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 2,538 篇，第 18 / 51 页
- 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
- ICML 2026Knowing the Unknown: Interpretable Open-World Object Detection via Concept Decomposition Model
- ICML 2026Kronecker Generative Networks: A General Neural Architecture for Parameter-Efficient Learning Across Classification Tasks
- ICML 2026LAMP: Data-Efficient Linear Affine Weight-Space Models for Parameter-Controlled 3D Shape Generation and Extrapolation
- ICML 2026LaRA-Fusion: Latent-Robust Adaptation via Dual-Loop Constraints for Infrared and Visible Image Fusion
- ICML 2026Large-capacity and Receiver Authenticable Generative Image Steganography
- ICML 2026LaRI: Layered Ray Intersections for Single-view 3D Geometric Reasoning
- ICML 2026Latent Forcing: Reordering the Diffusion Trajectory for Pixel-Space Image Generation
- ICML 2026LATO: 3D Mesh Flow Matching with Structured TOpology Preserving LAtents
- ICML 2026Learnability-Driven Knowledge Assimilation for Class-Incremental Semantic Segmentation
- ICML 2026LearniBridge: Learnable Calibration of Feature Caching for Diffusion Models Acceleration
- ICML 2026Learning Context-Conditioned Predicate Semantics via Prototype Feedback
- ICML 2026Learning Gaussian Mixture-distributed Prototypes for 3D Scene Graph Generation from RGB-D Sequences
- ICML 2026Learning Generalized Trackers with Elastic Token Budgets
- ICML 2026Learning Global Representation from Queries for Vectorized HD Map Construction
- ICML 2026Learning Stochastic Bridges for Video Object Removal via Video-to-Video Translation
- ICML 2026Learning Taxonomic Trees with Hierarchical Representation Regularization for Large Multimodal Models
- ICML 2026Learning to Watch: Active Video Anomaly Understanding via Interleaved Policy Optimization
- ICML 2026Less Precise Can Be More Reliable: A Systematic Evaluation of Quantization’s Impact on VLMs Beyond Accuracy
- ICML 2026LieWarper: Geometry-Aware Motion Transfer via Lie Algebra
- ICML 2026Light Up Your Face: A Physically Consistent Dataset and Diffusion Model for Face Fill-Light Enhancement
- ICML 2026LightAVSeg: Lightweight Audio-Visual Segmentation
- ICML 2026LIMSSR: LLM-Driven Sequence-to-Score Reasoning under Training-Time Incomplete Multimodal Observations
- ICML 2026Linguistic Relative Policy Optimization for Video Anomaly Reasoning
- ICML 2026LIVE: Long-horizon Interactive Video World Modeling
- ICML 2026LLawCo: Learning Laws of Cooperation for Modeling Embodied Multi-Agent Behavior
- ICML 2026LoCoT2V-Bench: Benchmarking Long-Form and Complex Text-to-Video Generation
- ICML 2026Looking Locally: Object-Centric Vision Transformers as Foundation Models for Efficient Segmentation
- ICML 2026Lottery Prior: Randomized Neural Compression for Zero-Shot Inverse Problems
- ICML 2026LSGQuant: Layer-Sensitivity Guided Quantization for One-Step Diffusion Real-World Video Super-Resolution
- ICML 2026M-IDoL: Information Decomposition for Modality-Specific and Diverse Representation Learning in Medical Foundation Model
- ICML 2026MAC-NeRF: Motion-Aware Curriculum Learning for Dynamic LiDAR NeRFs
- ICML 2026MaMi-HOI: Harmonizing Global Kinematics and Local Geometry for Human-Object Interaction Generation
- ICML 2026Manifold-Aligned Guided Integrated Gradients for Reliable Feature Attribution
- ICML 2026ManiSoft: Towards Vision-Language Manipulation for Soft Continuum Robotics
- ICML 2026MapDream: Task-Driven Map Learning for Vision-Language Navigation
- ICML 2026MapUQ: Map with Uncertainty Quantification for Robust BEV Vectorized Construction
- ICML 2026MEDA: Medical-Oriented Activation Editing for Hallucination Mitigation in Medical Large Vision-Language Model
- ICML 2026Memory as Dynamics: Learning Reliability-Guided Predictive Models for Online Video Perception
- ICML 2026Memory-Distilled Selection for Noise-Robust Anomaly Detection
- ICML 2026Metric—Phase Fields: Decoupling Distance and Sign for Thin-Structure Reconstruction from Unoriented Point Clouds
- ICML 2026MICE-Bench: A Challenging and Comprehensive Benchmark for Multi-Reference Image Creation and Editing
- ICML 2026MIND: Decoupling Model-Induced Label Noise via Latent Manifold Disentanglement
- ICML 2026Mitigating Error Accumulation in Continuous Navigation via Memory-Augmented Kalman Filtering
- ICML 2026Mitigating Perceptual Judgment Bias in Multimodal LLM-as-a-Judge via Perceptual Perturbation and Reward Modeling
- ICML 2026Mitigating the Modality Gap in Vision–Language Models with Fractal Spectral Geometry
- ICML 2026MiVE: Multiscale Vision-language features for reference-guided video Editing
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。