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 1,326 篇，第 23 / 27 页
- ICML 2026TranX-Adapter: Bridging Artifacts and Semantics within MLLMs for Robust AI-generated Image Detection
- ICML 2026TreeCUA: Efficiently Scaling GUI Automation with Tree-Structured Verifiable Evolution
- ICML 2026Trust It or Not: Evidential Uncertainty for Feed-Forward 3D Reconstruction with Trust3R
- ICML 2026TurboGS: Accelerating 3D Gaussian Splatting via Error-Guided Sparse Pixel Sampling and Optimization
- ICML 2026UFO: Chain-of-Evaluation for Omni-Condition Alignment in Multi-Modal Image Generation
- ICML 2026UGround: Towards Unified Visual Grounding with Unrolled Transformers
- ICML 2026Uni-DocRobust: Universal Plug-and-Play Robustness Enhancement for Multi-modal LLMs via Feature Restoration
- ICML 2026Unified Multimodal Visual Tracking with Dual Mixture-of-Experts
- ICML 2026Unifying Dataset Pruning and Distillation for Efficient Large-scale Compression
- ICML 2026Unifying Deep Stochastic Processes for Image Enhancement
- ICML 2026Unifying Heterogeneous Degradations: Uncertainty-Aware Diffusion Bridge Model for All-in-One Image Restoration
- ICML 2026Unifying Heterogeneous Multi-Modal Remote Sensing Detection Via Language-Pivoted Pretraining
- ICML 2026UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture
- ICML 2026Universal Skeleton Understanding via Differentiable Rendering and MLLMs
- ICML 2026Unleashing the Representational Power of Fourier Shapes for Attacking Infrared Object Detection
- ICML 2026Unlocking Noise-Resistant Vision: Key Architectural Secrets for Robust Models Against Gaussian Noise
- ICML 2026UrbanMLLM: Joint Learning of Cross-view Imagery for Urban Understanding
- ICML 2026Utonia: Toward One Encoder for All Point Clouds
- ICML 2026VFMF: Dense Forecasting by Generating Foundation Model Features
- ICML 2026VGGT-Motion: Motion-Aware Calibration-Free Monocular SLAM for Long-Range Consistency
- ICML 2026VIBE: Disentangling Social Dynamics via Kinematics-Informed Variational Inference for Behavioral Emotion
- ICML 2026Video-BCI: Bayesian Cognitive Integration of Self-Prior Hypotheses for Video Understanding
- ICML 2026Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning
- ICML 2026Video-SVD: Efficient Video Diffusion via Orthogonal Basis Composition
- ICML 2026VideoBrain: Learning Adaptive Frame Sampling for Long Video Understanding
- ICML 2026VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding
- ICML 2026VideoLoom: A Video Large Language Model for Joint Spatial-Temporal Understanding
- ICML 2026VideoSEAL: Mitigating Evidence Misalignment in Agentic Long Video Understanding by Decoupling Answer Authority
- ICML 2026VideoVeritas: AI-Generated Video Detection via Perception Pretext Reinforcement Learning
- ICML 2026VidLaDA: Bidirectional Diffusion Large Language Models for Efficient Video Understanding
- ICML 2026ViEEG: Hierarchical Visual Neural Representation for EEG Brain Decoding
- ICML 2026VIP: Visual-guided Prompt Evolution for Efficient Dense Vision-Language Inference
- ICML 2026VisionPulse: Dynamic Visual Sparsity for Efficient Multimodal Reasoning
- ICML 2026VividCam: Learning Unconventional Camera Motions from Virtual Synthetic Videos
- ICML 2026VlogReward: Learning Multi-Dimensional Evaluation for Vlog Editing
- ICML 2026VR-Thinker: Boosting Multimodal Reward Models through Think with Image Reasoning
- ICML 2026VSCD: Video-based Scene Change Detection in Unaligned Scenes
- ICML 2026Weakly Supervised Cross-Modal Learning for 4D Radar Scene Flow Estimation
- ICML 2026WeatherSyn: An Instruction Tuning MLLM For Weather Forecasting Report Generation
- ICML 2026WEVSR: Video Diffusion Generators for Real-World Video Super‑Resolution with Wavelet-Enhanced VAE Encoder
- ICML 2026What Makes Synthetic Data Effective in Image Segmentation
- ICML 2026When Attributes Disagree: Gradient Conflict in Image Aesthetic Assessment
- ICML 2026When Preference Labels Fall Short: Aligning Diffusion Models from Real Data
- ICML 2026Where Detectors Fail: Probing Generative Space for Generalizable AI-Generated Image Detection
- ICML 2026WhisperSplat: Lossless Steganography in 3D Gaussian Splatting
- ICML 2026WildActor: Unconstrained Identity-Preserving Video Generation
- ICML 2026World-Model Inspired Emotion-aware Token Refinement for Training-Free Multimodal Emotion Recognition
- ICML 2026World-R1: Reinforcing 3D Constraints for Text-to-Video Generation
- ICML 2026World-Shaper: A Unified Framework for 360° Panoramic Editing
- ICML 2026WorldCache: Accelerating World Models for Free via Heterogeneous Token Caching
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。