← Search

Jianan Yang

7 accepted papers

2024

Chat-PM: A Class of Composite Hybrid Aerial/Terrestrial Precise Manipulator

RA-L 2024

This letter concentrates on the development of Chat-PM, a class of composite hybrid aerial/terrestrial manipulator, in concern with composite configuration design, dynamics modeling, motion control and force estimation. Compared with existing aerial or terrestrial mobile manipulators, Chat-PM demons

Cited by 7SourceScholar
2024

Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild

NeurIPS 2024poster

The recent large-scale text-to-image generative models have attained unprecedented performance, while people established *adaptor* modules like LoRA and DreamBooth to extend this performance to even more unseen concept tokens. However, we empirically find that this workflow often fails to accurately…

Cited by 0SourcePDFScholar
2023

Grasping Lightweight Objects With Chat-PM: A Rotorwash-Aware Motion Planning Method

RA-L 2023

Grasping lightweight objects with aerial manipulators remains challenging due to the rotorwash interference caused by spinning rotor blades. This letter details a rotorwash-aware motion planning method for Chat-PM, a hybrid aerial-terrestrial vehicle equipped with a robotic arm. With proposed method

Cited by 8SourceScholar
2023

Towards Controlled Data Augmentations for Active Learning

ICML 2023poster

The mission of active learning is to identify the most valuable data samples, thus attaining decent performance with much fewer samples. The data augmentation techniques seem straightforward yet promising to enhance active learning by extending the exploration of the input space, which helps locate…

2022

Motion Planning for HyTAQs: A Topology-guided Unified NMPC Approach

IROS 2022poster

In this study, a topology-guided unified nonlinear model predictive control (NMPC) approach is proposed for autonomous navigation of a class of Hybrid Terrestrial and Aerial Quadrotors (HyTAQs) in unknown environments. The approach can fully exploit the hybrid terrestrial-aerial locomotion of the ve…

Cited by 1SourceScholar
2022

SytaB: A Class of Smooth-Transition Hybrid Terrestrial/Aerial Bicopters

RA-L 2022

This work details the design, modeling and control of SytaB, a vehicle capable of hybrid terrestrial/aerial mobility with smooth transition, where the structure embedding a bicopter is adopted for the first time. In contrast to previous hybrid terrestrial/aerial vehicles with a quadrotor embedded, S

Cited by 47SourceScholar