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 2,538 篇,第 41 / 51 页
- NeurIPS 2025GSPN-2: Efficient Parallel Sequence Modeling
- NeurIPS 2025HAIF-GS: Hierarchical and Induced Flow-Guided Gaussian Splatting for Dynamic Scene
- NeurIPS 2025Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization
- NeurIPS 2025HAODiff: Human-Aware One-Step Diffusion via Dual-Prompt Guidance
- NeurIPS 2025Hawaii: Hierarchical Visual Knowledge Transfer for Efficient Vision-Language Models
- NeurIPS 2025High Dynamic Range Imaging with Time-Encoding Spike Camera
- NeurIPS 2025HMVLM:Human Motion-Vision-Language Model via MoE LoRA
- NeurIPS 2025HoloScene: Simulation‑Ready Interactive 3D Worlds from a Single Video
- NeurIPS 2025IBGS: Image-Based Gaussian Splatting
- NeurIPS 2025InFlux: A Benchmark for Self-Calibration of Dynamic Intrinsics of Video Cameras
- NeurIPS 2025Instance-Level Composed Image Retrieval
- NeurIPS 2025Instant Video Models: Universal Adapters for Stabilizing Image-Based Networks
- NeurIPS 2025InstructSAM: A Training-free Framework for Instruction-Oriented Remote Sensing Object Recognition
- NeurIPS 2025Interactive Anomaly Detection for Articulated Objects via Motion Anticipation
- NeurIPS 2025InternScenes: A Large-scale Simulatable Indoor Scene Dataset with Realistic Layouts
- NeurIPS 2025Intervene-All-Paths: Unified Mitigation of LVLM Hallucinations across Alignment Formats
- NeurIPS 2025IPFormer: Visual 3D Panoptic Scene Completion with Context-Adaptive Instance Proposals
- NeurIPS 2025IRRISIGHT: A Large-Scale Multimodal Dataset and Scalable Pipeline to Address Irrigation and Water Management in Agriculture
- NeurIPS 2025JAFAR: Jack up Any Feature at Any Resolution
- NeurIPS 2025Leaving No OOD Instance Behind: Instance-Level OOD Fine-Tuning for Anomaly Segmentation
- NeurIPS 2025LookWhere? Efficient Visual Recognition by Learning Where to Look and What to See from Self-Supervision
- NeurIPS 2025LuxDiT: Lighting Estimation with Video Diffusion Transformer
- NeurIPS 2025LVLM-Driven Attribute-Aware Modeling for Visible-Infrared Person Re-Identification
- NeurIPS 2025Manipulating Feature Visualizations with Gradient Slingshots
- NeurIPS 2025Merlin L48 Spectrogram Dataset
- NeurIPS 2025MiCADangelo: Fine-Grained Reconstruction of Constrained CAD Models from 3D Scans
- NeurIPS 2025Miss-ReID: Delivering Robust Multi-Modality Object Re-Identification Despite Missing Modalities
- NeurIPS 2025MM-OPERA: Benchmarking Open-ended Association Reasoning for Large Vision-Language Models
- NeurIPS 2025MoGe-2: Accurate Monocular Geometry with Metric Scale and Sharp Details
- NeurIPS 2025MolVision: Molecular Property Prediction with Vision Language Models
- NeurIPS 2025More effort is needed to protect pedestrian privacy in the era of AI
- NeurIPS 2025Native Segmentation Vision Transformers
- NeurIPS 2025NAUTILUS: A Large Multimodal Model for Underwater Scene Understanding
- NeurIPS 2025NerfBaselines: Consistent and Reproducible Evaluation of Novel View Synthesis Methods
- NeurIPS 2025OCTDiff: Bridged Diffusion Model for Portable OCT Super-Resolution and Enhancement
- NeurIPS 2025One Token per Highly Selective Frame: Towards Extreme Compression for Long Video Understanding
- NeurIPS 2025Optimize the Unseen - Fast NeRF Cleanup with Free Space Prior
- NeurIPS 2025Orientation Matters: Making 3D Generative Models Orientation-Aligned
- NeurIPS 2025OrthoLoC: UAV 6-DoF Localization and Calibration Using Orthographic Geodata
- NeurIPS 2025PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding
- NeurIPS 2025PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding
- NeurIPS 2025PlanarGS: High-Fidelity Indoor 3D Gaussian Splatting Guided by Vision-Language Planar Priors
- NeurIPS 2025Polyline Path Masked Attention for Vision Transformer
- NeurIPS 2025PolyPose: Deformable 2D/3D Registration via Polyrigid Transformations
- NeurIPS 2025PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation
- NeurIPS 2025Projective Equivariant Networks via Second-order Fundamental Differential Invariants
- NeurIPS 2025Promptable 3-D Object Localization with Latent Diffusion Models
- NeurIPS 2025Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models
- NeurIPS 2025Quantum Doubly Stochastic Transformers
- NeurIPS 2025Rare Text Semantics Were Always There in Your Diffusion Transformer
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。