传感融合论文趋势 2023–2026
多传感融合
统计范围:NeurIPS、ICLR、ICML、CVPR 四个会议,2023–2026 年,共 161 篇被归入该主题的论文。
主要结论
- 传感融合论文从 2023 年的 17 篇增长到 2026 年的 64 篇,三年间扩大到约 3.8 倍。
- CVPR 是发传感融合论文最多的会议,2023–2026 年共 76 篇,占四个会议总量的 47%。
- 交叉方向里涨得最快的是多模态大模型:同时属于两个主题的论文从 2023 年的 1 篇增至 2026 年的 17 篇。
- 在「边缘与物联网」的 5 个主题里,它的 2026 年论文数排第 1;同组增长最快的流式推理是 3.2 倍,传感融合是 3.8 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 6 | 3 | 1 | 7 | 17 |
| 2024 | 7 | 2 | 6 | 22 | 37 |
| 2025 | 21 | 6 | 5 | 11 | 43 |
| 2026 | 9 | 5 | 14 | 36 | 64 |
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 2026Beyond Semantic Alignment: Geometric Incomparability in Multi-Oracle Soft Fusion
- ICML 2026Feasible Fusion: Constrained Joint Estimation under Structural Non-Overlap
- ICLR 2026GaussianFusion: Unified 3D Gaussian Representation for Multi-Modal Fusion Perception
- CVPR 2026Decoding 3D Perception via BrainSSD Synergistic Fusion of EEG Representations
- NeurIPS 2025Adversarial Graph Fusion for Incomplete Multi-view Semi-supervised Learning with Tensorial Imputation
- ICML 2025Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion
- ICLR 2025Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion
- CVPR 2025Binarized Neural Network for Multi-spectral Image Fusion
- NeurIPS 2024Is Your HD Map Constructor Reliable under Sensor Corruptions?
- ICML 2024Predictive Dynamic Fusion
- ICLR 2024Transformer Fusion with Optimal Transport
- CVPR 2024Depth Prompting for Sensor-Agnostic Depth Estimation
- NeurIPS 2023ContinuAR: Continuous Autoregression For Infinite-Fidelity Fusion
- ICML 2023Regression with Sensor Data Containing Incomplete Observations
- ICLR 2023Dataless Knowledge Fusion by Merging Weights of Language Models
- CVPR 2023CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion
- NeurIPS 2026Coherence-Aware Transition-Intent Fusion for LTL Planning under Uncertain Semantic Maps
- ICML 2026Label-Guided Representation Learning for Incomplete Multi-View Multi-Label Classification
- ICLR 2026Knowledge Fusion of Large Language Models via Modular SkillPacks
- CVPR 2026DF2-VB Dual-level Fuzzy Fusion with View-specific Boosting for Multi-view Multi-label
全部传感融合论文
共 161 篇,第 1 / 4 页
- CVPR 2026A Cross-view Fusion Framework for Robust 6-DoF Grasp Pose Estimation
- CVPR 2026Bridging RGB and Hematoxylin Components An Interleaved Guidance and Fusion
- CVPR 2026CCF Complementary Collaborative Fusion for Domain Generalized Multi-Modal 3D Object
- CVPR 2026CF-IPT Cross-Modal Fusion Interactive Prompt Tuning of Vision-Language Pre-Trained Model
- CVPR 2026Decoding 3D Perception via BrainSSD Synergistic Fusion of EEG Representations
- CVPR 2026DF2-VB Dual-level Fuzzy Fusion with View-specific Boosting for Multi-view Multi-label
- CVPR 2026DPGF-Net Dual-Prior Guided Fusion Network for Joint Assessment of Perceptual
- CVPR 2026EReCu Pseudo-label Evolution Fusion and Refinement with Multi-Cue Learning for
- CVPR 2026Exposing Functional Fusion A New Class of Strategic Backdoor in
- CVPR 2026GazeOnce360 Fisheye-Based 360deg Multi-Person Gaze Estimation with Global-Local Feature Fusion
- CVPR 2026GeoSURGE Geo-localization using Semantic Fusion with Hierarchy of Geographic Embeddings
- CVPR 2026Human-Centric Multi-Exposure Fusion Benchmark and Bi-level Cognition Distillation Framework
- CVPR 2026Hybrid Robust Collaborative Perception with LiDAR-4D Radar Fusion under Adverse
- CVPR 2026Intrinsic Image Fusion for Multi-View 3D Material Reconstruction
- CVPR 2026MM-OVSeg Multimodal Optical-SAR Fusion for Open-Vocabulary Segmentation in Remote Sensing
- CVPR 2026MS2Gait A Multi-Scale Spatio-Temporal Fusion Network for LiDAR-based Gait Recognition
