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 772 篇，第 12 / 16 页
- ICML 2025Predicting High-precision Depth on Low-Precision Devices Using 2D Hilbert Curves
- ICML 2025Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models
- ICML 2025Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes
- ICML 2025Probing Visual Language Priors in VLMs
- ICML 2025RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
- ICML 2025ReferSplat: Referring Segmentation in 3D Gaussian Splatting
- ICML 2025ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding
- ICML 2025ReFrame: Layer Caching for Accelerated Inference in Real-Time Rendering
- ICML 2025Rethinking Score Distilling Sampling for 3D Editing and Generation
- ICML 2025Robust Secure Swap: Responsible Face Swap With Persons of Interest Redaction and Provenance Traceability
- ICML 2025RUN: Reversible Unfolding Network for Concealed Object Segmentation
- ICML 2025S2-Track: A Simple yet Strong Approach for End-to-End 3D Multi-Object Tracking
- ICML 2025SafeMap: Robust HD Map Construction from Incomplete Observations
- ICML 2025Scaling Large Motion Models with Million-Level Human Motions
- ICML 2025Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More
- ICML 2025SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding
- ICML 2025Segment Anyword: Mask Prompt Inversion for Open-Set Grounded Segmentation
- ICML 2025Self-Organizing Visual Prototypes for Non-Parametric Representation Learning
- ICML 2025Semantics-aware Test-time Adaptation for 3D Human Pose Estimation
- ICML 2025Semi-Supervised Blind Quality Assessment with Confidence-quantifiable Pseudo-label Learning for Authentic Images
- ICML 2025Separating Knowledge and Perception with Procedural Data
- ICML 2025SITCOM: Step-wise Triple-Consistent Diffusion Sampling For Inverse Problems
- ICML 2025Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences
- ICML 2025SSHR: More Secure Generative Steganography with High-Quality Revealed Secret Images
- ICML 2025Steerable Transformers for Volumetric Data
- ICML 2025Subobject-level Image Tokenization
- ICML 2025Symmetry-Robust 3D Orientation Estimation
- ICML 2025Tackling View-Dependent Semantics in 3D Language Gaussian Splatting
- ICML 2025Taming Rectified Flow for Inversion and Editing
- ICML 2025Task-Gated Multi-Expert Collaboration Network for Degraded Multi-Modal Image Fusion
- ICML 2025Temporal Misalignment in ANN-SNN Conversion and its Mitigation via Probabilistic Spiking Neurons
- ICML 2025Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models
- ICML 2025Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
- ICML 2025TextCenGen: Attention-Guided Text-Centric Background Adaptation for Text-to-Image Generation
- ICML 2025The Four Color Theorem for Cell Instance Segmentation
- ICML 2025Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage
- ICML 2025Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation
- ICML 2025TUMTraf VideoQA: Dataset and Benchmark for Unified Spatio-Temporal Video Understanding in Traffic Scenes
- ICML 2025Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion
- ICML 2025UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model
- ICML 2025Understanding Complexity in VideoQA via Visual Program Generation
- ICML 2025Unifying 2D and 3D Vision-Language Understanding
- ICML 2025Unifying Specialized Visual Encoders for Video Language Models
- ICML 2025UniMC: Taming Diffusion Transformer for Unified Keypoint-Guided Multi-Class Image Generation
- ICML 2025Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection
- ICML 2025Unlocking the Power of SAM 2 for Few-Shot Segmentation
- ICML 2025VideoRoPE: What Makes for Good Video Rotary Position Embedding?
- ICML 2025VIP: Vision Instructed Pre-training for Robotic Manipulation
- ICML 2025Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval
- ICML 2025Visual Autoregressive Modeling for Image Super-Resolution
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。