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 246 篇，第 4 / 5 页
- CVPR 2024Event-based Structure-from-Orbit
- CVPR 2024Finsler-Laplace-Beltrami Operators with Application to Shape Analysis
- CVPR 2024Fitting Flats to Flats
- CVPR 2024Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks
- CVPR 2024Fooling Polarization-Based Vision using Locally Controllable Polarizing Projection
- CVPR 2024Fun with Flags: Robust Principal Directions via Flag Manifolds
- CVPR 2024GeoChat: Grounded Large Vision-Language Model for Remote Sensing
- CVPR 2024GLID: Pre-training a Generalist Encoder-Decoder Vision Model
- CVPR 2024GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs
- CVPR 2024Grounding Everything: Emerging Localization Properties in Vision-Language Transformers
- CVPR 2024HEAL-SWIN: A Vision Transformer On The Sphere
- CVPR 2024Hearing Anything Anywhere
- CVPR 2024Improved Implicit Neural Representation with Fourier Reparameterized Training
- CVPR 2024InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
- CVPR 2024Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning
- CVPR 2024Low-Resource Vision Challenges for Foundation Models
- CVPR 2024MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer
- CVPR 2024Making Vision Transformers Truly Shift-Equivariant
- CVPR 2024Mean-Shift Feature Transformer
- CVPR 2024MESA: Matching Everything by Segmenting Anything
- CVPR 2024Minimal Perspective Autocalibration
- CVPR 2024Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use
- CVPR 2024MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric
- CVPR 2024MR-VNet: Media Restoration using Volterra Networks
- CVPR 2024Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers
- CVPR 2024NeRF Director: Revisiting View Selection in Neural Volume Rendering
- CVPR 2024Neural Implicit Morphing of Face Images
- CVPR 2024Noisy One-point Homographies are Surprisingly Good
- CVPR 2024Non-autoregressive Sequence-to-Sequence Vision-Language Models
- CVPR 2024On the Test-Time Zero-Shot Generalization of Vision-Language Models: Do We Really Need Prompt Learning?
- CVPR 2024OOSTraj: Out-of-Sight Trajectory Prediction With Vision-Positioning Denoising
- CVPR 2024PaSCo: Urban 3D Panoptic Scene Completion with Uncertainty Awareness
- CVPR 2024PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs
- CVPR 2024Projecting Trackable Thermal Patterns for Dynamic Computer Vision
- CVPR 2024ProMotion: Prototypes As Motion Learners
- CVPR 2024Prompt Learning via Meta-Regularization
- CVPR 2024Random Entangled Tokens for Adversarially Robust Vision Transformer
- CVPR 2024RMT: Retentive Networks Meet Vision Transformers
- CVPR 2024Robust Self-calibration of Focal Lengths from the Fundamental Matrix
- CVPR 2024Scalable 3D Registration via Truncated Entry-wise Absolute Residuals
- CVPR 2024SignGraph: A Sign Sequence is Worth Graphs of Nodes
- CVPR 2024Single View Refractive Index Tomography with Neural Fields
- CVPR 2024SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities
- CVPR 2024Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training
- CVPR 2024The Neglected Tails in Vision-Language Models
- CVPR 2024Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer
- CVPR 2024Total-Decom: Decomposed 3D Scene Reconstruction with Minimal Interaction
- CVPR 2024Towards Better Vision-Inspired Vision-Language Models
- CVPR 2024Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary
- CVPR 2024VCoder: Versatile Vision Encoders for Multimodal Large Language Models
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。