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 14 / 21 页
- ICLR 2025Gaussian Splatting Lucas-Kanade
- ICLR 2025Gaussian-Based Instance-Adaptive Intensity Modeling for Point-Supervised Facial Expression Spotting
- ICLR 2025Gaussian-Det: Learning Closed-Surface Gaussians for 3D Object Detection
- ICLR 2025GenDataAgent: On-the-fly Dataset Augmentation with Synthetic Data
- ICLR 2025Generalized Video Moment Retrieval
- ICLR 2025Generation and Comprehension Hand-in-Hand: Vision-guided Expression Diffusion for Boosting Referring Expression Generation and Comprehension
- ICLR 2025Generative Inbetweening: Adapting Image-to-Video Models for Keyframe Interpolation
- ICLR 2025GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling
- ICLR 2025GI-GS: Global Illumination Decomposition on Gaussian Splatting for Inverse Rendering
- ICLR 2025GLOMA: Global Video Text Spotting with Morphological Association
- ICLR 2025Graph-Guided Scene Reconstruction from Images with 3D Gaussian Splatting
- ICLR 2025Grounding Multimodal Large Language Model in GUI World
- ICLR 2025GS-CPR: Efficient Camera Pose Refinement via 3D Gaussian Splatting
- ICLR 2025GS-LiDAR: Generating Realistic LiDAR Point Clouds with Panoramic Gaussian Splatting
- ICLR 2025GSE: Group-wise Sparse and Explainable Adversarial Attacks
- ICLR 2025HAINAN: Fast and Accurate Transducer for Hybrid-Autoregressive ASR
- ICLR 2025High-dimension Prototype is a Better Incremental Object Detection Learner
- ICLR 2025High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation
- ICLR 2025High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity
- ICLR 2025HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
- ICLR 2025How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings
- ICLR 2025HQGS: High-Quality Novel View Synthesis with Gaussian Splatting in Degraded Scenes
- ICLR 2025IDA-VLM: Towards Movie Understanding via ID-Aware Large Vision-Language Model
- ICLR 2025IDInit: A Universal and Stable Initialization Method for Neural Network Training
- ICLR 2025ImagineNav: Prompting Vision-Language Models as Embodied Navigator through Scene Imagination
- ICLR 2025IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning
- ICLR 2025ImDy: Human Inverse Dynamics from Imitated Observations
- ICLR 2025Implicit Neural Surface Deformation with Explicit Velocity Fields
- ICLR 2025Improving Language Model Distillation through Hidden State Matching
- ICLR 2025Improving Unsupervised Constituency Parsing via Maximizing Semantic Information
- ICLR 2025Influence-Guided Diffusion for Dataset Distillation
- ICLR 2025InfoGS: Efficient Structure-Aware 3D Gaussians via Lightweight Information Shaping
- ICLR 2025InstaRevive: One-Step Image Enhancement via Dynamic Score Matching
- ICLR 2025Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology
- ICLR 2025Inverse Rendering using Multi-Bounce Path Tracing and Reservoir Sampling
- ICLR 2025Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
- ICLR 2025Is Your Video Language Model a Reliable Judge?
- ICLR 2025Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity
- ICLR 2025Knowing Your Target: Target-Aware Transformer Makes Better Spatio-Temporal Video Grounding
- ICLR 2025Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution
- ICLR 2025L-WISE: Boosting Human Visual Category Learning Through Model-Based Image Selection and Enhancement
- ICLR 2025Language-Assisted Feature Transformation for Anomaly Detection
- ICLR 2025Large-scale and Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding
- ICLR 2025Latent Radiance Fields with 3D-aware 2D Representations
- ICLR 2025Learn-by-interact: A Data-Centric Framework For Self-Adaptive Agents in Realistic Environments
- ICLR 2025Learning 3D Perception from Others' Predictions
- ICLR 2025Learning Clustering-based Prototypes for Compositional Zero-Shot Learning
- ICLR 2025Learning Evolving Tools for Large Language Models
- ICLR 2025Learning Fine-Grained Representations through Textual Token Disentanglement in Composed Video Retrieval
- ICLR 2025Learning Gain Map for Inverse Tone Mapping
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。