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 68 篇，第 1 / 2 页

1. CVPR 20243D-Aware Face Editing via Warping-Guided Latent Direction Learning
2. CVPR 2024A Noisy Elephant in the Room: Is Your Out-of-Distribution Detector Robust to Label Noise?
3. CVPR 2024ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models
4. CVPR 2024BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation
5. CVPR 2024BioCLIP: A Vision Foundation Model for the Tree of Life
6. CVPR 2024Building Vision-Language Models on Solid Foundations with Masked Distillation
7. CVPR 2024CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment
8. CVPR 2024Degrees of Freedom Matter: Inferring Dynamics from Point Trajectories
9. CVPR 2024DeiT-LT: Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets
10. CVPR 2024Distilling Vision-Language Models on Millions of Videos
11. CVPR 2024DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision
12. CVPR 2024DUSt3R: Geometric 3D Vision Made Easy
13. CVPR 2024Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications
14. CVPR 2024Efficient Multitask Dense Predictor via Binarization
15. CVPR 2024EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models
16. CVPR 2024Enhancing Vision-Language Pre-training with Rich Supervisions
17. CVPR 2024Event-based Structure-from-Orbit
18. CVPR 2024Finsler-Laplace-Beltrami Operators with Application to Shape Analysis
19. CVPR 2024Fitting Flats to Flats
20. CVPR 2024Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks
21. CVPR 2024Fooling Polarization-Based Vision using Locally Controllable Polarizing Projection
22. CVPR 2024Fun with Flags: Robust Principal Directions via Flag Manifolds
23. CVPR 2024GeoChat: Grounded Large Vision-Language Model for Remote Sensing
24. CVPR 2024GLID: Pre-training a Generalist Encoder-Decoder Vision Model
25. CVPR 2024GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs
26. CVPR 2024Grounding Everything: Emerging Localization Properties in Vision-Language Transformers
27. CVPR 2024HEAL-SWIN: A Vision Transformer On The Sphere
28. CVPR 2024Hearing Anything Anywhere
29. CVPR 2024Improved Implicit Neural Representation with Fourier Reparameterized Training
30. CVPR 2024InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
31. CVPR 2024Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning
32. CVPR 2024Low-Resource Vision Challenges for Foundation Models
33. CVPR 2024MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer
34. CVPR 2024Making Vision Transformers Truly Shift-Equivariant
35. CVPR 2024Mean-Shift Feature Transformer
36. CVPR 2024MESA: Matching Everything by Segmenting Anything
37. CVPR 2024Minimal Perspective Autocalibration
38. CVPR 2024Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use
39. CVPR 2024MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric
40. CVPR 2024MR-VNet: Media Restoration using Volterra Networks
41. CVPR 2024Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers
42. CVPR 2024NeRF Director: Revisiting View Selection in Neural Volume Rendering
43. CVPR 2024Neural Implicit Morphing of Face Images
44. CVPR 2024Noisy One-point Homographies are Surprisingly Good
45. CVPR 2024Non-autoregressive Sequence-to-Sequence Vision-Language Models
46. CVPR 2024On the Test-Time Zero-Shot Generalization of Vision-Language Models: Do We Really Need Prompt Learning?
47. CVPR 2024OOSTraj: Out-of-Sight Trajectory Prediction With Vision-Positioning Denoising
48. CVPR 2024PaSCo: Urban 3D Panoptic Scene Completion with Uncertainty Awareness
49. CVPR 2024PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs
50. CVPR 2024Projecting Trackable Thermal Patterns for Dynamic Computer Vision

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。