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 7 / 51 页
- ICLR 2026Large Depth Completion Model from Sparse Observations
- ICLR 2026LaVCa: LLM-assisted Visual Cortex Captioning
- ICLR 2026Learnable Fractional Superlets with a Spectro-Temporal Emotion Encoder for Speech Emotion Recognition
- ICLR 2026Learnable Sparsity for Vision Generative Models
- ICLR 2026LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models
- ICLR 2026Learning Brain Representation with Hierarchical Visual Embeddings
- ICLR 2026Learning Concept Bottleneck Models from Mechanistic Explanations
- ICLR 2026Learning Domain-Aware Task Prompt Representations for Multi-Domain All-in-One Image Restoration
- ICLR 2026Learning Facts at Scale with Active Reading
- ICLR 2026Learning Heterogeneous Degradation Representation for Real-World Super-Resolution
- ICLR 2026Learning Hierarchical and Geometry-Aware Graph Representations for Text-to-CAD
- ICLR 2026Learning Retrieval Models with Sparse Autoencoders
- ICLR 2026Learning to Reason for Hallucination Span Detection
- ICLR 2026Learning to Summarize by Learning to Quiz: Adversarial Agentic Collaboration for Long Document Summarization
- ICLR 2026LearnPruner: Rethinking Attention-based Token Pruning in Vision Language Models
- ICLR 2026LEGATO: Large-scale End-to-end Generalizable Approach to Typeset OMR
- ICLR 2026Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting
- ICLR 2026LiFR-Seg: Anytime High-Frame-Rate Segmentation via Event-Guided Propagation
- ICLR 2026Light of Normals: Unified Feature Representation for Universal Photometric Stereo
- ICLR 2026Lightweight Spatio-Temporal Modeling via Temporally Shifted Distillation for Real-Time Accident Anticipation
- ICLR 2026LiTo: Surface Light Field Tokenization
- ICLR 2026LiveMoments: Reselected Key Photo Restoration in Live Photos via Reference-guided Diffusion
- ICLR 2026LLaVA-4D: Embedding SpatioTemporal Prompt into LMMs for 4D Scene Understanding
- ICLR 2026LLM2Fx-Tools: Tool Calling for Music Post-Production
- ICLR 2026Loc$^{2}$: Interpretable Cross-View Localization via Depth-Lifted Local Feature Matching
- ICLR 2026LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing
- ICLR 2026Lossy Common Information in a Learnable Gray-Wyner Network
- ICLR 2026Low-Latency Neural LiDAR Compression with 2D Context Models
- ICLR 2026Low-Pass Filtering Improves Behavioral Alignment of Vision Models
- ICLR 2026LSA: Layer-wise Sparsity Allocation for Large Language Model Pruning Based on Minimal Linear Reconstruction Error
- ICLR 2026LucidFlux: Caption-Free Universal Image Restoration via a Large-Scale Diffusion Transformer
- ICLR 2026LVTINO: LAtent Video consisTency INverse sOlver for High Definition Video Restoration
- ICLR 2026Mango-GS: Enhancing Spatio-Temporal Consistency in Dynamic Scenes Reconstruction using Multi-Frame Node-Guided 4D Gaussian Splatting
- ICLR 2026MARS - A Foundational Map Auto-Regressor
- ICLR 2026MARS-Sep: Multimodal-Aligned Reinforced Sound Separation
- ICLR 2026MASAM: Multimodal Adaptive Sharpness-Aware Minimization for Heterogeneous Data Fusion
- ICLR 2026MASS: MoErging through Adaptive Subspace Selection
- ICLR 2026Matting Anything 2: Towards Video Matting for Anything
- ICLR 2026Measure Twice, Cut Once: A Semantic-Oriented Approach to Video Temporal Localization with Video LLMs
- ICLR 2026MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow
- ICLR 2026MedGMAE: Gaussian Masked Autoencoders for Medical Volumetric Representation Learning
- ICLR 2026MEGS^{2}: Memory-Efficient Gaussian Splatting via Spherical Gaussians and Unified Pruning
- ICLR 2026Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba
- ICLR 2026Memento: Toward an All-Day Proactive Assistant for Ultra-Long Streaming Video
- ICLR 2026Mesh Splatting for End-to-end Multiview Surface Reconstruction
- ICLR 2026Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering
- ICLR 2026MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction
- ICLR 2026MIAM: Modality Imbalance-Aware Masking for Multimodal Ecological Applications
- ICLR 2026MicroVerse: A Preliminary Exploration Toward a Micro-World Simulation
- ICLR 2026Mitigating Hallucination in Vision-Language Model with Depth and Spatial-aware Key-Value Refinement
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。