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 13 / 16 页
- ICML 2025Visual Graph Arena: Evaluating Visual Conceptualization of Vision and Multimodal Large Language Models
- ICML 2025VTGaussian-SLAM: RGBD SLAM for Large Scale Scenes with Splatting View-Tied 3D Gaussians
- ICML 2025What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities
- ICML 2025When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network
- ICML 2025When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class
- ICML 2025Where is the Truth? The Risk of Getting Confounded in a Continual World
- ICML 2025WorldSimBench: Towards Video Generation Models as World Simulators
- NeurIPS 20253D Human Pose Estimation with Muscles
- NeurIPS 20253D Visual Illusion Depth Estimation
- NeurIPS 20254KAgent: Agentic Any Image to 4K Super-Resolution
- NeurIPS 2025A Generalist Intracortical Motor Decoder
- NeurIPS 2025A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking
- NeurIPS 2025Active Test-time Vision-Language Navigation
- NeurIPS 2025AdvEDM: Fine-grained Adversarial Attack against VLM-based Embodied Agents
- NeurIPS 2025Alligat0R: Pre-Training through Covisibility Segmentation for Relative Camera Pose Regression
- NeurIPS 2025Approximate Domain Unlearning for Vision-Language Models
- NeurIPS 2025Aux-Think: Exploring Reasoning Strategies for Data-Efficient Vision-Language Navigation
- NeurIPS 2025Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs
- NeurIPS 2025BiggerGait: Unlocking Gait Recognition with Layer-wise Representations from Large Vision Models
- NeurIPS 2025BlurDM: A Blur Diffusion Model for Image Deblurring
- NeurIPS 2025C3Po: Cross-View Cross-Modality Correspondence by Pointmap Prediction
- NeurIPS 2025CADMorph: Geometry‑Driven Parametric CAD Editing via a Plan–Generate–Verify Loop
- NeurIPS 2025Cameras as Relative Positional Encoding
- NeurIPS 2025CAT: Circular-Convolutional Attention for Sub-Quadratic Transformers
- NeurIPS 2025CausalVTG: Towards Robust Video Temporal Grounding via Causal Inference
- NeurIPS 2025CF-VLM：CounterFactual Vision-Language Fine-tuning
- NeurIPS 2025CleverBirds: A Multiple-Choice Benchmark for Fine-grained Human Knowledge Tracing
- NeurIPS 2025Cloud4D: Estimating Cloud Properties at a High Spatial and Temporal Resolution
- NeurIPS 2025CogVLA: Cognition-Aligned Vision-Language-Action Models via Instruction-Driven Routing & Sparsification
- NeurIPS 2025Complete Structure Guided Point Cloud Completion via Cluster- and Instance-Level Contrastive Learning
- NeurIPS 2025ConceptScope: Characterizing Dataset Bias via Disentangled Visual Concepts
- NeurIPS 2025ControlFusion: A Controllable Image Fusion Network with Language-Vision Degradation Prompts
- NeurIPS 2025Cycle-Sync: Robust Global Camera Pose Estimation through Enhanced Cycle-Consistent Synchronization
- NeurIPS 2025DAMamba: Vision State Space Model with Dynamic Adaptive Scan
- NeurIPS 2025DC4GS: Directional Consistency-Driven Adaptive Density Control for 3D Gaussian Splatting
- NeurIPS 2025Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding
- NeurIPS 2025DERD-Net: Learning Depth from Event-based Ray Densities
- NeurIPS 2025DIFFSSR: Stereo Image Super-resolution Using Differential Transformer
- NeurIPS 2025Diffusion Classifiers Understand Compositionality, but Conditions Apply
- NeurIPS 2025Directed-Tokens: A Robust Multi-Modality Alignment Approach to Large Language-Vision Models
- NeurIPS 2025Discovering Compositional Hallucinations in LVLMs
- NeurIPS 2025Distil-E2D: Distilling Image-to-Depth Priors for Event-Based Monocular Depth Estimation
- NeurIPS 2025Don’t call it privacy-preserving or human-centric pose estimation if you don’t measure privacy
- NeurIPS 2025Doodle to Detect: A Goofy but Powerful Approach to Skeleton-based Hand Gesture Recognition
- NeurIPS 2025DOTA: Distributional Test-time Adaptation of Vision-Language Models
- NeurIPS 2025Dr. RAW: Towards General High-Level Vision from RAW with Efficient Task Conditioning
- NeurIPS 2025Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks
- NeurIPS 2025DynamicVerse: A Physically-Aware Multimodal Framework for 4D World Modeling
- NeurIPS 2025Each Complexity Deserves a Pruning Policy
- NeurIPS 2025Eagle 2.5: Boosting Long-Context Post-Training for Frontier Vision-Language Models
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。