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 7 / 21 页
- ICLR 2026Multiplayer Nash Preference Optimization
- ICLR 2026NAIPv2: Debiased Pairwise Learning for Efficient Paper Quality Estimation
- ICLR 2026Naming to Learn: Class Incremental Learning for Vision-Language Model with Unlabeled Data
- ICLR 2026Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning
- ICLR 2026Neural Compression of 3D Meshes using Sparse Implicit Representation
- ICLR 2026Neural Predictor-Corrector: Solving Homotopy Problems with Reinforcement Learning
- ICLR 2026NGS-Marker: Robust Native Watermarking for 3D Gaussian Splatting
- ICLR 2026No Pixel Left Behind: A Detail-Preserving Architecture for Robust High-Resolution AI-Generated Image Detection
- ICLR 2026Not All Clients Are Equal: Collaborative Model Personalization on Heterogeneous Multi-Modal Clients
- ICLR 2026NOVA3R: Non-pixel-aligned Visual Transformer for Amodal 3D Reconstruction
- ICLR 2026Nüwa: Mending the Spatial Integrity Torn by VLM Token Pruning
- ICLR 2026Object-Centric Refinement for Enhanced Zero-Shot Segmentation
- ICLR 2026OD$^3$: Optimization-free Dataset Distillation for Object Detection
- ICLR 2026ODE-GS: Latent ODEs for Dynamic Scene Extrapolation with 3D Gaussian Splatting
- ICLR 2026OmniCT: Towards a Unified Slice-Volume LVLM for Comprehensive CT Analysis
- ICLR 2026On the Generalization Capacities of MLLMs for Spatial Intelligence
- ICLR 2026One Patch Doesn’t Fit All: Adaptive Patching for Native-Resolution Multimodal Large Language Models
- ICLR 2026One step further with Monte-Carlo sampler to guide diffusion better
- ICLR 2026Online Navigation Refinement: Achieving Lane-Level Guidance by Associating Standard-Definition and Online Perception Maps
- ICLR 2026Open-Set Semantic Gaussian Splatting SLAM with Expandable Representation
- ICLR 2026OpenFly: A COMPREHENSIVE PLATFORM FOR AERIAL VISION-LANGUAGE NAVIGATION
- ICLR 2026ORCaS: Unsupervised Depth Completion via Occluded Region Completion as Supervision
- ICLR 2026OSCAR: Online Soft Compression for RAG
- ICLR 2026OVID: Open-Vocabulary Intrusion Detection
- ICLR 2026PAMDP: Interact to Persona Alignment via a Partially Observable Markov Decision Process
- ICLR 2026Panoptic Pairwise Distortion Graph
- ICLR 2026Parameterization-Based Dataset Distillation of 3D Point Clouds through Learnable Shape Morphing
- ICLR 2026Part-level Semantic-guided Contrastive Learning for Fine-grained Visual Classification
- ICLR 2026Part-X-MLLM: Part-aware 3D Multimodal Large Language Model
- ICLR 2026PartSAM: A Scalable Promptable Part Segmentation Model Trained on Native 3D Data
- ICLR 2026Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs
- ICLR 2026PatchRefiner V2: Fast and Lightweight Real-Domain High-Resolution Metric Depth Estimation
- ICLR 2026Path Matters: Unveiling Geometric Implicit Bias via Curvature-Aware Sparse View Optimization
- ICLR 2026PathChat-SegR1: Reasoning Segmentation in Pathology via SO-GRPO
- ICLR 2026Pay Attention to CTC: Fast and Robust Pseudo-Labelling for Unified Speech Recognition
- ICLR 2026PD$^{2}$GS: Part-Level Decoupling and Continuous Deformation of Articulated Objects via Gaussian Splatting
- ICLR 2026PEERING INTO THE UNKNOWN: ACTIVE VIEW SELECTION WITH NEURAL UNCERTAINTY MAPS FOR 3D RECONSTRUCTION
- ICLR 2026PERSONA: Dynamic and Compositional Inference-Time Personality Control via Activation Vector Algebra
- ICLR 2026Photon: Speedup Volume Understanding with Efficient Multimodal Large Language Models
- ICLR 2026Physically-Guided Optical Inversion Enable Non-Contact Side-Channel Attack on Isolated Screens
- ICLR 2026PhysLLM: Harnessing Large Language Models for Cross-Modal Remote Physiological Sensing
- ICLR 2026PI-Light: Physics-Inspired Diffusion for Full-Image Relighting
- ICLR 2026Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling
- ICLR 2026Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction
- ICLR 2026PixelVLA: Advancing Pixel-level Understanding in Vision-Language-Action Model
- ICLR 2026Play to Generalize: Learning to Reason Through Game Play
- ICLR 2026Point Prompting: Counterfactual Tracking with Video Diffusion Models
- ICLR 2026Point-Focused Attention Meets Context-Scan State Space: Robust Biological Visual Perception for Point Cloud Representation
- ICLR 2026Point-UQ: An Uncertainty-Quantification Paradigm for Point Cloud Few-Shot Class Incremental Learning
- ICLR 2026Point2RBox-v3: Self-Bootstrapping from Point Annotations via Integrated Pseudo-Label Refinement and Utilization
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。