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 7 / 12 页
- ICML 2026MME-Reasoning: A Broad-Spectrum Benchmark for Evaluating Logical Reasoning in MLLMs
- ICML 2026MobileFusion: Mobile-Friendly Infrared and Visible Image Fusion via Structural Re-parameterization
- ICML 2026MoDA: Modulation Adapter for Fine-Grained Visual Understanding in Instructional MLLMs
- ICML 2026MotiMotion: Motion-Controlled Video Generation with Visual Reasoning
- ICML 2026Motion Dynamics Learning for Few-Shot Embodied Adaptation
- ICML 2026Motion-Residual Conflict-Aware Time Reversal for Generative Inbetweening
- ICML 2026MotionGRPO: Overcoming Low Intra-Group Diversity in GRPO-Based Egocentric Motion Recovery
- ICML 2026MotionMAR: Multi-scale Auto-Regressive Human Motion Reconstruction from Sparse Observations
- ICML 2026MoVie: Multimodal Video Compression with Text Guidance
- ICML 2026Multimodal Fact-Level Attribution for Verifiable Reasoning
- ICML 2026Native Active Perception as Reasoning for Omni-Modal Understanding
- ICML 2026Native Spatio-Temporal 4D Variational Autoencoder
- ICML 2026Navigating the Flatlands: Dual Adaptive Sharpness-Aware Minimization for Domain Generalization
- ICML 2026NeuroMamba: A Universal Spatiotemporal Module for Robust Perception in Degraded Sensory Streams
- ICML 2026Neutral-Reference Prompting for Vision–Language Models
- ICML 2026No Data? No Problem: Robust Vision-Tabular Learning with Missing Values
- ICML 2026NoiseSDF2NoiseSDF: Learning Clean Neural Fields from Noisy Supervision
- ICML 2026Normalization-equivariant Diffusion Models: Learning Posterior Samplers From Noisy And Partial Measurements
- ICML 2026Object-level Semantic and Spatial Distillation for Open Vocabulary Detection
- ICML 2026ObjEmbed: Towards Universal Multimodal Object Embeddings
- ICML 2026OBJVanish: Prompt-Driven Generation of Physically Realizable 3D LiDAR-Invisible Objects
- ICML 2026OcclusionFormer: Arranging Z-Order for Layout-Grounded Image Generation
- ICML 2026Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs
- ICML 2026OmniAID: Decoupling Semantic and Artifacts for Universal AI-Generated Image Detection in the Wild
- ICML 2026Open-o3-Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence
- ICML 2026Open-Text Aerial Detection: A Unified Framework For Aerial Visual Grounding And Detection
- ICML 2026OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing
- ICML 2026Optimizing Rank for High-Fidelity Implicit Neural Representations
- ICML 2026Order within Chaos: Capturing Intrinsic Energy Anomalies for AI-Manipulated Image Forgery Localization
- ICML 2026OvisOCR: End-to-End Document Parsing via Aligning Specialized Perception with General Reasoning
- ICML 2026Pair2Scene: Learning Local Object Relations for Procedural Scene Generation
- ICML 2026PanoWorld-X: Generating Explorable Panoramic Worlds via Sphere-Aware Video Diffusion
- ICML 2026PaperBanana: Automating Academic Illustration for AI Scientists
- ICML 2026Pareto-Guided Optimal Transport for Multi-Reward Alignment
- ICML 2026Partial Ring Scan: Revisiting Scan Order in Vision State Space Models
- ICML 2026Path-Decoupled Hyperbolic Flow Matching for Few-Shot Adaptation
- ICML 2026PCGS: Deblurring 3D Gaussian Splatting with Patch Comparison
- ICML 2026PCRNet: Phase-aware Complex Refinement Network for EEG-based Auditory Attention Decoding
- ICML 2026PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception
- ICML 2026PGC: Peak-Guided Calibration for Generalizable AI-Generated Image Detection
- ICML 2026PhaseAlign: Complex Phase Alignment for Stable Open-Vocabulary Semantic Segmentation
- ICML 2026PhoStream: Benchmarking Real-World Streaming for Omnimodal Assistants in Mobile Scenarios
- ICML 2026PhotoAgent: Exploratory Visual Aesthetic Planning with Large Vision Models
- ICML 2026Phy-CoSF: Physics-Guided Continuous Spectral Fields Reconstruction and Spectral Super-Resolution for Snapshot Compressive Imaging
- ICML 2026PhysForge: Generating Physics-Grounded 3D Assets for Interactive Virtual World
- ICML 2026PhysHanDI: Physics-Based Reconstruction of Hand-Deformable Object Interactions
- ICML 2026Physics in 2-Steps: Locking Motion Priors Before Visual Refinement Erases Them
- ICML 2026Pix2Key: Controllable Open-Vocabulary Retrieval with Semantic Decomposition and Self-Supervised Visual Dictionary Learning
- ICML 2026PixCLIP: Towards Fine-grained Vision-Language Understanding via Any-granularity Pixel-Text Alignment
- ICML 2026PMSPO: Progressive Matching and Semantic-Aware Policy Optimization for Camouflaged Object Detection
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。