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 165 篇，第 1 / 4 页

1. NeurIPS 20253D Human Pose Estimation with Muscles
2. NeurIPS 20253D Visual Illusion Depth Estimation
3. NeurIPS 20254KAgent: Agentic Any Image to 4K Super-Resolution
4. NeurIPS 2025A Generalist Intracortical Motor Decoder
5. NeurIPS 2025A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking
6. NeurIPS 2025Active Test-time Vision-Language Navigation
7. NeurIPS 2025AdvEDM: Fine-grained Adversarial Attack against VLM-based Embodied Agents
8. NeurIPS 2025Alligat0R: Pre-Training through Covisibility Segmentation for Relative Camera Pose Regression
9. NeurIPS 2025Approximate Domain Unlearning for Vision-Language Models
10. NeurIPS 2025Aux-Think: Exploring Reasoning Strategies for Data-Efficient Vision-Language Navigation
11. NeurIPS 2025Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs
12. NeurIPS 2025BiggerGait: Unlocking Gait Recognition with Layer-wise Representations from Large Vision Models
13. NeurIPS 2025BlurDM: A Blur Diffusion Model for Image Deblurring
14. NeurIPS 2025C3Po: Cross-View Cross-Modality Correspondence by Pointmap Prediction
15. NeurIPS 2025CADMorph: Geometry‑Driven Parametric CAD Editing via a Plan–Generate–Verify Loop
16. NeurIPS 2025Cameras as Relative Positional Encoding
17. NeurIPS 2025CAT: Circular-Convolutional Attention for Sub-Quadratic Transformers
18. NeurIPS 2025CausalVTG: Towards Robust Video Temporal Grounding via Causal Inference
19. NeurIPS 2025CF-VLM：CounterFactual Vision-Language Fine-tuning
20. NeurIPS 2025CleverBirds: A Multiple-Choice Benchmark for Fine-grained Human Knowledge Tracing
21. NeurIPS 2025Cloud4D: Estimating Cloud Properties at a High Spatial and Temporal Resolution
22. NeurIPS 2025CogVLA: Cognition-Aligned Vision-Language-Action Models via Instruction-Driven Routing & Sparsification
23. NeurIPS 2025Complete Structure Guided Point Cloud Completion via Cluster- and Instance-Level Contrastive Learning
24. NeurIPS 2025ConceptScope: Characterizing Dataset Bias via Disentangled Visual Concepts
25. NeurIPS 2025ControlFusion: A Controllable Image Fusion Network with Language-Vision Degradation Prompts
26. NeurIPS 2025Cycle-Sync: Robust Global Camera Pose Estimation through Enhanced Cycle-Consistent Synchronization
27. NeurIPS 2025DAMamba: Vision State Space Model with Dynamic Adaptive Scan
28. NeurIPS 2025DC4GS: Directional Consistency-Driven Adaptive Density Control for 3D Gaussian Splatting
29. NeurIPS 2025Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding
30. NeurIPS 2025DERD-Net: Learning Depth from Event-based Ray Densities
31. NeurIPS 2025DIFFSSR: Stereo Image Super-resolution Using Differential Transformer
32. NeurIPS 2025Diffusion Classifiers Understand Compositionality, but Conditions Apply
33. NeurIPS 2025Directed-Tokens: A Robust Multi-Modality Alignment Approach to Large Language-Vision Models
34. NeurIPS 2025Discovering Compositional Hallucinations in LVLMs
35. NeurIPS 2025Distil-E2D: Distilling Image-to-Depth Priors for Event-Based Monocular Depth Estimation
36. NeurIPS 2025Don’t call it privacy-preserving or human-centric pose estimation if you don’t measure privacy
37. NeurIPS 2025Doodle to Detect: A Goofy but Powerful Approach to Skeleton-based Hand Gesture Recognition
38. NeurIPS 2025DOTA: Distributional Test-time Adaptation of Vision-Language Models
39. NeurIPS 2025Dr. RAW: Towards General High-Level Vision from RAW with Efficient Task Conditioning
40. NeurIPS 2025Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks
41. NeurIPS 2025DynamicVerse: A Physically-Aware Multimodal Framework for 4D World Modeling
42. NeurIPS 2025Each Complexity Deserves a Pruning Policy
43. NeurIPS 2025Eagle 2.5: Boosting Long-Context Post-Training for Frontier Vision-Language Models
44. NeurIPS 2025Enhancing Infrared Vision: Progressive Prompt Fusion Network and Benchmark
45. NeurIPS 2025Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout Decoding
46. NeurIPS 2025EPA: Boosting Event-based Video Frame Interpolation with Perceptually Aligned Learning
47. NeurIPS 2025Evaluating Robustness of Monocular Depth Estimation with Procedural Scene Perturbations
48. NeurIPS 2025Eve3D: Elevating Vision Models for Enhanced 3D Surface Reconstruction via Gaussian Splatting
49. NeurIPS 2025Explicitly Modeling Subcortical Vision with a Neuro-Inspired Front-End Improves CNN Robustness
50. NeurIPS 2025Exploring the Limits of Vision-Language-Action Manipulation in Cross-task Generalization

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。