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 165 篇，第 3 / 4 页

101. NeurIPS 2025NerfBaselines: Consistent and Reproducible Evaluation of Novel View Synthesis Methods
102. NeurIPS 2025OCTDiff: Bridged Diffusion Model for Portable OCT Super-Resolution and Enhancement
103. NeurIPS 2025One Token per Highly Selective Frame: Towards Extreme Compression for Long Video Understanding
104. NeurIPS 2025Optimize the Unseen - Fast NeRF Cleanup with Free Space Prior
105. NeurIPS 2025Orientation Matters: Making 3D Generative Models Orientation-Aligned
106. NeurIPS 2025OrthoLoC: UAV 6-DoF Localization and Calibration Using Orthographic Geodata
107. NeurIPS 2025PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding
108. NeurIPS 2025PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding
109. NeurIPS 2025PlanarGS: High-Fidelity Indoor 3D Gaussian Splatting Guided by Vision-Language Planar Priors
110. NeurIPS 2025Polyline Path Masked Attention for Vision Transformer
111. NeurIPS 2025PolyPose: Deformable 2D/3D Registration via Polyrigid Transformations
112. NeurIPS 2025PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation
113. NeurIPS 2025Projective Equivariant Networks via Second-order Fundamental Differential Invariants
114. NeurIPS 2025Promptable 3-D Object Localization with Latent Diffusion Models
115. NeurIPS 2025Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models
116. NeurIPS 2025Quantum Doubly Stochastic Transformers
117. NeurIPS 2025Rare Text Semantics Were Always There in Your Diffusion Transformer
118. NeurIPS 2025Recognition through Reasoning: Reinforcing Image Geo-localization with Large Vision-Language Models
119. NeurIPS 2025Reframing Gaussian Splatting Densification with Complexity-Density Consistency of Primitives
120. NeurIPS 2025Rig3R: Rig-Aware Conditioning and Discovery for 3D Reconstruction
121. NeurIPS 2025RobIA: Robust Instance-aware Continual Test-time Adaptation for Deep Stereo
122. NeurIPS 2025Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models
123. NeurIPS 2025Scalable Evaluation and Neural Models for Compositional Generalization
124. NeurIPS 2025scSplit: Bringing Severity Cognizance to Image Decomposition in Fluorescence Microscopy
125. NeurIPS 2025Seeing in the Dark: Benchmarking Egocentric 3D Vision with the Oxford Day-and-Night Dataset
126. NeurIPS 2025Seeing the Wind from a Falling Leaf
127. NeurIPS 2025SeePhys: Does Seeing Help Thinking? – Benchmarking Vision-Based Physics Reasoning
128. NeurIPS 2025SegMASt3R: Geometry Grounded Segment Matching
129. NeurIPS 2025seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models
130. NeurIPS 2025Spatial Understanding from Videos: Structured Prompts Meet Simulation Data
131. NeurIPS 2025Spiking Neural Networks Need High-Frequency Information
132. NeurIPS 2025SPINT: Spatial Permutation-Invariant Neural Transformer for Consistent Intracortical Motor Decoding
133. NeurIPS 2025SSR: Enhancing Depth Perception in Vision-Language Models via Rationale-Guided Spatial Reasoning
134. NeurIPS 2025Statistics Caching Test-Time Adaptation for Vision-Language Models
135. NeurIPS 2025T-norm Selection for Object Detection in Autonomous Driving with Logical Constraints
136. NeurIPS 2025Taccel: Scaling Up Vision-based Tactile Robotics via High-performance GPU Simulation
137. NeurIPS 2025Talk2Event: Grounded Understanding of Dynamic Scenes from Event Cameras
138. NeurIPS 2025Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation
139. NeurIPS 2025The Narrow Gate: Localized Image-Text Communication in Native Multimodal Models
140. NeurIPS 2025Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions
141. NeurIPS 2025THUNDER: Tile-level Histopathology image UNDERstanding benchmark
142. NeurIPS 2025Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding
143. NeurIPS 2025Torch-Uncertainty: Deep Learning Uncertainty Quantification
144. NeurIPS 2025Toward Human Deictic Gesture Target Estimation
145. NeurIPS 2025Towards Building Model/Prompt-Transferable Attackers against Large Vision-Language Models
146. NeurIPS 2025Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery
147. NeurIPS 2025Towards Generalizable 3D Human Pose Estimation via Ensembles on Flat Loss Landscapes
148. NeurIPS 2025Towards Irreversible Attack: Fooling Scene Text Recognition via Multi-Population Coevolution Search
149. NeurIPS 2025Track3R: Joint Point Map and Trajectory Prior for Spatiotemporal 3D Understanding
150. NeurIPS 2025TrackingWorld: World-centric Monocular 3D Tracking of Almost All Pixels

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。