Pratik Chaudhari

Pratik Chaudhari

University of Pennsylvania

H-index: 20

North America-United States

About Pratik Chaudhari

Pratik Chaudhari, With an exceptional h-index of 20 and a recent h-index of 18 (since 2020), a distinguished researcher at University of Pennsylvania, specializes in the field of Deep Learning, Machine Learning, Robotics, Computer Vision.

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

TreeScope: An Agricultural Robotics Dataset for LiDAR-Based Mapping of Trees in Forests and Orchards

An Active Perception Game for Robust Autonomous Exploration

Design and Evaluation of Motion Planners for Quadrotors

UAVs for forestry: Metric-semantic mapping and diameter estimation with autonomous aerial robots

Time-Varying Propensity Score to Bridge the Gap between the Past and Present

Investigating causal genetic effects on overall survival of glioblastoma patients using normalizing flow and structural causal model

Heat Death of Generative Models in Closed-Loop Learning

A Model for Multi-Agent Heterogeneous Interaction Problems

Pratik Chaudhari Information

University

Position

___

Citations(all)

3745

Citations(since 2020)

3428

Cited By

1024

hIndex(all)

20

hIndex(since 2020)

18

i10Index(all)

30

i10Index(since 2020)

29

Email

University Profile Page

University of Pennsylvania

Google Scholar

View Google Scholar Profile

Pratik Chaudhari Skills & Research Interests

Deep Learning

Machine Learning

Robotics

Computer Vision

Top articles of Pratik Chaudhari

Title

Journal

Author(s)

Publication Date

TreeScope: An Agricultural Robotics Dataset for LiDAR-Based Mapping of Trees in Forests and Orchards

arXiv preprint arXiv:2310.02162

Derek Cheng

Fernando Cladera Ojeda

Ankit Prabhu

Xu Liu

Alan Zhu

...

2023/10/3

An Active Perception Game for Robust Autonomous Exploration

arXiv preprint arXiv:2404.00769

Siming He

Yuezhan Tao

Igor Spasojevic

Vijay Kumar

Pratik Chaudhari

2024/3/31

Design and Evaluation of Motion Planners for Quadrotors

arXiv preprint arXiv:2309.13720

Yifei Simon Shao

Yuwei Wu

Laura Jarin-Lipschitz

Pratik Chaudhari

Vijay Kumar

2023/9/24

UAVs for forestry: Metric-semantic mapping and diameter estimation with autonomous aerial robots

Mechanical Systems and Signal Processing

Ankit Prabhu

Xu Liu

Igor Spasojevic

Yuwei Wu

Yifei Shao

...

2024/2/15

Time-Varying Propensity Score to Bridge the Gap between the Past and Present

Rasool Fakoor

Jonas Mueller

Zachary C Lipton

Pratik Chaudhari

Alexander J Smola

2024

Investigating causal genetic effects on overall survival of glioblastoma patients using normalizing flow and structural causal model

Proceedings of SPIE--the International Society for Optical Engineering

Fanyang Yu

Rongguang Wang

Pratik Chaudhari

Christos Davatzikos

2024/2

Heat Death of Generative Models in Closed-Loop Learning

arXiv preprint arXiv:2404.02325

Matteo Marchi

Stefano Soatto

Pratik Chaudhari

Paulo Tabuada

2024/4/2

A Model for Multi-Agent Heterogeneous Interaction Problems

Christopher D Hsu

Mulugeta A Haile

Pratik Chaudhari

2024

The Training Process of Many Deep Networks Explores the Same Low-Dimensional Manifold

Proceedings of the National Academy of Sciences

Jialin Mao

Itay Griniasty

Han Kheng Teoh

Rahul Ramesh

Rubing Yang

...

2024/3/19

Automated estimation of microcirculation capillary density using relative perfusion maps

Rohit Jena

Yifan Wu

John C Greenwood

Pratik Chaudhari

James Gee

2024/4/2

Active Perception using Neural Radiance Fields

arXiv preprint arXiv:2310.09892

Siming He

Christopher D Hsu

Dexter Ong

Yifei Simon Shao

Pratik Chaudhari

2023/10/15

FireANTs: Adaptive Riemannian Optimization for Multi-Scale Diffeomorphic Registration

arXiv preprint arXiv:2404.01249

Rohit Jena

Pratik Chaudhari

James C Gee

2024/4/1

A Picture of the Prediction Space of Deep Networks

APS March Meeting Abstracts

Jialin Mao

Itay Griniasty

Rubing Yang

Han Kheng Teoh

Rahul Ramesh

...

2023

The Value of Out-of-Distribution Data

Ashwin De Silva

Rahul Ramesh

Carey Priebe

Pratik Chaudhari

Joshua T Vogelstein

2023/7/3

Bias in machine learning models can be significantly mitigated by careful training: Evidence from neuroimaging studies

Proceedings of the National Academy of Sciences

Rongguang Wang

Pratik Chaudhari

Christos Davatzikos

2023/2/7

Splatarmor: Articulated gaussian splatting for animatable humans from monocular rgb videos

arXiv preprint arXiv:2311.10812

Rohit Jena

Ganesh Subramanian Iyer

Siddharth Choudhary

Brandon Smith

Pratik Chaudhari

...

2023/11/17

Taming ai bots: Controllability of neural states in large language models

arXiv preprint arXiv:2305.18449

Stefano Soatto

Paulo Tabuada

Pratik Chaudhari

Tian Yu Liu

2023/5/29

Beyond mAP: Re-evaluating and Improving Performance in Instance Segmentation

arXiv preprint arXiv:2207.01614

Rohit Jena

Lukas Zhornyak

Nehal Doiphode

Vivek Buch

James Gee

...

2022/7/4

Sparse neural additive model: Interpretable deep learning with feature selection via group sparsity

Shiyun Xu

Zhiqi Bu

Pratik Chaudhari

Ian J Barnett

2023

Budgeting Counterfactual for Offline RL

Advances in Neural Information Processing Systems

Yao Liu

Pratik Chaudhari

Rasool Fakoor

2024/2/13

See List of Professors in Pratik Chaudhari University(University of Pennsylvania)

Co-Authors

H-index: 145
Yann LeCun

Yann LeCun

New York University

H-index: 94
Stefano Soatto

Stefano Soatto

University of California, Los Angeles

H-index: 59
Sertac Karaman

Sertac Karaman

Massachusetts Institute of Technology

H-index: 54
Riccardo Zecchina

Riccardo Zecchina

Università Commerciale Luigi Bocconi

H-index: 53
Zachary C. Lipton

Zachary C. Lipton

Carnegie Mellon University

H-index: 29
Adam M. Oberman

Adam M. Oberman

McGill University

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