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 1,326 篇，第 16 / 27 页
- ICML 2026E²I-VRWKV: Explicit EPI-Representation and Interaction-Aware Vision-RWKV for Light Field Semantic Segmentation
- ICML 2026EARL: Towards a Unified Analysis-Guided Reinforcement Learning Framework for Egocentric Interaction Reasoning and Pixel Grounding
- ICML 2026EEmo-Logic: A Unified Dataset and Multi-Stage Framework for Comprehensive Image-Evoked Emotion Assessment
- ICML 2026Efficient Generative Modeling beyond Memoryless Diffusion via Adjoint Schrödinger Bridge Matching
- ICML 2026Efficient Learned Image Compression without Entropy Coding
- ICML 2026Elastic Diffusion Transformer
- ICML 2026EmWorld: Emotion World Model with Latent State Evolution for Scenario-Incremental Dynamic Facial Expression Recognition
- ICML 2026Enhanced Latent-Space Adversarial Training for Super-Resolution
- ICML 2026Enhancing Multi-Modal LLMs Reasoning via Difficulty-Aware Group Normalization
- ICML 2026EPiC: Efficient Video Camera Control Learning with Precise Anchor-Video Guidance
- ICML 2026EPS3D: End-to-End Feed-Forward 3D Panoptic Segmentation
- ICML 2026Equivariant Latent Alignment via Flow Matching under Group Symmetries
- ICML 2026Escaping the Diversity Trap in Robotic Manipulation via Anchor-Centric Adaptation
- ICML 2026EvReflection: Event-Driven Micro-Dynamics for Reflection Removal
- ICML 2026ExpAlign: Expectation-Guided Vision–Language Alignment for Open-Vocabulary Grounding
- ICML 2026Expandable, Compressible, Mineable: Open-World Thermal Infrared Image Restoration
- ICML 2026Explainable Forensics of Manipulated Segments in Untrimmed Long Videos
- ICML 2026Expo-GS: Exposure-Aware Signed Distance Function in Gaussian Splatting for High Dynamic Range
- ICML 2026FAIL: Flow Matching Adversarial Imitation Learning for Image Generation
- ICML 2026Fast-SAM3D: 3Dfy Anything in Images but Faster
- ICML 2026FastSESR: Fast Scene-level Explicit Surface Reconstruction
- ICML 2026Feature Collapse Under Corruption: An Entropy Perspective on Robust Neural Networks
- ICML 2026Find, Fix, Reason: Context Repair for Video Reasoning
- ICML 2026FiSeR: Fine-Grained Source Representations for Cross-Domain AI Image Detection
- ICML 2026Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization
- ICML 2026FlowCloud: Learning Continuous Spatiotemporal Dynamics from Unpaired Sparse Point Cloud Snapshots
- ICML 2026FlowNar: Scalable Streaming Narration for Long-Form Videos
- ICML 2026FlowSeg: Dynamic Semantic Guidance for LLM-Conditioned Segmentation
- ICML 2026Focus, Align, and Sustain: Counteracting Gradient Dilution in Incremental Object Detection
- ICML 2026FOCUS: Forcing In-Context Object Localization through Visual Support Constraints and Policy Optimization
- ICML 2026Foreground-Aware Token Routing Vision Transformer for Real-Time Satellite Video Tracking
- ICML 2026Foresee-to-Ground: From Predictive Temporal Perception to Evidence-Driven Reasoning for Video Temporal Grounding
- ICML 2026Formalizing the Binding Problem
- ICML 2026Formally Exploring Visual Anomaly Detection Evaluation Metrics
- ICML 2026FOVI: A biologically-inspired foveated interface for deep vision models
- ICML 2026FrameOracle: Learning What to See and How Much to See in Videos
- ICML 2026FreeRet: MLLMs as Training-Free Retrievers
- ICML 2026FreeText: Training-Free Text Rendering via Attention Localization and Spectral Glyph Injection
- ICML 2026Frequency-Aware Perceptual Optimization for Low-Complexity Implicit Image Compression
- ICML 2026From 2D Grids to 1D Tokens: Reforming Shared Representations for Multimodal Image Fusion
- ICML 2026From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models
- ICML 2026From Coarse to Fine: Deep Prototype Refinement Network for Few-Shot Point Cloud Semantic Segmentation
- ICML 2026From Correspondence to Actions: Human-Like Multi-Image Spatial Reasoning in Multi-modal Large Language Models
- ICML 2026From Feasible to Practical: Pareto-Optimal Synthesis Planning
- ICML 2026From Inpainting to Editing: Unlocking Robust Mask-Free Visual Dubbing via Generative Bootstrapping
- ICML 2026From Perception to Planning: Evolving Ego-Centric Task-Oriented Spatiotemporal Reasoning via Curriculum Learning
- ICML 2026FS-I2P: A Hierarchical Focus–Sweep Registration Network with Dynamically Allocated Depth
- ICML 2026Fully Zero-Shot Image Dehazing
- ICML 2026FUSE: Frequency-domain Unification and Spectral Energy Alignment for Multi-modal Object Re-Identification
- ICML 2026FUSE: Quantifying Uncertainty in Vision-Language Models by Bayesian Fusing Epistemic and Aleatoric Uncertainty
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。