Cloud, Look at Edges: Semantic-Driven Query Decomposition for Efficient Video Reasoning
- ICML 2026Time series saliency maps: Explaining models across multiple domains
- ICML 2026TimeSpot: Benchmarking Geo-Temporal Understanding in Vision–Language Models in Real-World Settings
- ICML 2026TIMI: Training-Free Image-to-3D Multi-Instance Generation with Spatial Fidelity
- ICML 2026TopAdapter: Topology-Aware Prompt Tuning for Efficient Point Cloud Understanding
- ICML 2026Towards Effective Waste Segmentation for Automated Waste Recycling in Cluttered Background
- ICML 2026Towards High-Fidelity CAD Generation via LLM-Driven Program Generation and Text-Based B-Rep Primitive Grounding
- ICML 2026Towards Realistic Lifelong Re-identification: Identity Recurrence with Changing Clothes
- ICML 2026Towards Scalable and Consistent 3D Editing
- ICML 2026Towards Trustworthy and Identifiable Virtual Face Generation
- ICML 2026Towards Trustworthy Video Anomaly Understanding: A Class-Guided Chain-of-Evaluation Metric and An Anomaly-focused Meta-Benchmark
- ICML 2026TPGDiff : Hierarchical Triple-Prior Guided Diffusion for Image Restoration
- ICML 2026Training-Free Coverless Multi-Image Steganography with Access Control
- ICML 2026Trajectory-Stabilized Inference for Diffusion-Based Video Inpainting
- ICML 2026Transform Trained Transformer for Accelerating Native 4K Video Generation
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。