Latest Research in Robotics and Sensor-Based Localization

43 research papers · 2026 median publication year

Top Research Topics in Robotics and Sensor-Based Localization

Highest-Cited Papers

  1. Understanding and exploiting fundamental modality advantage in frame and event hybrid visual data
  2. Self-supervised knowledge distillation for few-shot single-stage 3D object detection
  3. Offline Extrinsic-Calibration-Free Cone-Based ROI Filtering for Lightweight Distributed Multi-Sensor Fusion on Edge Systems
  4. Online Multi-Camera 3D Tracking via ID Prediction over Recurrent Sparse Queries
  5. Open-vocabulary 3D object detection with promptable segmentation
  6. CSGE: A Modular Cross‐Spatial Guided Space Representation Enhancement for Multi‐View 3D Detection in Robotic System
  7. CoAdapt: An LLM-based Framework for Adaptive Collaborative Perception in IIoT Robotic Swarms
  8. SAVTrack: Selective Vote Aggregation for Reliability-Aware Point Cloud Tracking
  9. Self-Supervised 3D Point Cloud Detection with Depthwise Separable Masked Autoencoders
  10. GT-Space: Enhancing Heterogeneous Collaborative Perception with Ground Truth Feature Space
  11. Bi-Level Routing and Sparse Spatial Attention based Multi-View BEV 3D Object Detection for Autonomous Driving
  12. A LiDAR-Based Multimodal 3D Object Detection Algorithm for Intelligent Driving in Open-Pit Mines
  13. 4D-RaDiff: Latent Point Diffusion for 4D Radar Point Cloud Generation
  14. Lightweight LiDAR-Based Cone Detection Framework Using Random Forest for Formula Student Driverless
  15. MC-DeTra: Motion-Consistent Joint Object Detection and Socially-Aware Trajectory Forecasting in Bird's-Eye-View Images
  16. L2G-Map: Local-to-Global Mapping via Hierarchical Diffusion Refinement and Elliptical Bayesian Fusion
  17. TFTrack: A Template-Free Framework for Efficient 3D Point Cloud Tracking
  18. Solution for UCF UrbanTwin V2X-Real Track: Sim-to-Real Urban LiDAR 3D Object Detection
  19. Event-Based De-Snowing for Autonomous Driving
  20. Drones as Annotators: Amodal 3D Auto-Labeling for Ground LiDAR with Aerial Priors
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
L3 Region - - 2026 Sep Q3

Robotics and Sensor-Based Localization

43 papers

Top Topics (9)

Computer Vision and Pattern Recognition28
Advanced Neural Network Applications5
Robotics and Sensor-Based Localization3
Artificial Intelligence2
Advanced Memory and Neural Computing1
3D Shape Modeling and Analysis1
Machine Learning1
Image and Video Processing1
Video Surveillance and Tracking Methods1

Top Publications (20)

1.Understanding and exploiting fundamental modality advantage in frame and event hybrid visual data2.Self-supervised knowledge distillation for few-shot single-stage 3D object detection3.Offline Extrinsic-Calibration-Free Cone-Based ROI Filtering for Lightweight Distributed Multi-Sensor Fusion on Edge Systems4.Online Multi-Camera 3D Tracking via ID Prediction over Recurrent Sparse Queries5.Open-vocabulary 3D object detection with promptable segmentation6.CSGE: A Modular Cross‐Spatial Guided Space Representation Enhancement for Multi‐View 3D Detection in Robotic System7.CoAdapt: An LLM-based Framework for Adaptive Collaborative Perception in IIoT Robotic Swarms8.SAVTrack: Selective Vote Aggregation for Reliability-Aware Point Cloud Tracking9.Self-Supervised 3D Point Cloud Detection with Depthwise Separable Masked Autoencoders10.GT-Space: Enhancing Heterogeneous Collaborative Perception with Ground Truth Feature Space11.Bi-Level Routing and Sparse Spatial Attention based Multi-View BEV 3D Object Detection for Autonomous Driving12.A LiDAR-Based Multimodal 3D Object Detection Algorithm for Intelligent Driving in Open-Pit Mines13.4D-RaDiff: Latent Point Diffusion for 4D Radar Point Cloud Generation14.Lightweight LiDAR-Based Cone Detection Framework Using Random Forest for Formula Student Driverless15.MC-DeTra: Motion-Consistent Joint Object Detection and Socially-Aware Trajectory Forecasting in Bird's-Eye-View Images16.L2G-Map: Local-to-Global Mapping via Hierarchical Diffusion Refinement and Elliptical Bayesian Fusion17.TFTrack: A Template-Free Framework for Efficient 3D Point Cloud Tracking18.Solution for UCF UrbanTwin V2X-Real Track: Sim-to-Real Urban LiDAR 3D Object Detection19.Event-Based De-Snowing for Autonomous Driving20.Drones as Annotators: Amodal 3D Auto-Labeling for Ground LiDAR with Aerial Priors
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.