-
Robotics Lab, Hyundai Motor Company
- Uiwang, South Korea
- https://taeyoung96.github.io/
- in/tae-young-kim-595692139
- @tyoung96
Lists (31)
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Active SLAM / Exploration
AI agent / LLM / MCP
continuous-time
Dataset
Depth estimation
diffusion model
Event camera
IMU
LiDAR detection & segmentation
LiDAR - Dynamic Removal & MOS
LiDAR-IMU-(Camera) Calibration
LiDAR localization
LLM, VLM w/ Robotics
LVI-fusion-SLAM
Mapping & reconstruction
Multi robot
Nerf / Gaussian / Implicit
open-vocab
Path planning / Control
Place recognition
Point cloud registration
ros2
Scene graph
Simulator
SLAM - Lidar or LIO
SLAM - VINS & VIO
SLAM - visual SLAM
SLAM with DeepLearning
Tips & Tutorial
VINS-research
visual localization
Starred repositories
POINT-LIO + FAST-LIVO2 : motion deskewing, state estimation of POINT-LIO + VIO of FAST-LIVO2
Official implementation of "Emergent Outlier View Rejection in Visual Geometry Grounded Transformers"
Paper list in the survey: A Survey on Vision-Language-Action Models: An Action Tokenization Perspective
Dataset release for RA-L 2025 paper "Towards Degradation-Robust High-Precision Mapping: A Large-Scale LiDAR–Inertial Dataset".
Reinforcement learning based navigation for the Unified Autonomy Stack
The Unified Autonomy Stack: Toward a Blueprint for Generalizable Robot Autonomy
Visual-Inertial Odometry using 360 Camera
Devkit and documentation for the NVIDIA Physical AI Autonomous Vehicles Dataset
360 Camera-Based Slam Challenge 2026 - Early Release
Public-facing code originally developed by the AI Institute for deploying RL development code on our robot (this is part of the effort to support the Spot RL Research Kit.)
Repository for our paper: Robotic World Model: A Neural Network Simulator for Robust Policy Optimization in Robotics
🎤 Register Any Point: Scaling 3D Point Cloud Registration by Flow Matching
Color Point Cloud Map Evaluation Tool for Color Quality
A Model Predictive Path Integral control algorithm for MeshNav.
Source code for [TRO2025] VINGS-Mono: Visual Inertial Gaussian Splatting Monocular SLAM in Large Scenes.
The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that sho…
[RA-L 2025] ActiveSplat: High-Fidelity Scene Reconstruction through Active Gaussian Splatting
[IROS2025] & [RA-L2025] Official Code for GRaD-Nav series
[WACV 2026] SceneEdited: A City-Scale Benchmark for 3D HD Map Updating via Image-Guided Change Detection
Collect some World Models for Autonomous Driving (and Robotic, etc.) papers.
Robust and Ultrafast Square-Root Filter-based 3D Motion Tracking
Integrating Feed-Forward Visual Model with IMU, GNSS for High-Functionality SLAM.
The repository for HeLiPR file player in ROS2.
ROS2 package for data conversion for MulRan dataset