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 14 / 51 页
- ICML 2026Beyond Blind Noising: Disentangled Visual Rectification for Hallucination Mitigation in MLLMs
- ICML 2026Beyond Detection: A Structure-Aware Framework for Scene Text Tracking
- ICML 2026Beyond Heuristics: Learnable Density Control for 3D Gaussian Splatting
- ICML 2026Beyond Logits: Coherent Hallucination Mitigation via Attention Contrastive Decoding
- ICML 2026Beyond Single-View Indexing: Structure-Aware Multi-View Retrieval for Knowledge-Based VQA
- ICML 2026Beyond Static Allocation: Dynamic Sensitivity-Aware Fine-Tuning for Vision Transformers
- ICML 2026Beyond Unidirectional Bias: Reciprocal Perspective Calibration in Scene Graph Generation
- ICML 2026Beyond VLM-Based Rewards: Diffusion-Native Latent Reward Modeling
- ICML 2026Bio-Vision-Inspired Spiking Neural Networks for Object Detection with Event Cameras
- ICML 2026BiRQA: Bidirectional Robust Quality Assessment for Images
- ICML 2026Blocking the Leakage: Manifold-Aware Gradient Projection for Long-Horizon Test-Time Adaptation
- ICML 2026Boost the Identity-Preserving Embedding for Consistent Visual Generation
- ICML 2026Boosting Monocular Metric Depth Estimation via Bokeh Rendering
- ICML 2026Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing
- ICML 2026Breaking Dual Bottlenecks: Evolving Unified Multimodal Models into Self-Adaptive Interleaved Visual Reasoners
- ICML 2026Breaking Manifold Continuity: Vector Quantized Modeling for Real-Centric Deepfake Detection
- ICML 2026Breaking the Synthetic-Real Domain Shortcut for Training-Free Generative Replay-based Class Incremental Learning
- ICML 2026Bridging RGB and RAW: Single-step Deterministic Flow with Homogeneous Representation Alignment
- ICML 2026Bridging the Perceptual Gap: Residual-Enhanced Downscaling and Manifold-Aware Perception Alignment Adaptation for NR-IQA
- ICML 2026Bridging Tokens and Geometry: Token-wise 3D Supervision for CAD Generation
- ICML 2026Bridging Your Imagination with Audio-Video Generation via a Unified Director
- ICML 2026Bring Future Vision: Dynamic Computation Allocation Guided by Lightweight Feature Forecaster
- ICML 2026Butterworth as Attention: Anisotropic Spectral Gating for Pansharpening
- ICML 2026BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception
- ICML 2026CACR: Reinforcing Temporal Answer Grounding in Instructional Video via Candidate-Aware Causal Reasoning
- ICML 2026CADFit: Precise Mesh-to-CAD Program Generation with Hybrid Optimization
- ICML 2026Calibrated Knowledge Aggregation in Bayesian Mixture-of-Experts for Continual VQA
- ICML 2026Can VLMs Diagnose and Recover from VLA Manipulation Faults?
- ICML 2026Can We Build a Monolithic Model for Fake Image Detection? SICA: Semantic-Induced Constrained Adaptation for Unified-Yet-Discriminative Artifact Feature Space Reconstruction
- ICML 2026CAST: Modeling Visual State Transitions for Consistent Video Retrieval
- ICML 2026CauseCollab: Causal Unified and Modality-Agnostic Network for Heterogeneous Collaborative Perception
- ICML 2026Cello: A Universal Cell-wise Feature Aggregation framework for Reliable Pathology Images Analysis
- ICML 2026ChartE$^{3}$: A Comprehensive Benchmark for End-to-End Chart Editing
- ICML 2026CLEAR: Context-Aware Learning with End-to-End Mask-Free Inference for Adaptive Video Subtitle Removal
- ICML 2026CLIP Tricks You: Training-free Token Pruning for Efficient Pixel Grounding in Large Vision-Language Models
- ICML 2026CoCoEdit: Content-Consistent Image Editing via Region Regularized Reinforcement Learning
- ICML 2026CoD-Lite: Real-Time Diffusion-Based Generative Image Compression
- ICML 2026Code2Video: A Code-centric Paradigm for Educational Video Creation
- ICML 2026Code2Worlds: Empowering Coding LLMs for 4D World Generation
- ICML 2026CodeMamba: Shifting from Target Semantics to Self-Supervised Background Manifold Learning for Singularity Detection in Infrared Sequences
- ICML 2026CODiff: One-Step Diffusion Model for Camouflaged Object Detection
- ICML 2026CoGeoAD: Hierarchical Color-Geometric Fusion with Multi-View Attention for Zero-Shot 3D Anomaly Detection
- ICML 2026Coloring the Noise: Adversarial Sobolev Alignment for Faithful Image Super Resolution
- ICML 2026Comp-Attn: Present-and-Align Attention for Compositional Video Generation
- ICML 2026Concept Removal Guidance: Evidence-Calibrated Negative Guidance for Safe Diffusion Sampling
- ICML 2026Condition Number Based Low-Bit Quantization for Image Super-Resolution
- ICML 2026Context Forcing: Consistent Autoregressive Video Generation with Long Context
- ICML 2026Contextualized Visual Personalization in Vision-Language Models
- ICML 2026Continual GUI Agents
- ICML 2026Continual Segmentation under Joint Nonstationarity
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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。