应用 · computer vision论文趋势 2023–2026

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。

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 201 篇，第 1 / 5 页

1. ICML 20253D Question Answering via only 2D Vision-Language Models
2. ICML 20253D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors
3. ICML 2025A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators
4. ICML 2025Action Dubber: Timing Audible Actions via Inflectional Flow
5. ICML 2025Adaptive Multi-prompt Contrastive Network for Few-shot Out-of-distribution Detection
6. ICML 2025Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation
7. ICML 2025ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization
8. ICML 2025AGAV-Rater: Adapting Large Multimodal Model for AI-Generated Audio-Visual Quality Assessment
9. ICML 2025Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
10. ICML 2025An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs' Sentimental Perception Capability
11. ICML 2025Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models
12. ICML 2025Are High-Quality AI-Generated Images More Difficult for Models to Detect?
13. ICML 2025Asymmetric Decision-Making in Online Knowledge Distillation: Unifying Consensus and Divergence
14. ICML 2025Attributes Shape the Embedding Space of Face Recognition Models
15. ICML 2025Balanced Learning for Domain Adaptive Semantic Segmentation
16. ICML 2025Balancing Preservation and Modification: A Region and Semantic Aware Metric for Instruction-Based Image Editing
17. ICML 2025BAME: Block-Aware Mask Evolution for Efficient N:M Sparse Training
18. ICML 2025Better to Teach than to Give: Domain Generalized Semantic Segmentation via Agent Queries with Diffusion Model Guidance
19. ICML 2025Beyond Confidence: Exploiting Homogeneous Pattern for Semi-Supervised Semantic Segmentation
20. ICML 2025Beyond Cropped Regions: New Benchmark and Corresponding Baseline for Chinese Scene Text Retrieval in Diverse Layouts
21. ICML 2025Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation
22. ICML 2025Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning
23. ICML 2025BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution
24. ICML 2025Boosting Adversarial Robustness with CLAT: Criticality Leveraged Adversarial Training
25. ICML 2025Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark
26. ICML 2025Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing
27. ICML 2025CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
28. ICML 2025Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention
29. ICML 2025CoCoA-Mix: Confusion-and-Confidence-Aware Mixture Model for Context Optimization
30. ICML 2025Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation
31. ICML 2025Componential Prompt-Knowledge Alignment for Domain Incremental Learning
32. ICML 2025ConText: Driving In-context Learning for Text Removal and Segmentation
33. ICML 2025Continual Generalized Category Discovery: Learning and Forgetting from a Bayesian Perspective
34. ICML 2025Contour Integration Underlies Human-Like Vision
35. ICML 2025Contrastive Visual Data Augmentation
36. ICML 2025Control and Realism: Best of Both Worlds in Layout-to-Image without Training
37. ICML 2025CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering
38. ICML 2025Cradle: Empowering Foundation Agents towards General Computer Control
39. ICML 2025CSV-Occ: Fusing Multi-frame Alignment for Occupancy Prediction with Temporal Cross State Space Model and Central Voting Mechanism
40. ICML 2025CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep Uncertainty
41. ICML 2025DAMA: Data- and Model-aware Alignment of Multi-modal LLMs
42. ICML 2025David and Goliath: Small One-step Model Beats Large Diffusion with Score Post-training
43. ICML 2025DCBM: Data-Efficient Visual Concept Bottleneck Models
44. ICML 2025Decomposition of Graphic Design with Unified Multimodal Model
45. ICML 2025Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector
46. ICML 2025Diff-MoE: Diffusion Transformer with Time-Aware and Space-Adaptive Experts
47. ICML 2025Divide and Conquer: Exploring Language-centric Tree Reasoning for Video Question-Answering
48. ICML 2025Do Multiple Instance Learning Models Transfer?
49. ICML 2025DocVXQA: Context-Aware Visual Explanations for Document Question Answering
50. ICML 2025DragLoRA: Online Optimization of LoRA Adapters for Drag-based Image Editing in Diffusion Model

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。