应用 · computer vision论文趋势 2023–2026
应用方向：computer_vision
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 2,538 篇被归入该主题的论文。
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。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 34 | 20 | 8 | 44 | 106 |
| 2024 | 89 | 152 | 25 | 68 | 334 |
| 2025 | 165 | 338 | 201 | 68 | 772 |
| 2026 | 168 | 538 | 554 | 66 | 1,326 |
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 2,538 篇，第 4 / 51 页
- ICLR 2026DA$^{2}$: Depth Anything in Any Direction
- ICLR 2026Dancing in Chains: Strategic Persuasion in Academic Rebuttal via Theory of Mind
- ICLR 2026Dataset Color Quantization: A Training-Oriented Framework for Dataset-Level Compression
- ICLR 2026DaVinci: Reinforcing Visual-Structural Syntax in MLLMs for Generalized Scientific Diagram Parsing
- ICLR 2026DeAltHDR: Learning HDR Video Reconstruction from Degraded Alternating Exposure Sequences
- ICLR 2026DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning
- ICLR 2026Declarative Audio Editing with Audio Language Model
- ICLR 2026Decomposed Attention Fusion in MLLMs for Training-free Video Reasoning Segmentation
- ICLR 2026Deep Global-sense Hard-negative Discriminative Generation Hashing for Cross-modal Retrieval
- ICLR 2026DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively
- ICLR 2026Deforming Videos to Masks: Flow Matching for Referring Video Segmentation
- ICLR 2026DeLeaker: Dynamic Inference-Time Reweighting For Semantic Leakage Mitigation in Text-to-Image Models
- ICLR 2026DeLiVR: Differential Spatiotemporal Lie Bias for Efficient Video Deraining
- ICLR 2026Delving into Spectral Clustering with Vision-Language Representations
- ICLR 2026Dens3R: A Foundation Model for 3D Geometry Prediction
- ICLR 2026Depth Anything 3: Recovering the Visual Space from Any Views
- ICLR 2026Depth Anything with Any Prior
- ICLR 2026Designing Affine-Invariant Neural Networks for Photometric Corruption Robustness and Generalization
- ICLR 2026Detecting Misbehaviors of Large Vision-Language Models by Evidential Uncertainty Quantification
- ICLR 2026Detective SAM: Adaptive AI-Image Forgery Localization
- ICLR 2026DETR-ViP: Detection Transformer with Robust Discriminative Visual Prompts
- ICLR 2026DiffAdapt: Difficulty-Adaptive Reasoning for Token-Efficient LLM Inference
- ICLR 2026DiffPBR: Point-Based Rendering via Spatial-Aware Residual Diffusion
- ICLR 2026DiffTrans: Differentiable Geometry-Materials Decomposition for Reconstructing Transparent Objects
- ICLR 2026DiffuDETR: Rethinking Detection Transformers with Diffusion Process
- ICLR 2026DiffVax: Optimization-Free Image Immunization Against Diffusion-Based Editing
- ICLR 2026DiMeR: Disentangled Mesh Reconstruction Model with Normal-only Geometry Training
- ICLR 2026DISCO: Diversifying Sample Condensation for Accelerating Model Evaluation
- ICLR 2026Discrete Diffusion for Bundle Construction
- ICLR 2026Disentangling the Factors of Convergence between Brains and Computer Vision Models
- ICLR 2026DispViT: Direct Stereo Disparity Regression with a Single-Stream Vision Transformer
- ICLR 2026Distractor-free Generalizable 3D Gaussian Splatting
- ICLR 2026Diverse Text Decoding via Iterative Reweighting
- ICLR 2026Does FLUX Already Know How to Perform Physically Plausible Image Composition?
- ICLR 2026Domain Expansion: A Latent Space Construction Framework for Multi-Task Learning
- ICLR 2026DreamSwapV: Mask-guided Subject Swapping for Any Customized Video Editing
- ICLR 2026DTO-KD: Dynamic Trade-off Optimization for Effective Knowledge Distillation
- ICLR 2026Durian: Dual Reference Image-Guided Portrait Animation with Attribute Transfer
- ICLR 2026DVD-Quant: Data-free Video Diffusion Transformers Quantization
- ICLR 2026Dynamic Early Exit in Reasoning Models
- ICLR 2026Dynamic Multimodal Activation Steering for Hallucination Mitigation in Large Vision-Language Models
- ICLR 2026Dynamic Novel View Synthesis in High Dynamic Range
- ICLR 2026Dynamic Texture Modeling of 3D Clothed Gaussian Avatars from a Single Video
- ICLR 2026EA3D: Event-Augmented 3D Diffusion for Generalizable Novel View Synthesis
- ICLR 2026Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents
- ICLR 2026EAST: Early Action Prediction Sampling Strategy with Token Masking
- ICLR 2026EdgeCape: Edge Weight Prediction For Category-Agnostic Pose Estimation
- ICLR 2026EditScore: Unlocking Online RL for Image Editing via High-Fidelity Reward Modeling
- ICLR 2026Efficient Agent Training for Computer Use
- ICLR 2026Efficient algorithms for Incremental Metric Bipartite Matching
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
用 paperlist 查应用 · computer vision在 ICLR 2023–2026 的论文趋势，哪一年涨得最快？
AI 会调用的工具：get_topic_stats {"topic": "app-computer-vision"}
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。