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 1,048 篇，第 9 / 21 页
- ICLR 2026ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data
- ICLR 2026SceneCOT: Eliciting Chain-of-Thought Reasoning in 3D Scenes
- ICLR 2026ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
- ICLR 2026SciNav: A Principled Agent Framework for Scientific Coding Tasks
- ICLR 2026SCoT: Teaching 3D-LLMs to Think Spatially with Million-scale CoT Annotations
- ICLR 2026SCUBA: Salesforce Computer Use Benchmark
- ICLR 2026SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training
- ICLR 2026Seeing Through Words: Controlling Visual Retrieval Quality with Language
- ICLR 2026Seeing What’s Not There: Negation Understanding Needs More Than Training
- ICLR 2026Seeing What’s Wrong: A Trajectory-Guided Approach to Caption Error Detection
- ICLR 2026Seek-CAD: A Self-refined Generative Modeling for 3D Parametric CAD Using Local Inference via DeepSeek
- ICLR 2026Segment Any Events with Language
- ICLR 2026Selective Expert Guidance for Effective and Diverse Exploration in Reinforcement Learning of LLMs
- ICLR 2026Self-Evolving Vision-Language Models for Image Quality Assessment via Voting and Ranking
- ICLR 2026Self-Guided Low Light Object Detection Framework
- ICLR 2026Sharp Monocular View Synthesis in Less Than a Second
- ICLR 2026SHIELD: Suppressing Hallucinations In LVLM Encoders via Bias and Vulnerability Defense
- ICLR 2026Shop-R1: Rewarding LLMs to Simulate Human Behavior in Online Shopping via Reinforcement Learning
- ICLR 2026Should We Still Pretrain Encoders with Masked Language Modeling?
- ICLR 2026Shuffle-R1: Efficient RL framework for Multimodal Large Language Models via Data-centric Dynamic Shuffle
- ICLR 2026Signal Structure-Aware Gaussian Splatting for Large-Scale Scene Reconstruction
- ICLR 2026SiMO: Single-Modality-Operable Multimodal Collaborative Perception
- ICLR 2026SimULi: Real-Time LiDAR and Camera Simulation with Unscented Transforms
- ICLR 2026Small Drafts, Big Verdict: Information-Intensive Visual Reasoning via Speculation
- ICLR 2026SongEcho: Towards Cover Song Generation via Instance-Adaptive Element-wise Linear Modulation
- ICLR 2026SONIC: Spectral Oriented Neural Invariant Convolutions
- ICLR 2026SpaceControl: Introducing Test-Time Spatial Control to 3D Generative Modeling
- ICLR 2026Sparse Imagination for Efficient Visual World Model Planning
- ICLR 2026Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model
- ICLR 2026SpatialHand: Generative Object Manipulation from 3D Prespective
- ICLR 2026SpikePingpong: Spike Vision-based Fast-Slow Pingpong Robot System
- ICLR 2026SpikeStereoNet: A Brain-Inspired Framework for Stereo Depth Estimation from Spike Streams
- ICLR 2026Splat Feature Solver
- ICLR 2026Splat the Net: Radiance Fields with Splattable Neural Primitives
- ICLR 2026SPR$^2$Q: Static Priority-based Rectifier Routing Quantization for Image Super-Resolution
- ICLR 2026Spurious Correlation-Aware Embedding Regularization for Worst-Group Robustness
- ICLR 2026SPWOOD: Sparse Partial Weakly-Supervised Oriented Object Detection
- ICLR 2026SSD-GS: Scattering and Shadow Decomposition for Relightable 3D Gaussian Splatting
- ICLR 2026StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs
- ICLR 2026Stacked from One: Multi-Scale Self-Injection for Context Window Extension
- ICLR 2026STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer
- ICLR 2026Streaming Visual Geometry Transformer
- ICLR 2026StreamingVLM: Real-Time Understanding for Infinite Video Streams
- ICLR 2026StreamSplat: Towards Online Dynamic 3D Reconstruction from Uncalibrated Video Streams
- ICLR 2026Stylos: Multi-View 3D Stylization with Single-Forward Gaussian Splatting
- ICLR 2026SuperF: Neural Implicit Fields for Multi-Image Super-Resolution
- ICLR 2026Supervised Fine-Tuning or Contrastive Learning? Towards Better Multimodal LLM Reranking
- ICLR 2026SurfSplat: Conquering Feedforward 2D Gaussian Splatting with Surface Continuity Priors
- ICLR 2026TableMaster: A Recipe to Advance Table Understanding with Language Models
- ICLR 2026Taming Hierarchical Image Coding Optimization: A Spectral Regularization Perspective
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。