-
Inha university
- Republic of Korea, Incheon
- hogyun2.github.io
- in/hogyun-kim
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A game theoretic approach to explain the output of any machine learning model.
Reference PyTorch implementation and models for DINOv3
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
Sionna: An Open-Source Library for Research on Communication Systems
Pilot course for Robotics 101: Computational Linear Algebra
$D^2$SLAM: Decentralized and Distributed Collaborative Visual-inertial SLAM System for Aerial Swarm
The First Dynamic Map Removal Benchmark | Included 8 SOTA methods | Continous updating
RELLIS-3D: A Multi-modal Dataset for Off-Road Robotics
This repository shares the documentation and development kit of the View of Delft automotive dataset.
BotanicGarden: A high-quality dataset for robot navigation in unstructured natural environments
A Decentralized Omnidirectional Visual-Inertial-UWB State Estimation System for Aerial Swar.
ROS 2 implementation of robotics algorithms based on the Probabilistic Robotics book
[IEEE RA-L 2024] CoFiI2P: Coarse-to-Fine Correspondences-Based Image-to-Point Cloud Registration
Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics
[IROS 2025] GSplatLoc: Grounding Keypoint Descriptors into 3D Gaussian Splatting for Improved Visual Localization
The GrandTour Dataset: A Legged Robotics Dataset in the Wild
Bridging lidar and text through image intermediaries
Landing page for Shonan Averaging algorithm, a computer vision technique used in 3D reconstruction and mapping.
The official code implementation of "Deep Phase Correlation for End-to-End Heterogeneous Sensor Measurements Matching", CoRL2020.
Learn symforce together :)
We propose a novel distributed pose graph optimization algorithm combining multi-level partitioning with an accelerated Riemannian optimization method.
UniMPR: A Unified Framework for Multimodal Place Recognition with Heterogeneous Sensor Configurations
bayesian inference examples