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 538 篇，第 4 / 11 页
- ICLR 2026ETGS: Explicit Thermodynamics Gaussian Splatting for Dynamic Thermal Reconstruction
- ICLR 2026EventFlash: Towards Efficient MLLMs for Event-Based Vision
- ICLR 2026EVLP: Learning Unified Embodied Vision-Language Planner with Reinforced Supervised Fine-Tuning
- ICLR 2026Evoking User Memory: Personalizing LLM via Recollection-Familiarity Adaptive Retrieval
- ICLR 2026Exploring Specular Reflection Inconsistency for Generalizable Face Forgery Detection
- ICLR 2026ExPO-HM: Learning to Explain-then-Detect for Hateful Meme Detection
- ICLR 2026Falcon: Fast Proximal Linearization of Normalized Cuts for Unsupervised Image Segmentation
- ICLR 2026FARI: Robust One-Step Inversion for Watermarking in Diffusion Models
- ICLR 2026FARTrack: Fast Autoregressive Visual Tracking with High Performance
- ICLR 2026FastAvatar: Towards Unified and Fast 3D Avatar Reconstruction with Large Gaussian Reconstruction Transformers
- ICLR 2026Faster Vision Transformers with Adaptive Patches
- ICLR 2026FASTer: Toward Powerful and Efficient Autoregressive Vision–Language–Action Models with Learnable Action Tokenizer and Block-wise Decoding
- ICLR 2026FastGHA: Generalized Few-Shot 3D Gaussian Head Avatars with Real-Time Animation
- ICLR 2026Features Emerge as Discrete States: The First Application of SAEs to 3D Representations
- ICLR 2026Feed-forward Human Performance Capture via Progressive Canonical Space Updates
- ICLR 2026FideDiff: Efficient Diffusion Model for High-Fidelity Image Motion Deblurring
- ICLR 2026FieryGS: In-the-Wild Fire Synthesis with Physics-Integrated Gaussian Splatting
- ICLR 2026Figma2Code: Automating Multimodal Design to Code in the Wild
- ICLR 2026FLARE: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding
- ICLR 2026Flash-Mono: Feed-Forward Accelerated Gaussian Splatting Monocular SLAM
- ICLR 2026Flatness Guided Test-Time Adaptation for Vision-Language Models
- ICLR 2026FOCUS: Efficient Keyframe Selection for Long Video Understanding
- ICLR 2026Follow-Your-Shape: Shape-Aware Image Editing via Trajectory-Guided Region Control
- ICLR 2026Fostering Video Reasoning via Next-Event Prediction
- ICLR 2026Foundation Visual Encoders Are Secretly Few-Shot Anomaly Detectors
- ICLR 2026Fractional-Order Spiking Neural Network
- ICLR 2026Fracture-GS: Dynamic Fracture Simulation with Physics-Integrated Gaussian Splatting
- ICLR 2026FreeAdapt: Unleashing Diffusion Priors for Ultra-High-Definition Image Restoration
- ICLR 2026From Pixels to Semantics: Unified Facial Action Representation Learning for Micro-Expression Analysis
- ICLR 2026From Pixels to Words -- Towards Native Vision-Language Primitives at Scale
- ICLR 2026From Sparse to Dense: Spatio-Temporal Fusion for Multi-View 3D Human Pose Estimation with DenseWarper
- ICLR 2026From Spatial to Actions: Grounding Vision-Language-Action Model in Spatial Foundation Priors
- ICLR 2026From Tokens to Nodes: Semantic-Guided Motion Control for Dynamic 3D Gaussian Splatting
- ICLR 2026From Utterance to Vividity: Training Expressive Subtitle Translation LLM via Adaptive Local Preference Optimization
- ICLR 2026FSOD-VFM: Few-Shot Object Detection with Vision Foundation Models and Graph Diffusion
- ICLR 2026FSPO: Few-Shot Optimization of Synthetic Preferences Effectively Personalizes to Real Users
- ICLR 2026Fused-Planes: Why Train a Thousand Tri-Planes When You Can Share?
- ICLR 2026Fusing Pixels and Genes: Spatially-Aware Learning in Computational Pathology
- ICLR 2026GaitSnippet: Gait Recognition Beyond Unordered Sets and Ordered Sequences
- ICLR 2026GenCape: Structure-Inductive Generative Modeling for Category-Agnostic Pose Estimation
- ICLR 2026GenDR: Lighten Generative Detail Restoration
- ICLR 2026GPS: Directed Acyclic Graph guided Proactive Information Seeking in Large Language Models
- ICLR 2026GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models
- ICLR 2026GRACE: Generative Representation Learning via Contrastive Policy Optimization
- ICLR 2026Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment
- ICLR 2026GuirlVG: Incentivize GUI Visual Grounding via Empirical Exploration on Reinforcement Learning
- ICLR 2026HATSolver: Learning Gröbner Bases with Hierarchical Attention Transformers
- ICLR 2026HBO: Hierarchical Balancing Optimization for Fine-Tuning Large Language Models
- ICLR 2026HDR-NSFF: High Dynamic Range Neural Scene Flow Fields
- ICLR 2026HiCache: A Plug-in Scaled-Hermite Upgrade for Taylor-Style Cache-then-Forecast Diffusion Acceleration
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。