Latest Research in Advanced Neural Network Applications

27 research papers · 2026 median publication year

Top Research Topics in Advanced Neural Network Applications

Highest-Cited Papers

  1. beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes
  2. beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes
  3. beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes
  4. An IoT-integrated YOLOv8 framework with adaptive domain alignment for real-time quality inspection in smart logistics
  5. Hierarchical Sparse-Routing-Enabled Mamba Scanning for Tire Pattern Recognition
  6. Data-centric evaluation of reference-guided multimodal models for reliable railway fastener inspection
  7. Improved YOLOv8n for Lightweight Rail Surface Defect Detection
  8. A cross-condition benchmark and interpretability analysis for vision-based nugget size prediction in resistance spot welding
  9. Prior superpixel-driven multi-modal query hypergraph convolutional network for weld quality assessment
  10. Vision-Based Autonomous System for Counting and Inventory Monitoring of Metal Profiles
  11. Knowledge-Driven Explainable AI for Automated Defect Detection in Nuclear Reactor Components
  12. An intelligent detection method for underground conveyor belt deviation based on parameter regression in intelligent manufacturing
  13. DERA: Detached Edge-Residual Adaptation for Prohibited item Detection
  14. A UAV Infrared Thermography-Based Framework for Preliminary Screening and Management of Suspected Facade Debonding Regions
  15. DINO-prior guided detector for limited-label cross-process steel surface defect detection
  16. Weld-FHG-YOLO: A Lightweight Multi-Frequency Feature Fusion Network for Weld Keypoint Localization
  17. A Reliable Defect Confirmation Method for Drainage Pipeline Inspection Based on Vision–LiDAR–Ultrasonic Fusion
  18. Non-local bilateral information guided molten pool edge detection
  19. Attention-Guided YOLOv11 and Transformer Fusion for Enhanced Detection of Prohibited Items in X-Ray Security Images
  20. Automated Dimensional Inspection of Knotted Nets Using YOLOv11 and K-Nearest Neighbors Regression
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
L3 Region - - 2026 Sep Q3

Advanced Neural Network Applications

27 papers

Top Topics (10)

Advanced Neural Network Applications5
Belt Conveyor Systems Engineering4
Welding Techniques and Residual Stresses4
Industrial Vision Systems and Defect Detection3
Computer Vision and Pattern Recognition3
Railway Engineering and Dynamics1
Advanced Welding Techniques Analysis1
Explainable Artificial Intelligence (XAI)1
Thermography and Photoacoustic Techniques1
Infrastructure Maintenance and Monitoring1

Top Publications (20)

1.beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes2.beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes3.beltvision: A Reproducible Classical Computer-Vision Inspection Engine for Conveyor Belts, Verified on Ground-Truth Synthetic Scenes4.An IoT-integrated YOLOv8 framework with adaptive domain alignment for real-time quality inspection in smart logistics5.Hierarchical Sparse-Routing-Enabled Mamba Scanning for Tire Pattern Recognition6.Data-centric evaluation of reference-guided multimodal models for reliable railway fastener inspection7.Improved YOLOv8n for Lightweight Rail Surface Defect Detection8.A cross-condition benchmark and interpretability analysis for vision-based nugget size prediction in resistance spot welding9.Prior superpixel-driven multi-modal query hypergraph convolutional network for weld quality assessment10.Vision-Based Autonomous System for Counting and Inventory Monitoring of Metal Profiles11.Knowledge-Driven Explainable AI for Automated Defect Detection in Nuclear Reactor Components12.An intelligent detection method for underground conveyor belt deviation based on parameter regression in intelligent manufacturing13.DERA: Detached Edge-Residual Adaptation for Prohibited item Detection14.A UAV Infrared Thermography-Based Framework for Preliminary Screening and Management of Suspected Facade Debonding Regions15.DINO-prior guided detector for limited-label cross-process steel surface defect detection16.Weld-FHG-YOLO: A Lightweight Multi-Frequency Feature Fusion Network for Weld Keypoint Localization17.A Reliable Defect Confirmation Method for Drainage Pipeline Inspection Based on Vision–LiDAR–Ultrasonic Fusion18.Non-local bilateral information guided molten pool edge detection19.Attention-Guided YOLOv11 and Transformer Fusion for Enhanced Detection of Prohibited Items in X-Ray Security Images20.Automated Dimensional Inspection of Knotted Nets Using YOLOv11 and K-Nearest Neighbors Regression
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.