Name: Fan Yang
Type: User
Company: Robotic Systems Lab, ETH Zurich
Bio: Ph.D. student at Robotic Systems Lab, ETH Zurich | Master's student and Research Fellow at Robotics Institute, Carnegie Mellon University
Location: Zurich, Switzerland
Fan Yang's Projects
OMPL-based Route Planner for Aerial Navigation
Leveraging system development and robot deployment for ground-based autonomous navigation and exploration.
Fast, Attemptable Route Planner for Navigation in Known and Unknown Environments
A Robust and Efficient Trajectory Planner for Quadrotors
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation (ICRA 2021)
Graph-based Exploration Planner for Subterranean Environments
[CVPR2022] Geometric Transformer for Fast and Robust Point Cloud Registration
This package handles graphs stored or published by other sources in support of multi-robots graph sharing and merging of FAR Planner.
A light-weighted local greedy exploration planner based on line-of-sight visibility in LiDAR point clouds.
Official ImageNet Model repository
ROS drivers for joysticks
ROS package to publish the KITTI-360 dataset.
Motion-primitives Based Planner for Fast & Agile Exploration
Config files for my GitHub profile.
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
Motion Planning Library to accompany turtlebot3_from_scratch repository. Deployed PRM, Grid Map, A*, Theta*, LPA*, D* Lite*, Potential Field, and MPPI.
[ICCV2023] NeRF-LOAM: Neural Implicit Representation for Large-Scale Incremental LiDAR Odometry and Mapping
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
A Simple PointPillars PyTorch Implenmentation for 3D Lidar(KITTI) Detection.
Differentiable Neural Computers, Sparse Access Memory and Sparse Differentiable Neural Computers, for Pytorch
Neural Turing Machines (NTM) - PyTorch Implementation
A Robust, Real-time, RGB-colored, LiDAR-Inertial-Visual tightly-coupled state Estimation and mapping package
A light-weighted stair detection algorithm using 2D correlation analysis on real-time LiDAR scans
Baseline implementation of recurrent PPO using truncated BPTT