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 66 篇，第 1 / 2 页

1. CVPR 20262ndMatch Finetuning Pruned Diffusion Models via Second-Order Jacobian Matching
2. CVPR 2026A Closed-Form Solution for Debiasing Vision-Language Models with Utility Guarantees
3. CVPR 2026Abstract 3D Perception for Spatial Intelligence in Vision-Language Models
4. CVPR 2026ARC Is a Vision Problem
5. CVPR 2026AToken A Unified Tokenizer for Vision
6. CVPR 2026AVION Aerial Vision-Language Instruction from Offline Teacher to Prompt-Tuned Network
7. CVPR 2026Benchmarking PhD-Level Coding in 3D Geometric Computer Vision
8. CVPR 2026Beyond Layer-Wise Merging Chain-of-Merging for Vision-Language Models
9. CVPR 2026Beyond Multiple Choice Verifiable OpenQA for Robust Vision-Language RFT
10. CVPR 2026Beyond the Golden Data Resolving the Motion-Vision Quality Dilemma via
11. CVPR 2026Boosting Vision-Language-Action Finetuning with Feasible Action Neighborhood Prior
12. CVPR 2026Bridging the 2D-3D Gap A Hierarchical Semantic-Geometric Map for Vision
13. CVPR 2026CLAY Conditional Visual Similarity Modulation in Vision-Language Embedding Space
14. CVPR 2026Computer Vision with a Superpixelation Camera
15. CVPR 2026Convolutional Neural Networks Driven by Content Similarity
16. CVPR 2026Describe Anything Anywhere At Any Moment
17. CVPR 2026Dynamic Token Reweighting for Robust Vision-Language Models
18. CVPR 2026EEGiT Teaching Vision Transformers to Understand the EEG signal
19. CVPR 2026Ego Embedding-Guided Personalization of Vision-Language Models
20. CVPR 2026Enhancing Continual Learning of Vision-Language Models via Dynamic Prefix Weighting
21. CVPR 2026FedMPT Federated Multi-Label Prompt Tuning of Vision-Language Models
22. CVPR 2026From 3D Pose to Prose Biomechanics-Grounded Vision-Language Coaching
23. CVPR 2026G2VLM Geometry Grounded Vision Language Model with Unified 3D Reconstruction
24. CVPR 2026Gastric-X A Multimodal Multi-Phase Benchmark Dataset for Advancing Vision-Language Models
25. CVPR 2026GraphVLM Benchmarking Vision Language Models for Multimodal Graph Learning
26. CVPR 2026Hierarchical Process Reward Models are Symbolic Vision Learners
27. CVPR 2026Inside-Out Measuring Generalization in Vision Transformers Through Inner Workings
28. CVPR 2026Language-guided Frequency Modulation for Large Vision-Language Models
29. CVPR 2026Linear Fundamental Matrix Estimation from 7 or 5 Points
30. CVPR 2026Linguistic Priors for Visual Decoupling Towards Symmetric Vision-Brain Alignment
31. CVPR 2026Mantis A Versatile Vision-Language-Action Model with Disentangled Visual Foresight
32. CVPR 2026MAPS Preserving Vision-Language Representations via Module-Wise Proximity Scheduling for Better
33. CVPR 2026mVLM A Vision Language Model for mNPUs
34. CVPR 2026NuWa Deriving Lightweight Class-Specific Vision Transformers for Edge Devices
35. CVPR 2026OccuFly A 3D Vision Benchmark for Semantic Scene Completion from
36. CVPR 2026Omni IIE Bench Benchmarking the Practical Capabilities of Image Editing
37. CVPR 2026One Token Two Fates A Unified Framework via Vision Token
38. CVPR 2026PA-Attack Guiding Gray-Box Attacks on LVLM Vision Encoders with Prototypes
39. CVPR 2026PACT Phase-Like Transition Constraints in Adapter-Based Continual Learning of Vision-Language
40. CVPR 2026PointAlign Feature-Level Alignment Regularization for 3D Vision-Language Models
41. CVPR 2026PP-OCRv5 A Specialized 5M-Parameter Model Rivaling Billion-Parameter Vision-Language Models on
42. CVPR 2026Principled Steering via Null-space Projection for Jailbreak Defense in Vision-Language
43. CVPR 2026Prompt-Free Universal Region Proposal Network
44. CVPR 2026PureProof Diffusion-Resistant Black-box Targeted Attack on Large Vision-Language Models
45. CVPR 2026QuantVLA Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models
46. CVPR 2026QuietPrune Query-Guided Early Token Pruning for Vision-Language Models
47. CVPR 2026R4-CGQA Retrieval-based Vision Language Models for Computer Graphics Image Quality
48. CVPR 2026Rethinking Token Reduction for Large Vision-Language Models
49. CVPR 2026RINO Rotation-Invariant Non-Rigid Correspondences
50. CVPR 2026Scene Grounding in the Wild

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。