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 538 篇，第 3 / 11 页

101. ICLR 2026Depth Anything with Any Prior
102. ICLR 2026Designing Affine-Invariant Neural Networks for Photometric Corruption Robustness and Generalization
103. ICLR 2026Detecting Misbehaviors of Large Vision-Language Models by Evidential Uncertainty Quantification
104. ICLR 2026Detective SAM: Adaptive AI-Image Forgery Localization
105. ICLR 2026DETR-ViP: Detection Transformer with Robust Discriminative Visual Prompts
106. ICLR 2026DiffAdapt: Difficulty-Adaptive Reasoning for Token-Efficient LLM Inference
107. ICLR 2026DiffPBR: Point-Based Rendering via Spatial-Aware Residual Diffusion
108. ICLR 2026DiffTrans: Differentiable Geometry-Materials Decomposition for Reconstructing Transparent Objects
109. ICLR 2026DiffuDETR: Rethinking Detection Transformers with Diffusion Process
110. ICLR 2026DiffVax: Optimization-Free Image Immunization Against Diffusion-Based Editing
111. ICLR 2026DiMeR: Disentangled Mesh Reconstruction Model with Normal-only Geometry Training
112. ICLR 2026DISCO: Diversifying Sample Condensation for Accelerating Model Evaluation
113. ICLR 2026Discrete Diffusion for Bundle Construction
114. ICLR 2026Disentangling the Factors of Convergence between Brains and Computer Vision Models
115. ICLR 2026DispViT: Direct Stereo Disparity Regression with a Single-Stream Vision Transformer
116. ICLR 2026Distractor-free Generalizable 3D Gaussian Splatting
117. ICLR 2026Diverse Text Decoding via Iterative Reweighting
118. ICLR 2026Does FLUX Already Know How to Perform Physically Plausible Image Composition?
119. ICLR 2026Domain Expansion: A Latent Space Construction Framework for Multi-Task Learning
120. ICLR 2026DreamSwapV: Mask-guided Subject Swapping for Any Customized Video Editing
121. ICLR 2026DTO-KD: Dynamic Trade-off Optimization for Effective Knowledge Distillation
122. ICLR 2026Durian: Dual Reference Image-Guided Portrait Animation with Attribute Transfer
123. ICLR 2026DVD-Quant: Data-free Video Diffusion Transformers Quantization
124. ICLR 2026Dynamic Early Exit in Reasoning Models
125. ICLR 2026Dynamic Multimodal Activation Steering for Hallucination Mitigation in Large Vision-Language Models
126. ICLR 2026Dynamic Novel View Synthesis in High Dynamic Range
127. ICLR 2026Dynamic Texture Modeling of 3D Clothed Gaussian Avatars from a Single Video
128. ICLR 2026EA3D: Event-Augmented 3D Diffusion for Generalizable Novel View Synthesis
129. ICLR 2026Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents
130. ICLR 2026EAST: Early Action Prediction Sampling Strategy with Token Masking
131. ICLR 2026EdgeCape: Edge Weight Prediction For Category-Agnostic Pose Estimation
132. ICLR 2026EditScore: Unlocking Online RL for Image Editing via High-Fidelity Reward Modeling
133. ICLR 2026Efficient Agent Training for Computer Use
134. ICLR 2026Efficient algorithms for Incremental Metric Bipartite Matching
135. ICLR 2026Efficient Resource-Constrained Training of Transformers via Subspace Optimization
136. ICLR 2026Efficient Test-Time Scaling for Small Vision-Language Models
137. ICLR 2026Efficient-LVSM: Faster, Cheaper, and Better Large View Synthesis Model via Decoupled Co-Refinement Attention
138. ICLR 2026EgoHandICL: Egocentric 3D Hand Reconstruction with In-Context Learning
139. ICLR 2026EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark
140. ICLR 2026EgoWorld: Translating Exocentric View to Egocentric View using Rich Exocentric Observations
141. ICLR 2026Embodied Agents Meet Personalization: Investigating Challenges and Solutions Through the Lens of Memory Utilization
142. ICLR 2026EMBridge: Enhancing Gesture Generalization from EMG Signals Through Cross-modal Representation Learning
143. ICLR 2026Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking
144. ICLR 2026Empowering Small VLMs to Think with Dynamic Memorization and Exploration
145. ICLR 2026Enabling True Global Perception in State Space Models for Visual Tasks
146. ICLR 2026Enabling Your Forensic Detector Know How Well It Performs on Distorted Samples
147. ICLR 2026Enhancing Learning with Noisy Labels via Rockafellian Relaxation
148. ICLR 2026Enhancing Vision Transformers for Object Detection via Context-Aware Token Selection and Packing
149. ICLR 2026Equivariant Splitting: Self-supervised learning from incomplete data
150. ICLR 2026Estimating Semantic Alphabet Size for LLM Uncertainty Quantification

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。