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 1,326 篇，第 12 / 27 页
- ICLR 2026Uncertainty Matters in Dynamic Gaussian Splatting for Monocular 4D Reconstruction
- ICLR 2026Uncertainty-Aware Gaussian Map for Vision-Language Navigation
- ICLR 2026Understanding Dataset Distillation via Spectral Filtering
- ICLR 2026Uni-NTFM: A Unified Foundation Model for EEG Signal Representation Learning
- ICLR 2026Unified Vision–Language Modeling via Concept Space Alignment
- ICLR 2026Unifying Diffusion and Autoregression for Generalizable Vision-Language-Action Model
- ICLR 2026UniHand: A Unified Model for Diverse Controlled 4D Hand Motion Modeling
- ICLR 2026UniHM: Unified Dexterous Hand Manipulation with Vision Language Model
- ICLR 2026UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity
- ICLR 2026UniSplat: Unified Spatio-Temporal Fusion via 3D Latent Scaffolds for Dynamic Driving Scene Reconstruction
- ICLR 2026UniSS: Unified Expressive Speech-to-Speech Translation with Your Voice
- ICLR 2026UNITE: Universal kNowledge Integration from Task-specific Experts
- ICLR 2026Unleashing Guidance Without Classifiers for Human-Object Interaction Animation
- ICLR 2026Unlocking the Essence of Beauty: Advanced Aesthetic Reasoning with Relative-Absolute Policy Optimization
- ICLR 2026Urban Socio-Semantic Segmentation with Vision-Language Reasoning
- ICLR 2026Variation-aware Flexible 3D Gaussian Editing
- ICLR 2026Verifier-free Test-Time Sampling for Vision Language Action Models
- ICLR 2026VeriRole: Verifiable Role-Awareness through Hint-Guided Reinforcement Learning
- ICLR 2026Veritas: Generalizable Deepfake Detection via Pattern-Aware Reasoning
- ICLR 2026VGR: Visual Grounded Reasoning
- ICLR 2026VideoAgentTrek: Computer-Use Pretraining from Unlabeled Videos
- ICLR 2026VideoNSA: Native Sparse Attention Scales Video Understanding
- ICLR 2026villa-X: Enhancing Latent Action Modeling in Vision-Language-Action Models
- ICLR 2026ViMo: A Generative Visual GUI World Model for App Agents
- ICLR 2026ViPER: Empowering the Self-Evolution of Visual Perception Abilities in Vision-Language Models
- ICLR 2026Vision-Language-Action Instruction Tuning: From Understanding to Manipulation
- ICLR 2026VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration
- ICLR 2026Visual Prompt-Agnostic Evolution
- ICLR 2026Visual Self-Refine: A Pixel-Guided Paradigm for Accurate Chart Parsing
- ICLR 2026VisualPRM400K: An Effective Dataset for Training Multimodal Process Reward Models
- ICLR 2026VisuRiddles: Fine-grained Perception is a Primary Bottleneck for Multimodal Large Language Models in Abstract Visual Reasoning
- ICLR 2026ViTSP: A Vision Language Models Guided Framework for Large-Scale Traveling Salesman Problems
- ICLR 2026Vlaser: Vision-Language-Action Model with Synergistic Embodied Reasoning
- ICLR 2026VLBiMan: Vision-Language Anchored One-Shot Demonstration Enables Generalizable Bimanual Robotic Manipulation
- ICLR 2026VLM4VLA: Revisiting Vision-Language-Models in Vision-Language-Action Models
- ICLR 2026VLMgineer: Vision-Language Models as Robotic Toolsmiths
- ICLR 2026WAFT: Warping-Alone Field Transforms for Optical Flow
- ICLR 2026WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization
- ICLR 2026WebWatcher: Breaking New Frontiers of Vision-Language Deep Research Agent
- ICLR 2026WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research
- ICLR 2026What Happens Next? Anticipating Future Motion by Generating Point Trajectories
- ICLR 2026When MLLMs Meets Compression Distortion: A Coding Paradigm Tailored to MLLMs
- ICLR 2026When would Vision-Proprioception Policies Fail in Robotic Manipulation?
- ICLR 2026Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning
- ICLR 2026WIMFRIS: WIndow Mamba Fusion and Parameter Efficient Tuning for Referring Image Segmentation
- ICLR 2026WinT3R: Window-Based Streaming Reconstruction with Camera Token Pool
- ICLR 2026World2Minecraft: Occupancy-Driven simulated scenes Construction
- ICLR 2026WorldTree: Towards 4D Dynamic Worlds from Monocular Video using Tree-Chains
- ICLR 2026WOW-Seg: A Word-free Open World Segmentation Model
- ICLR 2026X-VLA: Soft-Prompted Transformer as Scalable Cross-Embodiment Vision-Language-Action Model
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。