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 1,048 篇，第 2 / 21 页

51. ICLR 2026CARPRT: Class-Aware Zero-Shot Prompt Reweighting for Vision-Language Model
52. ICLR 2026Cat-PO: Cross-modal Adaptive Token-rewards for Preference Optimization in Truthful Multimodal LLMs
53. ICLR 2026CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo Filter
54. ICLR 2026ChainMPQ: Interleaved Text-Image Reasoning Chains for Mitigating Relation Hallucinations
55. ICLR 2026Characterizing and Optimizing the Spatial Kernel of Multi Resolution Hash Encodings
56. ICLR 2026Chart Deep Research in LVLMs via Parallel Relative Policy Optimization
57. ICLR 2026CHROMA: Consistent Harmonization of Multi-View Appearance via Bilateral Grid Prediction
58. ICLR 2026CL-DPS: A Contrastive Learning Approach to Blind Nonlinear Inverse Problem Solving via Diffusion Posterior Sampling
59. ICLR 2026CLIP-FMoE: Scalable CLIP via Fused Mixture-of-Experts with Enforced Specialization
60. ICLR 2026CLoD-GS: Continuous Level-of-Detail via 3D Gaussian Splatting
61. ICLR 2026CLUTCH: Contextualized Language model for Unlocking Text-Conditioned Hand motion modelling in the wild
62. ICLR 2026CoAct-1: Computer-using Multi-agent System with Coding Actions
63. ICLR 2026CoCoDiff: Correspondence-Consistent Diffusion Model for Fine-grained Style Transfer
64. ICLR 2026Codified Finite-state Machines for Role-playing
65. ICLR 2026ComGS: Efficient 3D Object-Scene Composition via Surface Octahedral Probes
66. ICLR 2026CoMind: Towards Community-Driven Agents for Machine Learning Engineering
67. ICLR 2026CompassNav: Steering From Path Imitation to Decision Understanding In Navigation
68. ICLR 2026CompoDistill: Attention Distillation for Compositional Reasoning in Multimodal LLMs
69. ICLR 2026Consistency Geodesic Bridge: Image Restoration with Pretrained Diffusion Models
70. ICLR 2026Constructive Distortion: Improving MLLMs with Attention-Guided Image Warping
71. ICLR 2026Content-Aware Mamba for Learned Image Compression
72. ICLR 2026Continuous Space-Time Video Super-Resolution with 3D Fourier Fields
73. ICLR 2026Contrastive Diffusion Guidance for Spatial Inverse Problems
74. ICLR 2026Controllable First-Frame-Guided Video Editing via Mask-Aware LoRA Fine-Tuning
75. ICLR 2026CoPRS: Learning Positional Prior from Chain-of-Thought for Reasoning Segmentation
76. ICLR 2026Cross-Modal Redundancy and the Geometry of Vision–Language Embeddings
77. ICLR 2026CryoLVM: Self-supervised Learning from Cryo-EM Density Maps with Large Vision Models
78. ICLR 2026CTC-DRO: Robust Optimization for Reducing Language Disparities in Speech Recognition
79. ICLR 2026CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning
80. ICLR 2026Curvature-Guided Task Synergy for Skeleton based Temporal Action Segmentation
81. ICLR 2026Cutting the Skip: Training Residual-Free Transformers
82. ICLR 2026Cyber-Zero: Training Cybersecurity Agents without Runtime
83. ICLR 2026CylinderSplat: 3D Gaussian Splatting with Cylindrical Triplanes for Panoramic Novel View Synthesis
84. ICLR 2026D$^2$GS: Depth-and-Density Guided Gaussian Splatting for Stable and Accurate Sparse-View Reconstruction
85. ICLR 2026DA$^{2}$: Depth Anything in Any Direction
86. ICLR 2026Dancing in Chains: Strategic Persuasion in Academic Rebuttal via Theory of Mind
87. ICLR 2026Dataset Color Quantization: A Training-Oriented Framework for Dataset-Level Compression
88. ICLR 2026DaVinci: Reinforcing Visual-Structural Syntax in MLLMs for Generalized Scientific Diagram Parsing
89. ICLR 2026DeAltHDR: Learning HDR Video Reconstruction from Degraded Alternating Exposure Sequences
90. ICLR 2026DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning
91. ICLR 2026Declarative Audio Editing with Audio Language Model
92. ICLR 2026Decomposed Attention Fusion in MLLMs for Training-free Video Reasoning Segmentation
93. ICLR 2026Deep Global-sense Hard-negative Discriminative Generation Hashing for Cross-modal Retrieval
94. ICLR 2026DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively
95. ICLR 2026Deforming Videos to Masks: Flow Matching for Referring Video Segmentation
96. ICLR 2026DeLeaker: Dynamic Inference-Time Reweighting For Semantic Leakage Mitigation in Text-to-Image Models
97. ICLR 2026DeLiVR: Differential Spatiotemporal Lie Bias for Efficient Video Deraining
98. ICLR 2026Delving into Spectral Clustering with Vision-Language Representations
99. ICLR 2026Dens3R: A Foundation Model for 3D Geometry Prediction
100. ICLR 2026Depth Anything 3: Recovering the Visual Space from Any Views

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。