- CVPR 2026Multi-Hierarchical Contrastive Spectral Fusion for Multi-View Clustering
- CVPR 2026Multi-Modal Image Fusion via Intervention-Stable Feature Learning
- CVPR 2026Neurodynamics-Driven Coupled Neural P Systems for Multi-Focus Image Fusion
- CVPR 2026No Calibration No Depth No Problem Cross-Sensor View Synthesis with
- CVPR 2026OmniFood8K Single-Image Nutrition Estimation via Hierarchical Frequency-Aligned Fusion
- CVPR 2026ReCoFuse Ultra-Robust Image Fusion via Restorative Multi-Modal Diffusion Reciprocal Coupling
- CVPR 2026ReflexSplit Single Image Reflection Separation via Layer Fusion-Separation
- CVPR 2026Revisiting Optimal Coding for I-ToF under Practical Sensor Constraints
- CVPR 2026RPGFusion 4D Radar Prior-Guided Multi-Modal Fusion for 3D Detection
- CVPR 2026Semantic-Adaptive Diffusion for Dynamic Spatiotemporal Fusion
- CVPR 2026Sensor2Sensor Cross-Embodiment Sensor Conversion for Autonomous Driving
- CVPR 2026SFR-Net Steering-Fusion-Refining Network in Multi-label Zero-Shot Sewer Defect Detection
- CVPR 2026SpatialStack Layered Geometry-Language Fusion for 3D VLM Spatial Reasoning
- CVPR 2026Spatio-Temporal Difference Guided Motion Deblurring with the Complementary Vision Sensor
- CVPR 2026Tri-Modal Fusion Transformers for UAV-based Object Detection
- CVPR 2026TTAPFormer Robust Arbitrary Point Tracking via Transient Asynchronous Fusion of
- CVPR 2026Uni-Encoder Meets Multi-Encoders Representation Before Fusion for Brain Tumor Segmentation
- CVPR 2026VGGT-Det Mining VGGT Internal Priors for Sensor-Geometry-Free Multi-View Indoor 3D
- CVPR 2026VideoFusion A Spatio-Temporal Collaborative Network for Multi-modal Video Fusion
- CVPR 2026x2-Fusion Cross-Modality and Cross-Dimension Flow Estimation in Event Edge Space
- ICLR 2026AsyncBEV: Cross-modal flow alignment in Asynchronous 3D Object Detection
- ICLR 2026GaussianFusion: Unified 3D Gaussian Representation for Multi-Modal Fusion Perception
- ICLR 2026GT-Space: Enhancing Heterogeneous Collaborative Perception with Ground Truth Feature Space
- ICLR 2026Knowledge Fusion of Large Language Models via Modular SkillPacks
- ICLR 2026Navigating the Accuracy-Size Trade-Off with Flexible Model Merging
- ICML 2026Attentive Multi-Layer Fusion for Vision Transformers
- ICML 2026Beyond Magnitude: Scale-Invariant Evidential Fusion for Multi-View Classification
- ICML 2026Coverage ≠ Exposure: Auditable Control of Same-Support Tail Failures under Multimodal Missingness
- ICML 2026Enhancing Protein-Protein Interaction Prediction with Hierarchical Motif-based Multimodal Protein Embedding
- ICML 2026Feasible Fusion: Constrained Joint Estimation under Structural Non-Overlap
- ICML 2026Geometry-based Schrödinger Bridges for Trustworthy Multimodal Fusion
- ICML 2026Hamiltonian Asymmetric Fusion: One-Way Safe Directed Refinement under Modality Imbalance
- ICML 2026Hyperspectral Image Fusion with Spectral-Band and Fusion-Scale Agnosticism
- ICML 2026Label-Guided Representation Learning for Incomplete Multi-View Multi-Label Classification
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 查传感融合在 CVPR 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": "sensor-fusion"}
常见问题
- 2023–2026 年四大会议一共有多少篇传感融合论文?
- 共 161 篇,按年份分别是 2023 年 17 篇、2024 年 37 篇、2025 年 43 篇、2026 年 64 篇。
- NeurIPS 2026 有多少篇传感融合论文?
- NeurIPS 2026 有 9 篇传感融合论文,上一届是 21 篇。
- ICLR 2026 有多少篇传感融合论文?
- ICLR 2026 有 5 篇传感融合论文,上一届是 6 篇。
- ICML 2026 有多少篇传感融合论文?
- ICML 2026 有 14 篇传感融合论文,上一届是 5 篇。
- CVPR 2026 有多少篇传感融合论文?
- CVPR 2026 有 36 篇传感融合论文,上一届是 11 篇。
- 哪个会议的传感融合论文最多?
- CVPR,2023–2026 年共 76 篇。