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 15 / 51 页
- ICML 2026Continuous Viewpoint Adaptation for Single View 3D Object Reconstruction
- ICML 2026Correspondence Cognitive Learning for Multi-Modal Object Re-Identification
- ICML 2026Counterfactual Occlusion-Aware Learning via Visibility Intervention for LiDAR Anomaly Detection
- ICML 2026CoverPruneGS: Coverage-Preserving Structured Pruning for Hierarchical 3D Gaussian Splatting from Sparse-View Monocular Videos
- ICML 2026CRAG: Can 3D Generative Models Help 3D Assembly?
- ICML 2026Creat3r: Confidence Reaggregation for Exploration-aware Active 3D Reconstruction
- ICML 2026Criterion-Conditional In-Context Learning: Evaluating Criterion-Shift Adaptation in Vision-Language Models
- ICML 2026Cross-Modal Semantic Decoupling and Transfer for Text-to-Visible-Infrared Person Re-Identification
- ICML 2026Crowd4D: Scene-Aware Monocular 4D Crowd Reconstruction
- ICML 2026CSD: Content-aware Speculative Decoding for Efficient Image Generation
- ICML 2026CSOR: Coreset Selection for Object Re-identification via Class Pruning
- ICML 2026DecomPose: Disentangling Cross-Category Optimization Contention for Category-Level 6D Object Pose Estimation
- ICML 2026Decouple and Cache: KV Cache Construction for Streaming Video Understanding
- ICML 2026Decoupling Skeleton and Flesh: Efficient Multimodal Table Reasoning with Disentangled Alignment and Structure-aware Guidance
- ICML 2026Deep Learning for BioImaging: What Are We Really Learning?
- ICML 2026Deep Residual Injection for Full-Spectrum Forensic Signal Perception in Multimodal Large Language Models
- ICML 2026DeFacto: Counterfactual Thinking with Images for Enforcing Evidence-Grounded and Faithful Reasoning
- ICML 2026Deformba: Vision State Space Model with Adaptive State Fusion
- ICML 2026Degradation-Aware Metric Prompting for Hyperspectral Image Restoration
- ICML 2026DenseMLLM: Standard Multimodal LLMs for Dense Prediction
- ICML 2026Detached Skip-Links and $R$-Probe: Decoupling Feature Aggregation from Gradient Propagation for MLLM OCR
- ICML 2026DGG-HMR: Multi-Person Human Mesh Recovery with Depth-Guided Geometric Anchoring
- ICML 2026Diagnosing and Correcting Concept Omission in Multimodal Diffusion Transformers
- ICML 2026DiffCrossGait: Trajectory-Level Alignment for 2D-3D Cross-Modal Gait Recognition via Latent Diffusion
- ICML 2026Difference-Aware Decision Learning for Multimodal Image Fusion
- ICML 2026DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models
- ICML 2026Diffuse to Detect: Bi-Level Sample Rebalancing with Pseudo-Label Diffusion for Point-Supervised Infrared Small-Target Detection
- ICML 2026Direct 3D-Aware Object Insertion via Decomposed Visual Proxies
- ICML 2026DiscoForcing: A Unified Framework for Real-Time Audio-Driven Character Control with Diffusion Forcing
- ICML 2026DisPOSE: Projected Polystochastic Diffusion for Self-Supervised Multi-View 3D Human Pose Estimation
- ICML 2026Dissecting Post-Training: Uncovering the Complementary Roles of SFT and RL for Document Parsing
- ICML 2026Distillation Models are Good Samplers for Diffusion Reinforcement Learning
- ICML 2026Distilling Neuro-Symbolic Programs into 3D Multi-modal LLMs
- ICML 2026Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis
- ICML 2026Divide and Conquer: Reliable Multi-View Evidential Learning for Deepfake Detection
- ICML 2026DNA: Uncovering Universal Latent Forgery Knowledge
- ICML 2026DocOS: Towards Proactive Document-Guided Actions in GUI Agents
- ICML 2026Does Reasoning Improve Seeing? Understanding When Vision-Language Models Benefit from Thinking
- ICML 2026Don't Forget Why You Started: Tackling Dual Forgetting in Vision-Language Continual Learning
- ICML 2026Don't Overthink with Pixels: Efficient Reasoning for Segmentation
- ICML 2026DR$^2$Seg: Decomposed Two-Stage Rollouts for Efficient Reasoning Segmentation in Multimodal Large Language Models
- ICML 2026DreamID-Omni: Unified Framework for Controllable Human-Centric Audio-Video Generation
- ICML 2026DRFusion: Drift-Resilient Temporally Consistent Infrared–Visible Video Fusion
- ICML 2026DroneDINO: Towards Heterogeneous Routed Mixture of Experts for Drone-based Unified Object Detection
- ICML 2026DSGCR: Decomposed Spectral Geometry-Aware Cross-Modal Semantic Representation for 3D Visual Grounding
- ICML 2026Dual-Latent Memory Routing for Vision-Language Reasoning
- ICML 2026DuRP: Dual-Stage Physics-Embedded Learning for Joint Radiance and Polarization Restoration
- ICML 2026Dynamic Decision Learning: Test-Time Evolution for Abnormality Grounding in Rare Diseases
- ICML 2026DynaTok: Token-Based 4D Reconstruction from Partial Point Clouds
- ICML 2026DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion
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。