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 50 / 51 页
- CVPR 2023Inverting the Imaging Process by Learning an Implicit Camera Model
- CVPR 2023Joint Token Pruning and Squeezing Towards More Aggressive Compression of Vision Transformers
- CVPR 2023Learning a Depth Covariance Function
- CVPR 2023Learning To Exploit Temporal Structure for Biomedical Vision-Language Processing
- CVPR 2023Making Vision Transformers Efficient From a Token Sparsification View
- CVPR 2023Marching-Primitives: Shape Abstraction From Signed Distance Function
- CVPR 2023Mask3D: Pre-Training 2D Vision Transformers by Learning Masked 3D Priors
- CVPR 2023Meta-Personalizing Vision-Language Models To Find Named Instances in Video
- CVPR 2023Modality-Invariant Visual Odometry for Embodied Vision
- CVPR 2023NIPQ: Noise Proxy-Based Integrated Pseudo-Quantization
- CVPR 2023Objaverse: A Universe of Annotated 3D Objects
- CVPR 2023Reliability in Semantic Segmentation: Are We on the Right Track?
- CVPR 2023RGB No More: Minimally-Decoded JPEG Vision Transformers
- CVPR 2023RUST: Latent Neural Scene Representations From Unposed Imagery
- CVPR 2023Seeing Beyond the Brain: Conditional Diffusion Model With Sparse Masked Modeling for Vision Decoding
- CVPR 2023Seeing What You Miss: Vision-Language Pre-Training With Semantic Completion Learning
- CVPR 2023Sliced Optimal Partial Transport
- CVPR 2023SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer
- CVPR 2023Teaching Matters: Investigating the Role of Supervision in Vision Transformers
- CVPR 2023Transferable Adversarial Attacks on Vision Transformers With Token Gradient Regularization
- CVPR 2023TrojViT: Trojan Insertion in Vision Transformers
- CVPR 2023Uncertainty-Aware Vision-Based Metric Cross-View Geolocalization
- CVPR 2023Vision Transformer With Super Token Sampling
- CVPR 2023Vision Transformers Are Parameter-Efficient Audio-Visual Learners
- CVPR 2023What You Can Reconstruct From a Shadow
- CVPR 2023You Are Catching My Attention: Are Vision Transformers Bad Learners Under Backdoor Attacks?
- ICLR 2023A View From Somewhere: Human-Centric Face Representations
- ICLR 2023Exploring perceptual straightness in learned visual representations
- ICLR 2023Fundamental limits on the robustness of image classifiers
- ICLR 2023Human alignment of neural network representations
- ICLR 2023Iterative Patch Selection for High-Resolution Image Recognition
- ICLR 2023Learning to Estimate Shapley Values with Vision Transformers
- ICLR 2023ManiSkill2: A Unified Benchmark for Generalizable Manipulation Skills
- ICLR 2023MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors
- ICLR 2023Measuring axiomatic soundness of counterfactual image models
- ICLR 2023Mid-Vision Feedback
- ICLR 2023Mosaic Representation Learning for Self-supervised Visual Pre-training
- ICLR 2023Part-Based Models Improve Adversarial Robustness
- ICLR 2023Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore
- ICLR 2023Self-Supervised Geometric Correspondence for Category-Level 6D Object Pose Estimation in the Wild
- ICLR 2023Sparse Token Transformer with Attention Back Tracking
- ICLR 2023Suppressing the Heterogeneity: A Strong Feature Extractor for Few-shot Segmentation
- ICLR 2023TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding
- ICLR 2023Understanding the Covariance Structure of Convolutional Filters
- ICLR 2023Video Scene Graph Generation from Single-Frame Weak Supervision
- ICLR 2023Volumetric Optimal Transportation by Fast Fourier Transform
- ICML 2023Can Forward Gradient Match Backpropagation?
- ICML 2023COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models
- ICML 2023Continuous Spatiotemporal Transformer
- ICML 2023Deep Regression Unlearning
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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。