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 152 篇，第 2 / 4 页

51. ICLR 2024From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
52. ICLR 2024From Sparse to Soft Mixtures of Experts
53. ICLR 2024Fully Hyperbolic Convolutional Neural Networks for Computer Vision
54. ICLR 2024Functional Interpolation for Relative Positions improves Long Context Transformers
55. ICLR 2024GAFormer: Enhancing Timeseries Transformers Through Group-Aware Embeddings
56. ICLR 2024GIM: Learning Generalizable Image Matcher From Internet Videos
57. ICLR 2024GIO: Gradient Information Optimization for Training Dataset Selection
58. ICLR 2024GNeRP: Gaussian-guided Neural Reconstruction of Reflective Objects with Noisy Polarization Priors
59. ICLR 2024H2O-SDF: Two-phase Learning for 3D Indoor Reconstruction using Object Surface Fields
60. ICLR 2024Headless Language Models: Learning without Predicting with Contrastive Weight Tying
61. ICLR 2024How to Fine-Tune Vision Models with SGD
62. ICLR 2024ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering
63. ICLR 2024Improved Probabilistic Image-Text Representations
64. ICLR 2024Improving the Convergence of Dynamic NeRFs via Optimal Transport
65. ICLR 2024Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images
66. ICLR 2024Initializing Models with Larger Ones
67. ICLR 2024InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules
68. ICLR 2024iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
69. ICLR 2024JointNet: Extending Text-to-Image Diffusion for Dense Distribution Modeling
70. ICLR 2024Knowledge Fusion of Large Language Models
71. ICLR 2024Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI
72. ICLR 2024Learning Implicit Representation for Reconstructing Articulated Objects
73. ICLR 2024Lie Group Decompositions for Equivariant Neural Networks
74. ICLR 2024Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance
75. ICLR 2024Listen, Think, and Understand
76. ICLR 2024LRM: Large Reconstruction Model for Single Image to 3D
77. ICLR 2024LUM-ViT: Learnable Under-sampling Mask Vision Transformer for Bandwidth Limited Optical Signal Acquisition
78. ICLR 2024MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning
79. ICLR 2024Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks
80. ICLR 2024Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching
81. ICLR 2024Matrix Manifold Neural Networks++
82. ICLR 2024MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models
83. ICLR 2024Mixture of LoRA Experts
84. ICLR 2024Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models
85. ICLR 2024MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
86. ICLR 2024MOFI: Learning Image Representations from Noisy Entity Annotated Images
87. ICLR 2024MovingParts: Motion-based 3D Part Discovery in Dynamic Radiance Field
88. ICLR 2024NECO: NEural Collapse Based Out-of-distribution detection
89. ICLR 2024Negative Label Guided OOD Detection with Pretrained Vision-Language Models
90. ICLR 2024Neural Field Classifiers via Target Encoding and Classification Loss
91. ICLR 2024Neural Polynomial Gabor Fields for Macro Motion Analysis
92. ICLR 2024Neural Processing of Tri-Plane Hybrid Neural Fields
93. ICLR 2024Neural SDF Flow for 3D Reconstruction of Dynamic Scenes
94. ICLR 2024NeurRev: Train Better Sparse Neural Network Practically via Neuron Revitalization
95. ICLR 2024Node2ket: Efficient High-Dimensional Network Embedding in Quantum Hilbert Space
96. ICLR 2024NOLA: Compressing LoRA using Linear Combination of Random Basis
97. ICLR 2024On Adversarial Training without Perturbing all Examples
98. ICLR 2024On the hardness of learning under symmetries
99. ICLR 2024OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
100. ICLR 2024Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD 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。