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

每年论文数

各会议论文数

按年份和会议统计

传感融合论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023631717
20247262237
202521651143
202695143664

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

全部传感融合论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 161 篇，第 2 / 4 页

  1. ICML 2026Model Fusion via Retrofitting
  2. ICML 2026Multi-timescale Reinforcement Learning by Value Reconstruction
  3. ICML 2026Robust Multi-View Fusion via Prototype-Anchored Unbalanced Optimal Transport
  4. ICML 2026Scalable Medical Multimodal Fusion via Symmetric Consistency Modeling
  5. ICML 2026Solving Spatial-Spectral Fusion with Latent Spectral Operators
  6. NeurIPS 2026Beyond Semantic Alignment: Geometric Incomparability in Multi-Oracle Soft Fusion
  7. NeurIPS 2026BridgeMVS: Bridging Multi-View Stereo and Monodepth via Bidirectional Dynamic Fusion
  8. NeurIPS 2026Coherence-Aware Transition-Intent Fusion for LTL Planning under Uncertain Semantic Maps
  9. NeurIPS 2026Dynamical Adapter Fusion: Constructing A Global Adapter for Pre-Trained Model-based Class-Incremental Learning
  10. NeurIPS 2026Fusion or Confusion? Multimodal Complexity Is Not All You Need
  11. NeurIPS 2026G2Fusion: Geometric-to-Generative Image Fusion via Registration-Restoration Evolution
  12. NeurIPS 2026MODULE: A Mutual-Promoting Deep Unfolding Framework Towards Degradation-Robust Multi-modal Image Fusion
  13. NeurIPS 2026ReVMap: Vectorized Global Mapping via Connectivity-Aware Local Map Fusion
  14. NeurIPS 2026Selection, Not Fusion: Radar-Modulated State Space Models for Radar-Camera Depth Estimation
  15. CVPR 2025Binarized Neural Network for Multi-spectral Image Fusion
  16. CVPR 2025Enhanced then Progressive Fusion with View Graph for Multi-View Clustering
  17. CVPR 2025HiFi-Portrait: Zero-shot Identity-preserved Portrait Generation with High-fidelity Multi-face Fusion
  18. CVPR 2025Hyperdimensional Uncertainty Quantification for Multimodal Uncertainty Fusion in Autonomous Vehicles Perception
  19. CVPR 2025Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties
  20. CVPR 2025Resilient Sensor Fusion Under Adverse Sensor Failures via Multi-Modal Expert Fusion
  21. CVPR 2025SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning
  22. CVPR 2025SocialMOIF: Multi-Order Intention Fusion for Pedestrian Trajectory Prediction
  23. CVPR 2025TacoDepth: Towards Efficient Radar-Camera Depth Estimation with One-stage Fusion
  24. CVPR 2025Task-driven Image Fusion with Learnable Fusion Loss
  25. CVPR 2025UltraFusion: Ultra High Dynamic Imaging using Exposure Fusion
  26. ICLR 2025Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion
  27. ICLR 2025DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization
  28. ICLR 2025Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion
  29. ICLR 2025Multi-Scale Fusion for Object Representation
  30. ICLR 2025Trusted Multi-View Classification via Evolutionary Multi-View Fusion
  31. ICLR 2025X-Drive: Cross-modality Consistent Multi-Sensor Data Synthesis for Driving Scenarios
  32. ICML 2025Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion
  33. ICML 2025Doubly Robust Fusion of Many Treatments for Policy Learning
  34. ICML 2025FuseUNet: A Multi-Scale Feature Fusion Method for U-like Networks
  35. ICML 2025RollingQ: Reviving the Cooperation Dynamics in Multimodal Transformer
  36. ICML 2025Trusted Multi-View Classification with Expert Knowledge Constraints
  37. NeurIPS 2025A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking
  38. NeurIPS 2025Adversarial Graph Fusion for Incomplete Multi-view Semi-supervised Learning with Tensorial Imputation
  39. NeurIPS 2025AF-UMC: An Alignment-Free Fusion Framework for Unaligned Multi-View Clustering
  40. NeurIPS 2025Availability-aware Sensor Fusion via Unified Canonical Space
  41. NeurIPS 2025Depth-Supervised Fusion Network for Seamless-Free Image Stitching
  42. NeurIPS 2025Efficient Rectified Flow for Image Fusion
  43. NeurIPS 2025Flow Field Reconstruction with Sensor Placement Policy Learning
  44. NeurIPS 2025From Faults to Features: Pretraining to Learn Robust Representations against Sensor Failures
  45. NeurIPS 2025GaussianFusion: Gaussian-Based Multi-Sensor Fusion for End-to-End Autonomous Driving
  46. NeurIPS 2025Generalized Linear Mode Connectivity for Transformers
  47. NeurIPS 2025Glance2Gaze: Efficient Vision-Language Models from Glance Fusion to Gaze Compression
  48. NeurIPS 2025InfiGFusion: Graph-on-Logits Distillation via Efficient Gromov-Wasserstein for Model Fusion
  49. NeurIPS 2025Injecting Frame-Event Complementary Fusion into Diffusion for Optical Flow in Challenging Scenes
  50. NeurIPS 2025Layer-Wise Modality Decomposition for Interpretable Multimodal Sensor Fusion

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"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

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。

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