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 5 / 12 页
- ICML 2026GASS: Geometry-Aware Spherical Sampling for Disentangled Diversity Enhancement in Text-to-Image Generation
- ICML 2026GemDepth: Geometry-Embedded Features for 3D-Consistent Video Depth
- ICML 2026GenShield: Unified Detection and Artifact Correction for AI-Generated Images
- ICML 2026GeoLoom: High-quality Geometric Diagram Generation from Textual Input
- ICML 2026Geometric Reciprocity: Unlocking Self-Supervision for Stereoscopic Video Generation
- ICML 2026Geometry-Aware Dataset Condensation for Diffusion Model Training
- ICML 2026Geometry-Aware Image Flow Matching
- ICML 2026Geometry-Preserving Unsupervised Alignment for Heterogeneous Foundation Models
- ICML 2026GeoMoLa: Geometry-Aware Motion Latents for Learning Robust Manipulation Policies
- ICML 2026GeoReward: Mitigating Contextual Variable Overestimation in Vision-Language Models for Cross-Market Preference Prediction
- ICML 2026GHOST: Geometry-Guided Hallucination of Opaque Surface Textures
- ICML 2026Glimpse: Geometry Learning of Multi-scale Structural Priors for 3D Pose Estimation
- ICML 2026GO-PRE: Goal-Oriented Next-Best-View Selection via Predictive Rendering Entropy for Active 3D Reconstruction
- ICML 2026GRASP: Awakening Latent Spatial Reasoning in LVLMs via Training-free Geometric Rectification
- ICML 2026GSFixer: Improving 3D Gaussian Splatting with Reference-Guided Video Diffusion Priors
- ICML 2026GUI-Spotlight: Adaptive Iterative Focus Refinement for Enhanced GUI Visual Grounding
- ICML 2026HECTOR: Hybrid Editable Compositional Object References for Video Generation
- ICML 2026Hermes: An Evidence-Driven Agentic Framework for Trustworthy and Explainable AI-Generated Video Detection
- ICML 2026Hierarchical Image Tokenization for Multi-Scale Image Super Resolution
- ICML 2026HieraScaffold: Learning Compact Hierarchical Representations for Scalable 4D LiDAR Generation
- ICML 2026HOI-PAGE: Zero-Shot Human-Object Interaction Generation with Part Affordance Guidance
- ICML 2026HSGG: Training-Free Hierarchical Scene Graph Generation with Geometry-Guided Relation Reasoning
- ICML 2026Hyper-ICL: Attention Calibration with Hyperbolic Anchor Distillation for Multimodal In-Context Learning
- ICML 2026Hyper-LLaVA: Hyperbolic Uncertainty-aware Modality-Balanced Routing for Multimodal Continual Instruction Tuning
- ICML 2026Hyperbolic Hierarchical Alignment for Video-Based Visible-Infrared Person Re-Identification
- ICML 2026Hyperspectral Image Fusion with Spectral-Band and Fusion-Scale Agnosticism
- ICML 2026iGRPO: Fast Online RL for Flow Matching Model with Instant Reward
- ICML 2026ImmersePro: End-to-End Stereo Video Synthesis Via Implicit Disparity Learning
- ICML 2026Immuno-VLM: Immunizing Large Vision-Language Models via Generative Semantic Antibodies for Open-World Trustworthiness
- ICML 2026Implicit Preference Alignment for Human Image Animation
- ICML 2026ImpQuant: Fine-Grained Importance-Aware Quantization for Large Vision-Language Models
- ICML 2026Improving Explicit Dynamic Gaussian Splatting Optimization via Update Mixture
- ICML 2026ImpText: A Benchmark and Tool-Augmented Framework for Implicit Text Reasoning
- ICML 2026InfoGeo: Information-Theoretic Object-Centric Learning for Cross-View Generalizable UAV Geo-Localization
- ICML 2026InfVSR: Toward Consistency-Driven Streaming Generative Video Super-Resolution
- ICML 2026Injecting Distributional Awareness into MLLMs via Reinforcement Learning for Deep Imbalanced Regression
- ICML 2026Inside the Visual Mind: Neuroscience-Motivated Concept Circuits for Interpreting and Steering Vision Transformers
- ICML 2026Interactive Person Retrieval via Multi-Turn Multimodal Conversation
- ICML 2026Interactive Segmentation with Elaborate Focus Prior
- ICML 2026Interpretability Transfer from Language to Vision via Sparse Autoencoders
- ICML 2026Intrinsic Gradient Suppression for Label-Noise Prompt Tuning in Vision–Language Models
- ICML 2026IQA-Spider: Unifying Multi-Granularity Image Quality Assessment with Reasoning, Grounding and Referring
- ICML 2026Is Task-Specific Training Necessary for Anomaly Detection?
- ICML 2026iTryOn: Mastering Interactive Video Virtual Try-On with Spatial-Semantic Guidance
- ICML 2026iVGR: Internalizing Visually Grounded Reasoning for MLLMs with Reinforcement Learning
- ICML 2026IVQA-LD: Inclusive Multimodal Understanding for Population with Limb Deficiency
- ICML 2026Joint Geometric and Trajectory Consistency Learning for One-Step Real-World Super-Resolution
- ICML 2026Just Noticeable Difference Modeling for Deep Visual Features
- ICML 2026Keep It in Mind: User Centric Continual Spatial Intelligence Reasoning in Egocentric Video Streams
- ICML 2026Kinematics-Driven Gaussian Shape Deformation for Blurry Monocular Dynamic Scenes
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。