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 772 篇，第 6 / 16 页
- ICLR 2025Maintaining Structural Integrity in Parameter Spaces for Parameter Efficient Fine-tuning
- ICLR 2025MamBEV: Enabling State Space Models to Learn Birds-Eye-View Representations
- ICLR 2025Masked Temporal Interpolation Diffusion for Procedure Planning in Instructional Videos
- ICLR 2025MELODI: Exploring Memory Compression for Long Contexts
- ICLR 2025Meta-Continual Learning of Neural Fields
- ICLR 2025MetaDesigner: Advancing Artistic Typography through AI-Driven, User-Centric, and Multilingual WordArt Synthesis
- ICLR 2025MetaMetrics: Calibrating Metrics for Generation Tasks Using Human Preferences
- ICLR 2025Metric-Driven Attributions for Vision Transformers
- ICLR 2025MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models
- ICLR 2025Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment
- ICLR 2025Mixture Compressor for Mixture-of-Experts LLMs Gains More
- ICLR 2025MM-EMBED: UNIVERSAL MULTIMODAL RETRIEVAL WITH MULTIMODAL LLMS
- ICLR 2025MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
- ICLR 2025MMSearch: Unveiling the Potential of Large Models as Multi-modal Search Engines
- ICLR 2025Modality-Specialized Synergizers for Interleaved Vision-Language Generalists
- ICLR 2025Model merging with SVD to tie the Knots
- ICLR 2025MoDGS: Dynamic Gaussian Splatting from Casually-captured Monocular Videos with Depth Priors
- ICLR 2025Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation
- ICLR 2025MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion
- ICLR 2025MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
- ICLR 2025MotionDreamer: One-to-Many Motion Synthesis with Localized Generative Masked Transformer
- ICLR 2025MrT5: Dynamic Token Merging for Efficient Byte-level Language Models
- ICLR 2025Multi-Field Adaptive Retrieval
- ICLR 2025Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality Gap
- ICLR 2025Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
- ICLR 2025NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative
- ICLR 2025Natural Language Inference Improves Compositionality in Vision-Language Models
- ICLR 2025ND-SDF: Learning Normal Deflection Fields for High-Fidelity Indoor Reconstruction
- ICLR 2025Neural Eulerian Scene Flow Fields
- ICLR 2025Neural Fluid Simulation on Geometric Surfaces
- ICLR 2025Neuralized Markov Random Field for Interaction-Aware Stochastic Human Trajectory Prediction
- ICLR 2025NeuralPlane: Structured 3D Reconstruction in Planar Primitives with Neural Fields
- ICLR 2025Neuron based Personality Trait Induction in Large Language Models
- ICLR 2025No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images
- ICLR 2025Occlusion-aware Non-Rigid Point Cloud Registration via Unsupervised Neural Deformation Correntropy
- ICLR 2025OMG: Opacity Matters in Material Modeling with Gaussian Splatting
- ICLR 2025OmniBind: Large-scale Omni Multimodal Representation via Binding Spaces
- ICLR 2025OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision
- ICLR 2025OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup
- ICLR 2025On Quantizing Neural Representation for Variable-Rate Video Coding
- ICLR 2025On the Fourier analysis in the SO(3) space : the EquiLoPO Network
- ICLR 2025On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning
- ICLR 2025Once-for-All: Controllable Generative Image Compression with Dynamic Granularity Adaptation
- ICLR 2025One-for-All Few-Shot Anomaly Detection via Instance-Induced Prompt Learning
- ICLR 2025Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation
- ICLR 2025Optimizing 4D Gaussians for Dynamic Scene Video from Single Landscape Images
- ICLR 2025Order-aware Interactive Segmentation
- ICLR 2025OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with Transformer
- ICLR 2025PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer
- ICLR 2025PIN: Prolate Spheroidal Wave Function-based Implicit Neural Representations
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。