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 6 / 51 页
- 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
- ICLR 2026HierLoc: Hyperbolic Entity Embeddings for Hierarchical Visual Geolocation
- ICLR 2026Hilbert-Guided Sparse Local Attention
- ICLR 2026Histopathology-Genomics Multi-modal Structural Representation Learning for Data-Efficient Precision Oncology
- ICLR 2026HiTeA: Hierarchical Temporal Alignment for Training-Free Long-Video Temporal Grounding
- ICLR 2026How Well Does GPT-4o Understand Vision? Evaluating Multimodal Foundation Models on Standard Computer Vision Tasks
- ICLR 2026Human3R: Everyone Everywhere All at Once
- ICLR 2026HUMOF: Human Motion Forecasting in Interactive Social Scenes
- ICLR 2026Hyden: A Hybrid Dual-Path Encoder for Monocular Geometry of High-resolution Images
- ICLR 2026Hystar: Hypernetwork-driven Style-adaptive Retrieval via Dynamic SVD Modulation
- ICLR 2026Identity-Free Deferral For Unseen Experts
- ICLR 2026IGGT: Instance-Grounded Geometry Transformer for Semantic 3D Reconstruction
- ICLR 2026Imagine How To Change: Explicit Procedure Modeling for Change Captioning
- ICLR 2026Implicit 4D Gaussian Splatting for Fast Motion with Large Inter-Frame Displacements
- ICLR 2026Importance Sampling for Multi-Negative Multimodal Direct Preference Optimization
- ICLR 2026Improved Adversarial Diffusion Compression for Real-World Video Super-Resolution
- ICLR 2026Improving Attributed Long-form Question Answering with Intent Awareness
- ICLR 2026Improving Black-Box Generative Attacks via Generator Semantic Consistency
- ICLR 2026Improving Text-guided CAD Prototyping via Modality-Specific Tokenization
- ICLR 2026IncVGGT: Incremental VGGT for Memory-Bounded Long-Range 3D Reconstruction
- ICLR 2026Inducing Dyslexia in Vision Language Models
- ICLR 2026Inlier-Centric Post-Training Quantization for Object Detection Models
- ICLR 2026Instilling an Active Mind in Avatars via Cognitive Simulation
- ICLR 2026Interaction-aware Representation Modeling With Co-Occurrence Consistency for Egocentric Hand-Object Parsing
- ICLR 2026Into the Rabbit Hull: From Task-Relevant Concepts in DINO to Minkowski Geometry
- ICLR 2026Inverse Virtual Try-On: Generating Multi-Category Product-Style Images from Clothed Individuals
- ICLR 2026IVC-Prune: Revealing the Implicit Visual Coordinates in LVLMs for Vision Token Pruning
- ICLR 2026Johnson-Lindenstrauss Lemma Guided Network for Efficient 3D Medical Segmentation
- ICLR 2026Joint Optimization for 4D Human-Scene Reconstruction in the Wild
- ICLR 2026Judo: A Juxtaposed Domain-oriented Multimodal Reasoner for Industrial Anomaly QA
- ICLR 2026KernelFusion: Zero-Shot Blind Super-Resolution via Patch Diffusion
- ICLR 2026Knowing When to Quit: Probabilistic Early Exits for Speech Separation Networks
- ICLR 2026Knowledge Exchange with Confidence: Cost-Effective LLM Integration for Reliable and Efficient Visual Question Answering
- ICLR 2026KnowProxy: Adapting Large Language Models by Knowledge-guided Proxy
- ICLR 2026Language Agents for Hypothesis-driven Clinical Decision Making with Reinforcement Learning
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。