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 28 / 51 页
- CVPR 2025FastVLM: Efficient Vision Encoding for Vision Language Models
- CVPR 2025From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport
- CVPR 2025Geometry Field Splatting with Gaussian Surfels
- CVPR 2025Gromov-Wasserstein Problem with Cyclic Symmetry
- CVPR 2025HalLoc: Token-level Localization of Hallucinations for Vision Language Models
- CVPR 2025HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models
- CVPR 2025HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding
- CVPR 2025Hypergraph Vision Transformers: Images are More than Nodes, More than Edges
- CVPR 2025It's a (Blind) Match! Towards Vision-Language Correspondence without Parallel Data
- CVPR 2025LaVin-DiT: Large Vision Diffusion Transformer
- CVPR 2025Learning Occlusion-Robust Vision Transformers for Real-Time UAV Tracking
- CVPR 2025LSNet: See Large, Focus Small
- CVPR 2025MambaVision: A Hybrid Mamba-Transformer Vision Backbone
- CVPR 2025MambaVLT: Time-Evolving Multimodal State Space Model for Vision-Language Tracking
- CVPR 2025MATCHA: Towards Matching Anything
- CVPR 2025MBQ: Modality-Balanced Quantization for Large Vision-Language Models
- CVPR 2025NLPrompt: Noise-Label Prompt Learning for Vision-Language Models
- CVPR 2025NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery
- CVPR 2025NTClick: Achieving Precise Interactive Segmentation With Noise-tolerant Clicks
- CVPR 2025Olympus: A Universal Task Router for Computer Vision Tasks
- CVPR 2025PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models
- CVPR 2025Preconditioners for the Stochastic Training of Neural Fields
- CVPR 2025Probing the Mid-level Vision Capabilities of Self-Supervised Learning
- CVPR 2025ResCLIP: Residual Attention for Training-free Dense Vision-language Inference
- CVPR 2025ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos
- CVPR 2025Seeing More with Less: Human-like Representations in Vision Models
- CVPR 2025Seeing the Abstract: Translating the Abstract Language for Vision Language Models
- CVPR 2025Self-Evolving Visual Concept Library using Vision-Language Critics
- CVPR 2025Shape Abstraction via Marching Differentiable Support Functions
- CVPR 2025SmartCLIP: Modular Vision-language Alignment with Identification Guarantees
- CVPR 2025STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection
- CVPR 2025Stop Walking in Circles! Bailing Out Early in Projected Gradient Descent
- CVPR 2025Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment
- CVPR 2025Time of the Flight of the Gaussians: Optimizing Depth Indirectly in Dynamic Radiance Fields
- CVPR 2025Towards Understanding How Knowledge Evolves in Large Vision-Language Models
- CVPR 2025Transformers without Normalization
- CVPR 2025VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
- CVPR 2025Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks
- CVPR 2025Vision-Language Model IP Protection via Prompt-based Learning
- CVPR 2025Vision-Language Models Do Not Understand Negation
- CVPR 2025VisionZip: Longer is Better but Not Necessary in Vision Language Models
- CVPR 2025VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models
- CVPR 2025VoCo-LLaMA: Towards Vision Compression with Large Language Models
- CVPR 2025Your Scale Factors are My Weapon: Targeted Bit-Flip Attacks on Vision Transformers via Scale Factor Manipulation
- ICLR 2025$\gamma-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
- ICLR 20253D StreetUnveiler with Semantic-aware 2DGS - a simple baseline
- ICLR 20253D Vision-Language Gaussian Splatting
- ICLR 20253D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
- ICLR 20253DitScene: Editing Any Scene via Language-guided Disentangled Gaussian Splatting
- ICLR 20256D Object Pose Tracking in Internet Videos for Robotic Manipulation
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。