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 246 篇，第 2 / 5 页

51. CVPR 2026SCoRe Salience-Coverage Reduction for Vision Token Pruning in Vision-Language Models
52. CVPR 2026SIF Semantically In-Distribution Fingerprints for Large Vision-Language Models
53. CVPR 2026SineProject Machine Unlearning for Stable Vision-Language Alignment
54. CVPR 2026StructXLIP Enhancing Vision-language Models with Multimodal Structural Cues
55. CVPR 2026Synthesizing Visual Concepts as Vision-Language Programs
56. CVPR 2026TIPSv2 Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment
57. CVPR 2026Towards Calibrating Prompt Tuning of Vision- Language Models
58. CVPR 2026Towards Highly Transferable Vision-Language Attack via Semantic-Augmented Dynamic Contrastive Interaction
59. CVPR 2026Towards Knowledge-augmented Bayesian Deep Learning For Computer Vision
60. CVPR 2026TransPrune Token Transition Pruning for Efficient Large Vision-Language Model
61. CVPR 2026VISion On Request Enhanced VLLM efficiency with sparse dynamically selected
62. CVPR 2026Vision-Oriented Lightweight Neural Architecture Search with Budget-Adaptive Evaluation
63. CVPR 2026VL-Eraser Vacuum Distillation for Machine Unlearning in Vision-Language Models
64. CVPR 2026VL-RouterBench A Benchmark for Vision-Language Model Routing
65. CVPR 2026White-Balance First Adjust Later Cross-Camera Color Constancy via Vision-Language Evaluation
66. CVPR 2026ZOO-Prune Training-Free Token Pruning via Zeroth-Order Gradient Estimation in Vision-Language
67. CVPR 20252DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification
68. CVPR 2025Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Large Model Enhancement
69. CVPR 2025Anyattack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models
70. CVPR 2025Attention IoU: Examining Biases in CelebA using Attention Maps
71. CVPR 2025Bayesian Test-Time Adaptation for Vision-Language Models
72. CVPR 2025BHViT: Binarized Hybrid Vision Transformer
73. CVPR 2025BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models
74. CVPR 2025Can Large Vision-Language Models Correct Semantic Grounding Errors By Themselves?
75. CVPR 2025Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks
76. CVPR 2025Chain of Semantics Programming in 3D Gaussian Splatting Representation for 3D Vision Grounding
77. CVPR 2025Conical Visual Concentration for Efficient Large Vision-Language Models
78. CVPR 2025CoSpace: Benchmarking Continuous Space Perception Ability for Vision-Language Models
79. CVPR 2025DeepCompress-ViT: Rethinking Model Compression to Enhance Efficiency of Vision Transformers at the Edge
80. CVPR 2025Do Computer Vision Foundation Models Learn the Low-level Characteristics of the Human Visual System?
81. CVPR 2025Document Haystacks: Vision-Language Reasoning Over Piles of 1000+ Documents
82. CVPR 2025DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models
83. CVPR 2025DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition
84. CVPR 2025EchoMatch: Partial-to-Partial Shape Matching via Correspondence Reflection
85. CVPR 2025EfficientLLaVA: Generalizable Auto-Pruning for Large Vision-language Models
86. CVPR 2025Embodied Scene Understanding for Vision Language Models via MetaVQA
87. CVPR 2025Empowering Large Language Models with 3D Situation Awareness
88. CVPR 2025ESCAPE: Equivariant Shape Completion via Anchor Point Encoding
89. CVPR 2025Explaining in Diffusion: Explaining a Classifier with Diffusion Semantics
90. CVPR 2025Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass
91. CVPR 2025FastVLM: Efficient Vision Encoding for Vision Language Models
92. CVPR 2025From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport
93. CVPR 2025Geometry Field Splatting with Gaussian Surfels
94. CVPR 2025Gromov-Wasserstein Problem with Cyclic Symmetry
95. CVPR 2025HalLoc: Token-level Localization of Hallucinations for Vision Language Models
96. CVPR 2025HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models
97. CVPR 2025HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding
98. CVPR 2025Hypergraph Vision Transformers: Images are More than Nodes, More than Edges
99. CVPR 2025It's a (Blind) Match! Towards Vision-Language Correspondence without Parallel Data
100. CVPR 2025LaVin-DiT: Large Vision Diffusion Transformer

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。