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 554 篇，第 1 / 12 页

1. ICML 2026[CLS] is Not Enough: Multi-Label Recognition via Patch-Level Inference and Adaptive Aggregation
2. ICML 2026$\sigma$: Sigmoid Modulation for Ultra High Resolution Diffusion
3. ICML 20263D Scene Assertion Verification
4. ICML 20263D-RFT: Reinforcement Fine-Tuning for Video-based 3D Scene Understanding
5. ICML 20263DGS-HPC: Distractor-free 3D Gaussian Splatting with Hybrid Patch-wise Classification
6. ICML 20263DGS$^2$-TR: A Scalable Second-Order Trust-Region Method for 3D Gaussian Splatting
7. ICML 20263DMedAgent: Unified Perception-to-Understanding for 3D Medical Analysis
8. ICML 20263ViewSense: Spatial and Mental Perspective Reasoning from Orthographic Views in Vision-Language Models
9. ICML 20264RC: 4D Reconstruction via Conditional Querying Anytime and Anywhere
10. ICML 2026A Distributional View for Visual Mechanistic Interpretability: KL-Minimal Soft-Constraint Principle
11. ICML 2026A Hypertoroidal Covering for Perfect Color Equivariance
12. ICML 2026A Theory of Contrastive Learning with Natural Images
13. ICML 2026Absorbing Quantization Error by Deformable Noise Scheduler for Diffusion Models
14. ICML 2026ACTIVE-o3 : Empowering MLLMs with Active Perception via Pure Reinforcement Learning
15. ICML 2026AD-MIR: Bridging the Gap from Perception to Persuasion in Advertising Video Understanding via Structured Reasoning
16. ICML 2026AdaEraser: Training-Free Object Removal via Adaptive Attention Suppression
17. ICML 2026AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
18. ICML 2026Adaptive Coding Emerges in Stabilized Supralinear Networks Trained with Local Plasticity
19. ICML 2026Adaptive Token Refinement in Long-Tailed Large Vision-Language Models Fine-Tuning
20. ICML 2026Adaptive Visual Autoregressive Acceleration via Dual-Linkage Entropy Analysis
21. ICML 2026Adaptive Volumetric Mechanical Property Fields Invariant to Resolution
22. ICML 2026AdaS: Adaptive Gradient Descent for Spiking Transformers
23. ICML 2026Advantage Weighted Matching: Aligning RL with Pretraining in Diffusion Models
24. ICML 2026AesFormer: Transform Everyday Photos into Beautiful Memories
25. ICML 2026Affine-Equivariant Kernel Space Encoding for NeRF Editing
26. ICML 2026AlignedNorm: Prompting Vision–Language Models via Coupled Prompt Field
27. ICML 2026AlignVid: Taming Visual Dominance via Training-Free Attention Modulation in Text-guided Image-to-Video Generation
28. ICML 2026Alleviating Sparse Rewards by Modeling Step-Wise and Long-Term Sampling Effects in Flow-Based GRPO
29. ICML 2026Alterbute: Editing Intrinsic Attributes of Objects in Images
30. ICML 2026AmbiRefer3D: 3D Visual Grounding with Referential Ambiguity
31. ICML 2026Amodal Instance Segmentation with IRAIS Dataset for Sim-to-Real Transfer
32. ICML 2026Anomaly-Preference Image Generation
33. ICML 2026AnyCanvas: Potential Field Guidance for Training-Free Spatial Control in Text-to-Image Diffusion
34. ICML 2026ArcVQ-VAE: A Spherical Vector Quantization Framework with ArcCosine Additive Margin
35. ICML 2026Artemis: Structured Visual Reasoning for Perception Policy Learning
36. ICML 2026Attacking Gray-Box Large Vision-Language Models with Adaptive SVD-Structured Adversarial Alignment
37. ICML 2026Attend to Anything: Foundation Model for Unified Human Attention Modeling
38. ICML 2026AURA: Visually Interpretable Affective Understanding via Robust Archetypes
39. ICML 2026AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation
40. ICML 2026AVTrack: Audio-Visual Tracking in Human-centric Complex Scenes
41. ICML 2026BabyVision: Visual Reasoning Beyond Language
42. ICML 2026Belief Propagation Converges to Gaussian Distributions in Sparsely-Connected Factor Graphs
43. ICML 2026Benchmarking and Enhancing VLM for Compressed Image Understanding
44. ICML 2026Benchmarking and Evolving Reason-Reflect-Rectify for Reflective Visual Generation
45. ICML 2026Benchmarking Dense and Indiscernible Object Counting with Blueberries
46. ICML 2026Bend the Basics: Degradation-Aware Deformable Tokenization for All-in-One Image Restoration
47. ICML 2026Beyond Blind Noising: Disentangled Visual Rectification for Hallucination Mitigation in MLLMs
48. ICML 2026Beyond Detection: A Structure-Aware Framework for Scene Text Tracking
49. ICML 2026Beyond Heuristics: Learnable Density Control for 3D Gaussian Splatting
50. ICML 2026Beyond Logits: Coherent Hallucination Mitigation via Attention Contrastive Decoding

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。