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 788 篇，第 9 / 16 页
- ICML 2026Sample Margin-Aware Recalibration of Temperature Scaling
- ICML 2026SAMT: Generating Structured Avatar Meshes and Textures from a Single Image
- ICML 2026Saving Foundation Flow-Matching Priors for Inverse Problems
- ICML 2026SAW-Bench: Learning Situated Awareness in the Real World
- ICML 2026SC$^{2}$-WM: A Self-Correcting World Model with Closed-Loop Feedback for Vision-and-Language Navigation in Continuous Environments
- ICML 2026Scalable and Differentiable Point-Cloud Registration Using Maximum Mean Discrepancy
- ICML 2026Scalable Event Cloud Network for Event-based Classification
- ICML 2026SCalDA: Semantics-Calibrated and Diffusion-Enhanced Data Augmentation
- ICML 2026ScaleErasure: Inference-Time Minimal Intervention for Precise Concept Erasure in Next-Scale Autoregressive Image Generation
- ICML 2026ScalingAR: Scaling Confidence for Autoregressive Image Generation
- ICML 2026SceneDirector: Bridging Explicit Geometry and Generative Priors for Unified Driving Scene Editing
- ICML 2026SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models
- ICML 2026SCoA: Revisiting Domain Generalized Object Detection with Style-Conditioned Adaptation
- ICML 2026SCOPE: Evolving Symbolic World for Planning in Open-Ended Environments
- ICML 2026ScoreMix: Synthetic Data Generation by Score Composition in Diffusion Models Improves Recognition
- ICML 2026SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience
- ICML 2026Seeing Symbols, Missing Structure: A Real-World Handwritten Mathematical Expression Recognition Benchmark for Large Models
- ICML 2026Seg-ReSearch: Segmentation with Interleaved Reasoning and External Search
- ICML 2026SegPVSG: Panoptic Video Scene Graph Generation via Temporal Focusing and Generative Augmentation
- ICML 2026Selecting Samples on Graphs: A Unified Dataset Pruning Framework for Lossless Training Acceleration
- ICML 2026Self-Prompting Diffusion Transformer for Open-Vocabulary Scene Text Edit via In-Context Learning
- ICML 2026Self-Soupervision: Cooking Model Soups without Labels
- ICML 2026SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging
- ICML 2026Semantic Impact–Driven Visual Scheduling in Vision-Language Models
- ICML 2026Semantic Robustness Certification for Vision-Language Models
- ICML 2026Semantic-Enriched Latent Visual Reasoning
- ICML 2026Semi-LAR: Semi-supervised Contrastive Learning with Linear Attention for Removal of Nighttime Flares
- ICML 2026SF-Mamba: Rethinking State Space Model for Vision
- ICML 2026SG2Loc: Sequential Visual Localization on 3D Scene Graphs
- ICML 2026SHERPA: Fine-tuning Segment Anything Models with Task-relevant Guidance
- ICML 2026Shifting the Breaking Point of Flow Matching for Multi-Instance Editing
- ICML 2026Show, Don't Tell: Morphing Latent Reasoning into Image Generation
- ICML 2026SIPO: Stabilized and Improved Preference Optimization for Aligning Diffusion Models
- ICML 2026SkelHCC: A Hyperbolic CLIP-Driven Cache Adaptation Framework for Skeleton-based One-Shot Action Recognition
- ICML 2026SLAP: The Semantic Least Action Principle for Variational Video-Language Modeling
- ICML 2026SLIP-RS: Structured-Attribute Language-Image Pre-Training for Remote Sensing Object Detection
- ICML 2026SMD: Multi-view Safety-Critical Driving Video Generation in the Real-world Domain
- ICML 2026Solving Spatial-Spectral Fusion with Latent Spectral Operators
- ICML 2026SpaCeFormer: Fast Proposal-Free Open-Vocabulary 3D Instance Segmentation
- ICML 2026SPADA: A Verifiable Test-Driven Agent for Controllable Parametric CAD Assembly Generation
- ICML 2026Spatial Priors via Space Filling Curves for Small and Limited Data Vision Transformers
- ICML 2026Spatially-Regularized Entropy for Discriminative Token Merging in Fine-Grained Re-Identification
- ICML 2026SpatialReward: Bridging the Perception Gap in Online RL for Image Editing via Explicit Spatial Reasoning
- ICML 2026Spectral Heat Flow for Conservative Token Condensation in Vision-Language Models
- ICML 2026Spectral-Progressive Thought Flow for Lightweight Multimodal Reasoning
- ICML 2026SpeedVFI: One-step Diffusion for Efficient Video Frame Interpolation
- ICML 2026SphericalDreamer: Generating Navigable Immersive 3D Worlds with Panorama Fusion
- ICML 2026Spike Camera Autofocus via Frequency-Domain Spectral-Centroid Migration
- ICML 2026Spiral RoPE: Rotate Your Rotary Positional Embeddings in the 2D Plane
- ICML 2026SplAttN: Bridging 2D and 3D with Gaussian Soft Splatting and Attention for Point Cloud Completion
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。