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 554 篇，第 2 / 12 页

51. ICML 2026Beyond Single-View Indexing: Structure-Aware Multi-View Retrieval for Knowledge-Based VQA
52. ICML 2026Beyond Static Allocation: Dynamic Sensitivity-Aware Fine-Tuning for Vision Transformers
53. ICML 2026Beyond Unidirectional Bias: Reciprocal Perspective Calibration in Scene Graph Generation
54. ICML 2026Beyond VLM-Based Rewards: Diffusion-Native Latent Reward Modeling
55. ICML 2026Bio-Vision-Inspired Spiking Neural Networks for Object Detection with Event Cameras
56. ICML 2026BiRQA: Bidirectional Robust Quality Assessment for Images
57. ICML 2026Blocking the Leakage: Manifold-Aware Gradient Projection for Long-Horizon Test-Time Adaptation
58. ICML 2026Boost the Identity-Preserving Embedding for Consistent Visual Generation
59. ICML 2026Boosting Monocular Metric Depth Estimation via Bokeh Rendering
60. ICML 2026Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing
61. ICML 2026Breaking Dual Bottlenecks: Evolving Unified Multimodal Models into Self-Adaptive Interleaved Visual Reasoners
62. ICML 2026Breaking Manifold Continuity: Vector Quantized Modeling for Real-Centric Deepfake Detection
63. ICML 2026Breaking the Synthetic-Real Domain Shortcut for Training-Free Generative Replay-based Class Incremental Learning
64. ICML 2026Bridging RGB and RAW: Single-step Deterministic Flow with Homogeneous Representation Alignment
65. ICML 2026Bridging the Perceptual Gap: Residual-Enhanced Downscaling and Manifold-Aware Perception Alignment Adaptation for NR-IQA
66. ICML 2026Bridging Tokens and Geometry: Token-wise 3D Supervision for CAD Generation
67. ICML 2026Bridging Your Imagination with Audio-Video Generation via a Unified Director
68. ICML 2026Bring Future Vision: Dynamic Computation Allocation Guided by Lightweight Feature Forecaster
69. ICML 2026Butterworth as Attention: Anisotropic Spectral Gating for Pansharpening
70. ICML 2026BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception
71. ICML 2026CACR: Reinforcing Temporal Answer Grounding in Instructional Video via Candidate-Aware Causal Reasoning
72. ICML 2026CADFit: Precise Mesh-to-CAD Program Generation with Hybrid Optimization
73. ICML 2026Calibrated Knowledge Aggregation in Bayesian Mixture-of-Experts for Continual VQA
74. ICML 2026Can VLMs Diagnose and Recover from VLA Manipulation Faults?
75. ICML 2026Can We Build a Monolithic Model for Fake Image Detection? SICA: Semantic-Induced Constrained Adaptation for Unified-Yet-Discriminative Artifact Feature Space Reconstruction
76. ICML 2026CAST: Modeling Visual State Transitions for Consistent Video Retrieval
77. ICML 2026CauseCollab: Causal Unified and Modality-Agnostic Network for Heterogeneous Collaborative Perception
78. ICML 2026Cello: A Universal Cell-wise Feature Aggregation framework for Reliable Pathology Images Analysis
79. ICML 2026ChartE$^{3}$: A Comprehensive Benchmark for End-to-End Chart Editing
80. ICML 2026CLEAR: Context-Aware Learning with End-to-End Mask-Free Inference for Adaptive Video Subtitle Removal
81. ICML 2026CLIP Tricks You: Training-free Token Pruning for Efficient Pixel Grounding in Large Vision-Language Models
82. ICML 2026CoCoEdit: Content-Consistent Image Editing via Region Regularized Reinforcement Learning
83. ICML 2026CoD-Lite: Real-Time Diffusion-Based Generative Image Compression
84. ICML 2026Code2Video: A Code-centric Paradigm for Educational Video Creation
85. ICML 2026Code2Worlds: Empowering Coding LLMs for 4D World Generation
86. ICML 2026CodeMamba: Shifting from Target Semantics to Self-Supervised Background Manifold Learning for Singularity Detection in Infrared Sequences
87. ICML 2026CODiff: One-Step Diffusion Model for Camouflaged Object Detection
88. ICML 2026CoGeoAD: Hierarchical Color-Geometric Fusion with Multi-View Attention for Zero-Shot 3D Anomaly Detection
89. ICML 2026Coloring the Noise: Adversarial Sobolev Alignment for Faithful Image Super Resolution
90. ICML 2026Comp-Attn: Present-and-Align Attention for Compositional Video Generation
91. ICML 2026Concept Removal Guidance: Evidence-Calibrated Negative Guidance for Safe Diffusion Sampling
92. ICML 2026Condition Number Based Low-Bit Quantization for Image Super-Resolution
93. ICML 2026Context Forcing: Consistent Autoregressive Video Generation with Long Context
94. ICML 2026Contextualized Visual Personalization in Vision-Language Models
95. ICML 2026Continual GUI Agents
96. ICML 2026Continual Segmentation under Joint Nonstationarity
97. ICML 2026Continuous Viewpoint Adaptation for Single View 3D Object Reconstruction
98. ICML 2026Correspondence Cognitive Learning for Multi-Modal Object Re-Identification
99. ICML 2026Counterfactual Occlusion-Aware Learning via Visibility Intervention for LiDAR Anomaly Detection
100. ICML 2026CoverPruneGS: Coverage-Preserving Structured Pruning for Hierarchical 3D Gaussian Splatting from Sparse-View Monocular Videos

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。