Wenshan Wang

Wenshan Wang

Carnegie Mellon University

H-index: 13

North America-United States

About Wenshan Wang

Wenshan Wang, With an exceptional h-index of 13 and a recent h-index of 12 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Robotics, Machine Learning, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

PIAug--Physics Informed Augmentation for Learning Vehicle Dynamics for Off-Road Navigation

DytanVO: Joint refinement of visual odometry and motion segmentation in dynamic environments

TartanDrive 1.5: Improving Large Multimodal Robotics Dataset Collection and Distribution

Learning Risk-Aware Costmaps via Inverse Reinforcement Learning for Off-Road Navigation

PyPose: A library for robot learning with physics-based optimization

Compass: Contrastive multimodal pretraining for autonomous systems

How Does It Feel? Self-Supervised Costmap Learning for Off-Road Vehicle Traversability

TartanDrive: A Large-Scale Dataset for Learning Off-Road Dynamics Models

Wenshan Wang Information

University

Position

___

Citations(all)

850

Citations(since 2020)

814

Cited By

193

hIndex(all)

13

hIndex(since 2020)

12

i10Index(all)

17

i10Index(since 2020)

15

Email

University Profile Page

Carnegie Mellon University

Google Scholar

View Google Scholar Profile

Wenshan Wang Skills & Research Interests

Robotics

Machine Learning

Artificial Intelligence

Top articles of Wenshan Wang

Title

Journal

Author(s)

Publication Date

PIAug--Physics Informed Augmentation for Learning Vehicle Dynamics for Off-Road Navigation

arXiv preprint arXiv:2311.00815

Parv Maheshwari

Wenshan Wang

Samuel Triest

Matthew Sivaprakasam

Shubhra Aich

...

2023/11/1

DytanVO: Joint refinement of visual odometry and motion segmentation in dynamic environments

Shihao Shen

Yilin Cai

Wenshan Wang

Sebastian Scherer

2023/5/29

TartanDrive 1.5: Improving Large Multimodal Robotics Dataset Collection and Distribution

Matthew Sivaprakasam

Samuel Triest

Mateo Guaman Castro

Micah Nye

Mukhtar Maulimov

...

2023/5/8

Learning Risk-Aware Costmaps via Inverse Reinforcement Learning for Off-Road Navigation

Samuel Triest

Mateo Guaman Castro

Parv Maheshwari

Matthew Sivaprakasam

Wenshan Wang

...

2023/5/29

PyPose: A library for robot learning with physics-based optimization

Chen Wang

Dasong Gao

Kuan Xu

Junyi Geng

Yaoyu Hu

...

2023

Compass: Contrastive multimodal pretraining for autonomous systems

Shuang Ma

Sai Vemprala

Wenshan Wang

Jayesh K Gupta

Yale Song

...

2022

How Does It Feel? Self-Supervised Costmap Learning for Off-Road Vehicle Traversability

Mateo Guaman Castro

Samuel Triest

Wenshan Wang

Jason M Gregory

Felix Sanchez

...

2023/5/29

TartanDrive: A Large-Scale Dataset for Learning Off-Road Dynamics Models

Samuel Triest

Matthew Sivaprakasam

Sean J Wang

Wenshan Wang

Aaron M Johnson

...

2022/5/23

AirDOS: dynamic SLAM benefits from articulated objects

Yuheng Qiu

Chen Wang

Wenshan Wang

Mina Henein

Sebastian Scherer

2022/5/23

Rough terrain navigation using divergence constrained model-based reinforcement learning

Sean J Wang

Samuel Triest

Wenshan Wang

Sebastian Scherer

Aaron Johnson

2021/6/19

Tartanvo: A generalizable learning-based vo

Wenshan Wang

Yaoyu Hu

Sebastian Scherer

2021/10/4

ORStereo: Occlusion-Aware Recurrent Stereo Matching for 4K-Resolution Images

Yaoyu Hu

Wenshan Wang

Huai Yu

Weikun Zhen

Sebastian Scherer

2021/9/27

Improving Off-road Planning Techniques with Learned Costs from Physical Interactions

Matthew Sivaprakasam

Samuel Triest

Wenshan Wang

Peng Yin

Sebastian Scherer

2021/5/30

VDB-EDT: An efficient Euclidean distance transform algorithm based on VDB data structure

arXiv preprint arXiv:2105.04419

Delong Zhu

Chaoqun Wang

Wenshan Wang

Rohit Garg

Sebastian Scherer

...

2021/5/10

Unsupervised online learning for robotic interestingness with visual memory

IEEE Transactions on Robotics

Chen Wang

Yuheng Qiu

Wenshan Wang

Yafei Hu

Seungchan Kim

...

2021/12/16

Visual memorability for robotic interestingness via unsupervised online learning

Chen Wang

Wenshan Wang

Yuheng Qiu

Yafei Hu

Sebastian Scherer

2020/8/23

Autonomous aerial cinematography in unstructured environments with learned artistic decision‐making

Journal of Field Robotics (JFR)

Rogerio Bonatti

Wenshan Wang

Cherie Ho

Aayush Ahuja

Mirko Gschwindt

...

2019/10/15

Tartanair: A dataset to push the limits of visual slam

Wenshan Wang

Delong Zhu

Xiangwei Wang

Yaoyu Hu

Yuheng Qiu

...

2020/10/24

Autonomous drone cinematographer: Using artistic principles to create smooth, safe, occlusion-free trajectories for aerial filming

Rogerio Bonatti

Yanfu Zhang

Sanjiban Choudhury

Wenshan Wang

Sebastian Scherer

2018/8/28

See List of Professors in Wenshan Wang University(Carnegie Mellon University)

Co-Authors

H-index: 48
Sebastian Scherer

Sebastian Scherer

Carnegie Mellon University

H-index: 21
Daniel Maturana

Daniel Maturana

Carnegie Mellon University

H-index: 18
Chen Wang

Chen Wang

Carnegie Mellon University

H-index: 13
Rogerio Bonatti

Rogerio Bonatti

Carnegie Mellon University

H-index: 10
Yaoyu Hu

Yaoyu Hu

Carnegie Mellon University

H-index: 7
Yuheng Qiu

Yuheng Qiu

Carnegie Mellon University

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