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 168 篇，第 1 / 4 页

1. NeurIPS 2026$\alpha$Depth: Learning Single-Pass Soft Boundary Decomposition for Stereo Conversion
2. NeurIPS 20263A-VLA: Abstraction-Aligned Action Learning for Vision-Language Agents in 3D Game Worlds
3. NeurIPS 2026A Differentiable 3D Scene Graph Metric via Contextual Hellinger Triplet Geometry
4. NeurIPS 2026A probabilistic model of visual segmentation explains early visual cortical dynamics
5. NeurIPS 2026A Steerable Deep Network for Model-Free Diffusion MRI Registration
6. NeurIPS 2026Adapting Vision Transformers to Organoid Imaging
7. NeurIPS 2026Adaptive Internal Readout for Native Multimodal Models
8. NeurIPS 2026AdShot: Benchmarking Multimodal Large Language Models for Video Advertisement Clipping
9. NeurIPS 2026Allocentric Perceiver: Disentangling Allocentric Reasoning from Egocentric Visual Priors via Frame Instantiation
10. NeurIPS 2026APIVOT: Adaptive Planning with Interleaved Vision-Language Thoughts
11. NeurIPS 2026Attending on Attention ($A^2$): Smaller Self-Supervised ViTs Localize Better Than Larger Ones
12. NeurIPS 2026AVI-HT: Adaptive Vision-IMU Fusion for 3D Hand Tracking
13. NeurIPS 2026BAPM: Boundary-Aware Prompt Mining for Training-Free Few-Shot Medical Image Segmentation
14. NeurIPS 2026Batch-Conditioned Semantic Anchors for Robust Transductive Adaptation of Vision--Language Models
15. NeurIPS 2026Beyond Bag-of-Words: Diagnosing Compositional Binding Failures in Vision-Language Models
16. NeurIPS 2026Beyond Bit Matching: Orthogonal Watermarks for Collusion-Resistant Image Fingerprinting
17. NeurIPS 2026BLEND: Balancing Personalization vs. Generalization in Federated Vision–Language Models
18. NeurIPS 2026Brain2voice 2.0: High-performance voice synthesis brain-computer interface
19. NeurIPS 2026C2FT: Enhancing Fine-Grained Perception in MLLMs via Confuse-then-Contrast Fine-Tuning
20. NeurIPS 2026C3H: Compression-to-Consensus Criteria Hijacking in Multimodal LLM Recommender Systems
21. NeurIPS 2026Can LLM Agents Respond to Disasters? Benchmarking Heterogeneous Geospatial Reasoning in Emergency Operations
22. NeurIPS 2026CanViT: Toward Active-Vision Foundation Models
23. NeurIPS 2026CAVE: A Structured Credit Assignment Approach for Fragmented Visual Evidence Reasoning
24. NeurIPS 2026Channel Mixer: A Pretrainable Tokenizer for Scalable Multi-Channel Vision Transformers
25. NeurIPS 2026CIPHERGRID Benchmark: From Multimodal Rule Inference to Sequential Action
26. NeurIPS 2026Class-Incremental Learning via LoRA-based Elastic Ensemble of Experts
27. NeurIPS 2026CodecSplat: Ultra-Compact Latent Coding for Feed-Forward 3D Gaussian Splatting
28. NeurIPS 2026COMPOSE: Hypergraph Cover Optimization for Multi-view 3D Human Pose Estimation
29. NeurIPS 2026Compressible Representations: Functional Spines in Deep Neural Networks
30. NeurIPS 2026Computer Use at the Edge of the Statistical Precipice
31. NeurIPS 2026Contextualized Evaluation of Vision Language Models through Dynamic Interviews
32. NeurIPS 2026ControlFlow3D: Distilling Multi-View Knowledge into Latent Flow Matching for Point Cloud Upsampling
33. NeurIPS 2026CSBench: A Comprehensive Benchmark for Evaluating Project-Level System Construction in Computer Science
34. NeurIPS 2026CURE: Visual Reprogramming of Vision-Language Models under Limited Supervision
35. NeurIPS 2026CurveBench: A Benchmark for Exact Topological Reasoning over Nested Jordan Curves
36. NeurIPS 2026Decoupled Mode Connectivity for Base-to-Novel Generalization in Vision-Language Models
37. NeurIPS 2026Deformable 2D Gaussian Splatting
38. NeurIPS 2026Diffusion Fine-Tuning: Iterative Refinement for Advanced Grounding with Diffusion Large Language Models
39. NeurIPS 2026Diffusion Models without Classifier-free Guidance
40. NeurIPS 2026Direct Conditional Parameterization for N-Dimensional Splatting
41. NeurIPS 2026Directional Noise Conditioning for Diffusion Models
42. NeurIPS 2026Do More Modalities Always Help? A Geometric Perspective on Missing-Modality Robustness
43. NeurIPS 2026Do multimodal models imagine electric sheep?
44. NeurIPS 2026DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models
45. NeurIPS 2026Dynamic Resolution Routing for Efficient Egocentric Grounding
46. NeurIPS 2026DynaProto: Dynamic Prototypical Contrast for Temporally Consistent Object-Centric Learning
47. NeurIPS 2026ECLIPSE: A Spacecraft Rendezvous Trajectories Dataset with Controlled In-Orbit Lighting Conditions
48. NeurIPS 2026EDMA: Entropy-Driven Multimodal Answering
49. NeurIPS 2026EgoTac: In-the-wild Tactile Prediction from Egocentric Vision
50. NeurIPS 2026ElegantVLA: Learning When to Think for Efficient Vision-Language-Action Models

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。