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 554 篇，第 8 / 12 页
- ICML 2026PointCHR: Point Cloud Analysis via Curvature-Aware Hyperbolic Rectification
- ICML 2026PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation
- ICML 2026PolarDepth: Monocular Transparent Object Depth from Polar-Physics Priors
- ICML 2026Preference-Enhanced Reinforcement Learning for Pluralistic Image Inpainting
- ICML 2026PRISM: Learning Realistic Depth via Physics-Grounded Noise Disentanglement with Semantic-Geometric Collaboration
- ICML 2026PRISM: Training-Free Video Anomaly Detection via Intrinsic Statistical Modeling
- ICML 2026Probabilistic Salient Object Ranking
- ICML 2026PromptPilot: Game-Theoretic Multi-Agent Prompt Optimization for Segment Anything
- ICML 2026PSBench: Editing Image via GUI Agents in Photoshop
- ICML 2026PVDepth: Panoramic Video Depth Estimation via Geometry-Aware Spatiotemporal Adaptation
- ICML 2026PyVision-RL: Forging Open Agentic Vision Models via RL
- ICML 2026Q-CLIP: Unleashing the Power of Vision-Language Models for Video Quality Assessment through Unified Cross-Modal Adaptation
- ICML 2026Q-DiT4SR: Exploration of Detail-Preserving Diffusion Transformer Quantization for Real-World Image Super-Resolution
- ICML 2026QuantWear: Quantum-scale Wear Particle Detection for Jet Engine Diagnosis
- ICML 2026QuArch: A Benchmark for Evaluating LLM Reasoning in Computer Architecture
- ICML 2026R$^3$L: Reasoning 3D Layouts from Relative Spatial Relations
- ICML 2026RA-Det: Towards Universal Detection of AI-Generated Images via Robustness Asymmetry
- ICML 2026Radial Scaling Voxelization for Accurate Small Object 3D Detection
- ICML 2026RADIO1D: Elastic Representations for Condensed Vision Modeling
- ICML 2026Rays as Pixels: Learning A Joint Distribution of Video and Camera Trajectories
- ICML 2026Real-Time Visual Attribution Streaming in Thinking Model
- ICML 2026RealisMotion: Decomposed Human Motion Control and Video Generation in the World Space
- ICML 2026Reason with Thumbnails, Answer with Focus: An Efficient and Effective Paradigm for Multimodal Grounded Visual Reasoning
- ICML 2026Reason, Then Re-reason: Cross-view Revisiting Improves Spatial Reasoning
- ICML 2026RefChess: Training-Free Contextual Search for Zero-Shot Referring Image Segmentation
- ICML 2026Referring Multiple Regions with Large Multimodal Models via Contextual Latent Steering
- ICML 2026Refining Context-Entangled Content Segmentation via Curriculum Selection and Anti-Curriculum Promotion
- ICML 2026ReflFlow: Learning Geometry-Guided Ray Tracing for Dynamic Specular Reconstruction
- ICML 2026RelaxFlow: Text-Driven Amodal 3D Generation
- ICML 2026RELO: Reinforcement Learning to Localize for Visual Object Tracking
- ICML 2026Required Spine Optional Limbs: Heterogeneous Federated Learning via Backbone-sharing and Activation-guided Selection
- ICML 2026Resolution as a Direction: Vector-Panning Feature Alignment for Cross-Resolution Re-Identification
- ICML 2026Resolving Blind Inverse Problems under Dynamic Range Compression via Structured Forward Operator Modeling
- ICML 2026REST: Diffusion-based Real-time End-to-end Streaming Talking Head Generation via ID-Context Caching and Asynchronous Streaming Distillation
- ICML 2026Rethinking Calibration for Early-Exit Neural Networks
- ICML 2026Rethinking Depth Pruning for Vision Transformers: A Heterogeneity-Aware Perspective
- ICML 2026Rethinking Human Intent-to-CAD: Parametric CAD Model Generation via Cooperative Multi-Task Alignment and Spatial-Aware Reinforcement Learning
- ICML 2026Rethinking Low-Confidence Pseudo Labels: Influence-Aware Semi-Supervised Fine-Tuning for Hyperspectral Change Detection
- ICML 2026Rethinking Serialization in Linear 3D Vision: Decoupling Anisotropic Geometry from Isotropic Semantics
- ICML 2026Rethinking Video Generation Model for the Embodied World
- ICML 2026Revisiting Coding-Based Approaches to Overcome the Curse of Dimensionality in Learning-Based Watermarking
- ICML 2026Revisiting Photometric Ambiguity for Accurate Gaussian-Splatting Surface Reconstruction
- ICML 2026Revisiting Uncertainty: On Evidential Learning for Partially Relevant Video Retrieval
- ICML 2026ReViT: Rotational-equivariant Vision Transformers for Neural PDE Solvers
- ICML 2026ReVSI: Rebuilding Visual Spatial Intelligence Evaluation for Accurate Assessment of VLM 3D Reasoning
- ICML 2026RSAgent: Learning to Reason and Act via Multi-Turn Tool Invocations for Text-Guided Segmentation
- ICML 2026RTPrune: Reading-Twice Inspired Token Pruning for Efficient DeepSeek-OCR Inference
- ICML 2026RVAS: Referring Video Active Exploration and Segmentation
- ICML 2026S2GS: Streaming Semantic Gaussian Splatting for Online Scene Understanding and Reconstruction
- ICML 2026S2M-Net: Spectral-Spatial Mixing with Morphology-Aware Adaptive Loss for Medical Image Segmentation
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。