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 7 / 16 页
- ICLR 2025Point Cluster: A Compact Message Unit for Communication-Efficient Collaborative Perception
- ICLR 2025Point-SAM: Promptable 3D Segmentation Model for Point Clouds
- ICLR 2025Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
- ICLR 2025Predicate Hierarchies Improve Few-Shot State Classification
- ICLR 2025Prompt as Knowledge Bank: Boost Vision-language model via Structural Representation for zero-shot medical detection
- ICLR 2025Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models
- ICLR 2025Proximal Mapping Loss: Understanding Loss Functions in Crowd Counting & Localization
- ICLR 2025R2Det: Exploring Relaxed Rotation Equivariance in 2D Object Detection
- ICLR 2025RandLoRA: Full rank parameter-efficient fine-tuning of large models
- ICLR 2025Random Is All You Need: Random Noise Injection on Feature Statistics for Generalizable Deep Image Denoising
- ICLR 2025Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data
- ICLR 2025Reducing Hallucinations in Large Vision-Language Models via Latent Space Steering
- ICLR 2025Refine-by-Align: Reference-Guided Artifacts Refinement through Semantic Alignment
- ICLR 2025Reflective Gaussian Splatting
- ICLR 2025Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
- ICLR 2025RelitLRM: Generative Relightable Radiance for Large Reconstruction Models
- ICLR 2025RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
- ICLR 2025RESfM: Robust Deep Equivariant Structure from Motion
- ICLR 2025Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off
- ICLR 2025Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
- ICLR 2025Retri3D: 3D Neural Graphics Representation Retrieval
- ICLR 2025Reveal Object in Lensless Photography via Region Gaze and Amplification
- ICLR 2025Revisit the Open Nature of Open Vocabulary Semantic Segmentation
- ICLR 2025RFMamba: Frequency-Aware State Space Model for RF-Based Human-Centric Perception
- ICLR 2025RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything
- ICLR 2025RobuRCDet: Enhancing Robustness of Radar-Camera Fusion in Bird's Eye View for 3D Object Detection
- ICLR 2025Robust-PIFu: Robust Pixel-aligned Implicit Function for 3D Human Digitalization from a Single Image
- ICLR 2025RocketEval: Efficient automated LLM evaluation via grading checklist
- ICLR 2025Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models
- ICLR 2025SAM 2: Segment Anything in Images and Videos
- ICLR 2025Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking
- ICLR 2025SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement
- ICLR 2025Scale-aware Recognition in Satellite Images under Resource Constraints
- ICLR 2025SCBench: A KV Cache-Centric Analysis of Long-Context Methods
- ICLR 2025See What You Are Told: Visual Attention Sink in Large Multimodal Models
- ICLR 2025Segment Any 3D Object with Language
- ICLR 2025Self-supervised Monocular Depth Estimation Robust to Reflective Surface Leveraged by Triplet Mining
- ICLR 2025Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors
- ICLR 2025Semi-Parametric Retrieval via Binary Bag-of-Tokens Index
- ICLR 2025Semi-Supervised Vision-Centric 3D Occupancy World Model for Autonomous Driving
- ICLR 2025Sensor-Invariant Tactile Representation
- ICLR 2025SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
- ICLR 2025SiMHand: Mining Similar Hands for Large-Scale 3D Hand Pose Pre-training
- ICLR 2025SimulPL: Aligning Human Preferences in Simultaneous Machine Translation
- ICLR 2025Sketch2Diagram: Generating Vector Diagrams from Hand-Drawn Sketches
- ICLR 2025Small Models are LLM Knowledge Triggers for Medical Tabular Prediction
- ICLR 2025SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches
- ICLR 2025Sort-free Gaussian Splatting via Weighted Sum Rendering
- ICLR 2025Sparse components distinguish visual pathways & their alignment to neural networks
- ICLR 2025Sparse Learning for State Space Models on Mobile
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。