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 1,048 篇,第 19 / 21 页
- ICLR 2024DeepSPF: Spherical SO(3)-Equivariant Patches for Scan-to-CAD Estimation
- ICLR 2024Democratizing Fine-grained Visual Recognition with Large Language Models
- ICLR 2024Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction
- ICLR 2024DiffusionSat: A Generative Foundation Model for Satellite Imagery
- ICLR 2024Don't Judge by the Look: Towards Motion Coherent Video Representation
- ICLR 2024DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning
- ICLR 2024Dual Associated Encoder for Face Restoration
- ICLR 2024Dynamic Layer Tying for Parameter-Efficient Transformers
- ICLR 2024Dynamic Neural Response Tuning
- ICLR 2024ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models
- ICLR 2024Efficient Modulation for Vision Networks
- ICLR 2024Efficient Streaming Language Models with Attention Sinks
- ICLR 2024Elastic Feature Consolidation For Cold Start Exemplar-Free Incremental Learning
- ICLR 2024Energy-based Automated Model Evaluation
- ICLR 2024Enhanced Face Recognition using Intra-class Incoherence Constraint
- ICLR 2024Enhancing Neural Subset Selection: Integrating Background Information into Set Representations
- ICLR 2024Ensemble Distillation for Unsupervised Constituency Parsing
- ICLR 2024Exploring Effective Stimulus Encoding via Vision System Modeling for Visual Prostheses
- ICLR 2024Exploring Weight Balancing on Long-Tailed Recognition Problem
- ICLR 2024Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning?
- ICLR 2024FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs
- ICLR 2024Fast-ELECTRA for Efficient Pre-training
- ICLR 2024Fast, Expressive $\mathrm{SE}(n)$ Equivariant Networks through Weight-Sharing in Position-Orientation Space
- ICLR 2024FasterViT: Fast Vision Transformers with Hierarchical Attention
- ICLR 2024FeatUp: A Model-Agnostic Framework for Features at Any Resolution
- ICLR 2024Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification
- ICLR 2024From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
- ICLR 2024From Sparse to Soft Mixtures of Experts
- ICLR 2024Fully Hyperbolic Convolutional Neural Networks for Computer Vision
- ICLR 2024Functional Interpolation for Relative Positions improves Long Context Transformers
- ICLR 2024GAFormer: Enhancing Timeseries Transformers Through Group-Aware Embeddings
- ICLR 2024GIM: Learning Generalizable Image Matcher From Internet Videos
- ICLR 2024GIO: Gradient Information Optimization for Training Dataset Selection
- ICLR 2024GNeRP: Gaussian-guided Neural Reconstruction of Reflective Objects with Noisy Polarization Priors
- ICLR 2024H2O-SDF: Two-phase Learning for 3D Indoor Reconstruction using Object Surface Fields
- ICLR 2024Headless Language Models: Learning without Predicting with Contrastive Weight Tying
- ICLR 2024How to Fine-Tune Vision Models with SGD
- ICLR 2024ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering
- ICLR 2024Improved Probabilistic Image-Text Representations
- ICLR 2024Improving the Convergence of Dynamic NeRFs via Optimal Transport
- ICLR 2024Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images
- ICLR 2024Initializing Models with Larger Ones
- ICLR 2024InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules
- ICLR 2024iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
- ICLR 2024JointNet: Extending Text-to-Image Diffusion for Dense Distribution Modeling
- ICLR 2024Knowledge Fusion of Large Language Models
- ICLR 2024Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI
- ICLR 2024Learning Implicit Representation for Reconstructing Articulated Objects
- ICLR 2024Lie Group Decompositions for Equivariant Neural Networks
- ICLR 2024Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance
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。