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 9 / 27 页
- 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
- ICLR 2026PointRePar : SpatioTemporal Point Relation Parsing for Robust Category-Unified 3D Tracking
- ICLR 2026PoLi-RL: A Point-to-List Reinforcement Learning Framework for Conditional Semantic Textual Similarity
- ICLR 2026PoSh: Using Scene Graphs to Guide LLMs-as-a-Judge for Detailed Image Descriptions
- ICLR 2026Post-hoc Probabilistic Vision-Language Models
- ICLR 2026PPE: Positional Preservation Embedding for Token Compression in Multimodal Large Language Models
- ICLR 2026PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance
- ICLR 2026Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale
- ICLR 2026Progressive Gaussian Transformer with Anisotropy-aware Sampling for Open Vocabulary Occupancy Prediction
- ICLR 2026Prompt-Robust Vision-Language Models via Meta-Finetuning
- ICLR 2026ProstaTD: Bridging Surgical Triplet from Classification to Fully Supervised Detection
- ICLR 2026ProxyAttn: Guided Sparse Attention via Representative Heads
- ICLR 2026Prune Redundancy, Preserve Essence: Vision Token Compression in VLMs via Synergistic Importance-Diversity
- ICLR 2026Prune-then-Quantize or Quantize-then-Prune? Understanding the Impact of Compression Order in Joint Model Compression
- ICLR 2026PT$^2$-LLM: Post-Training Ternarization for Large Language Models
- ICLR 2026PTNET: A PROPOSAL-CENTRIC TRANSFORMER NET- WORK FOR 3D OBJECT DETECTION
- ICLR 2026Purrception: Variational Flow Matching for Vector-Quantized Image Generation
- ICLR 2026QeRL: Beyond Efficiency - Quantization-enhanced Reinforcement Learning for LLMs
- ICLR 2026QLIP: A Dynamic Quadtree Vision Prior Enhances MLLM Performance Without Retraining
- ICLR 2026QuadGPT: Native Quadrilateral Mesh Generation with Autoregressive Models
- ICLR 2026QuaMo: Quaternion Motions for Vision-based 3D Human Kinematics Capture
- ICLR 2026Quant-dLLM: Post-Training Extreme Low-Bit Quantization for Diffusion Large Language Models
- ICLR 2026Quantized Visual Geometry Grounded Transformer
- ICLR 2026Quartet of Diffusions: Structure-Aware Point Cloud Generation through Part and Symmetry Guidance
- ICLR 2026Query-Level Uncertainty in Large Language Models
- ICLR 2026QVGen: Pushing the Limit of Quantized Video Generative Models
- ICLR 2026Radiometrically Consistent Gaussian Surfels for Inverse Rendering
- ICLR 2026Random Anchors with Low-rank Decorrelated Learning: A Minimalist Pipeline for Class-Incremental Medical Image Classification
- ICLR 2026RATE-DISTORTION OPTIMIZED COMMUNICATION FOR COLLABORATIVE PERCEPTION
- ICLR 2026RayI2P: Learning Rays for Image-to-Point Cloud Registration
- ICLR 2026Realtime Video Frame Interpolation using One-Step Diffusion Sampling
- ICLR 2026ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
- ICLR 2026Reconstructing KV Caches with Cross-Layer Fusion for Enhanced Transformers
- ICLR 2026Ref-Adv: Exploring MLLM Visual Reasoning in Referring Expression Tasks
- ICLR 2026ReFocusEraser: Refocusing for Small Object Removal with Robust Context-Shadow Repair
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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。
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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。