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 152 篇，第 1 / 4 页

1. ICLR 20243D Reconstruction with Generalizable Neural Fields using Scene Priors
2. ICLR 20243D-Aware Hypothesis & Verification for Generalizable Relative Object Pose Estimation
3. ICLR 2024A Lie Group Approach to Riemannian Batch Normalization
4. ICLR 2024A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models
5. ICLR 2024A Simple Romance Between Multi-Exit Vision Transformer and Token Reduction
6. ICLR 2024A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors
7. ICLR 2024A unique M-pattern for micro-expression spotting in long videos
8. ICLR 2024Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models
9. ICLR 2024Alt-Text with Context: Improving Accessibility for Images on Twitter
10. ICLR 2024Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
11. ICLR 2024Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost
12. ICLR 2024Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment
13. ICLR 2024Boosting Vanilla Lightweight Vision Transformers via Re-parameterization
14. ICLR 2024Bridging Vision and Language Spaces with Assignment Prediction
15. ICLR 2024CAMBranch: Contrastive Learning with Augmented MILPs for Branching
16. ICLR 2024Cameras as Rays: Pose Estimation via Ray Diffusion
17. ICLR 2024Can we get the best of both Binary Neural Networks and Spiking Neural Networks for Efficient Computer Vision?
18. ICLR 2024Channel Vision Transformers: An Image Is Worth 1 x 16 x 16 Words
19. ICLR 2024CLEX: Continuous Length Extrapolation for Large Language Models
20. ICLR 2024CNN Kernels Can Be the Best Shapelets
21. ICLR 2024Consistent Video-to-Video Transfer Using Synthetic Dataset
22. ICLR 2024Constrained Decoding for Cross-lingual Label Projection
23. ICLR 2024COSA: Concatenated Sample Pretrained Vision-Language Foundation Model
24. ICLR 2024Decoding Natural Images from EEG for Object Recognition
25. ICLR 2024DeepSPF: Spherical SO(3)-Equivariant Patches for Scan-to-CAD Estimation
26. ICLR 2024Democratizing Fine-grained Visual Recognition with Large Language Models
27. ICLR 2024Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction
28. ICLR 2024DiffusionSat: A Generative Foundation Model for Satellite Imagery
29. ICLR 2024Don't Judge by the Look: Towards Motion Coherent Video Representation
30. ICLR 2024DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning
31. ICLR 2024Dual Associated Encoder for Face Restoration
32. ICLR 2024Dynamic Layer Tying for Parameter-Efficient Transformers
33. ICLR 2024Dynamic Neural Response Tuning
34. ICLR 2024ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models
35. ICLR 2024Efficient Modulation for Vision Networks
36. ICLR 2024Efficient Streaming Language Models with Attention Sinks
37. ICLR 2024Elastic Feature Consolidation For Cold Start Exemplar-Free Incremental Learning
38. ICLR 2024Energy-based Automated Model Evaluation
39. ICLR 2024Enhanced Face Recognition using Intra-class Incoherence Constraint
40. ICLR 2024Enhancing Neural Subset Selection: Integrating Background Information into Set Representations
41. ICLR 2024Ensemble Distillation for Unsupervised Constituency Parsing
42. ICLR 2024Exploring Effective Stimulus Encoding via Vision System Modeling for Visual Prostheses
43. ICLR 2024Exploring Weight Balancing on Long-Tailed Recognition Problem
44. ICLR 2024Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning?
45. ICLR 2024FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs
46. ICLR 2024Fast-ELECTRA for Efficient Pre-training
47. ICLR 2024Fast, Expressive $\mathrm{SE}(n)$ Equivariant Networks through Weight-Sharing in Position-Orientation Space
48. ICLR 2024FasterViT: Fast Vision Transformers with Hierarchical Attention
49. ICLR 2024FeatUp: A Model-Agnostic Framework for Features at Any Resolution
50. ICLR 2024Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification

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。