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 9 / 16 页
- ICLR 2025Wayward Concepts In Multimodal Models
- ICLR 2025Weakly-Supervised Affordance Grounding Guided by Part-Level Semantic Priors
- ICLR 2025What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits
- ICLR 2025What Matters When Repurposing Diffusion Models for General Dense Perception Tasks?
- ICLR 2025X-NeMo: Expressive Neural Motion Reenactment via Disentangled Latent Attention
- ICLR 2025ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models
- ICML 20253D Question Answering via only 2D Vision-Language Models
- ICML 20253D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors
- ICML 2025A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators
- ICML 2025Action Dubber: Timing Audible Actions via Inflectional Flow
- ICML 2025Adaptive Multi-prompt Contrastive Network for Few-shot Out-of-distribution Detection
- ICML 2025Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation
- ICML 2025ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization
- ICML 2025AGAV-Rater: Adapting Large Multimodal Model for AI-Generated Audio-Visual Quality Assessment
- ICML 2025Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
- ICML 2025An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs' Sentimental Perception Capability
- ICML 2025Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models
- ICML 2025Are High-Quality AI-Generated Images More Difficult for Models to Detect?
- ICML 2025Asymmetric Decision-Making in Online Knowledge Distillation: Unifying Consensus and Divergence
- ICML 2025Attributes Shape the Embedding Space of Face Recognition Models
- ICML 2025Balanced Learning for Domain Adaptive Semantic Segmentation
- ICML 2025Balancing Preservation and Modification: A Region and Semantic Aware Metric for Instruction-Based Image Editing
- ICML 2025BAME: Block-Aware Mask Evolution for Efficient N:M Sparse Training
- ICML 2025Better to Teach than to Give: Domain Generalized Semantic Segmentation via Agent Queries with Diffusion Model Guidance
- ICML 2025Beyond Confidence: Exploiting Homogeneous Pattern for Semi-Supervised Semantic Segmentation
- ICML 2025Beyond Cropped Regions: New Benchmark and Corresponding Baseline for Chinese Scene Text Retrieval in Diverse Layouts
- ICML 2025Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation
- ICML 2025Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning
- ICML 2025BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution
- ICML 2025Boosting Adversarial Robustness with CLAT: Criticality Leveraged Adversarial Training
- ICML 2025Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark
- ICML 2025Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing
- ICML 2025CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
- ICML 2025Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention
- ICML 2025CoCoA-Mix: Confusion-and-Confidence-Aware Mixture Model for Context Optimization
- ICML 2025Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation
- ICML 2025Componential Prompt-Knowledge Alignment for Domain Incremental Learning
- ICML 2025ConText: Driving In-context Learning for Text Removal and Segmentation
- ICML 2025Continual Generalized Category Discovery: Learning and Forgetting from a Bayesian Perspective
- ICML 2025Contour Integration Underlies Human-Like Vision
- ICML 2025Contrastive Visual Data Augmentation
- ICML 2025Control and Realism: Best of Both Worlds in Layout-to-Image without Training
- ICML 2025CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering
- ICML 2025Cradle: Empowering Foundation Agents towards General Computer Control
- ICML 2025CSV-Occ: Fusing Multi-frame Alignment for Occupancy Prediction with Temporal Cross State Space Model and Central Voting Mechanism
- ICML 2025CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep Uncertainty
- ICML 2025DAMA: Data- and Model-aware Alignment of Multi-modal LLMs
- ICML 2025David and Goliath: Small One-step Model Beats Large Diffusion with Score Post-training
- ICML 2025DCBM: Data-Efficient Visual Concept Bottleneck Models
- ICML 2025Decomposition of Graphic Design with Unified Multimodal Model
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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。
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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。