Ankita Shukla

About Ankita Shukla

Ankita Shukla, With an exceptional h-index of 11 and a recent h-index of 9 (since 2020), a distinguished researcher at Indraprastha Institute of Information Technology, specializes in the field of Deep Learning, Geometric Methods, Computer Vision, AI for Wildlife Conservation, AI for Science.

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

Leveraging Angular Distributions for Improved Knowledge Distillation

Polynomial Implicit Neural Representations For Large Diverse Datasets

Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study

Latent Sequence Generation of Steered Molecular Dynamics

Machine-Learning Approach for Automatic Detection of Wild Beluga Whales from Hand-Held Camera Pictures

Topological Knowledge Distillation for Wearable Sensor Data

The Gradient-Boosting Method for Tackling High Computing Demand in Underwater Acoustic Propagation Modeling

Learning Free Energy Pathways through Reinforcement Learning of Adaptive Steered Molecular Dynamics

Ankita Shukla Information

University

Position

___

Citations(all)

327

Citations(since 2020)

223

Cited By

191

hIndex(all)

11

hIndex(since 2020)

9

i10Index(all)

13

i10Index(since 2020)

9

Email

University Profile Page

Indraprastha Institute of Information Technology

Google Scholar

View Google Scholar Profile

Ankita Shukla Skills & Research Interests

Deep Learning

Geometric Methods

Computer Vision

AI for Wildlife Conservation

AI for Science

Top articles of Ankita Shukla

Title

Journal

Author(s)

Publication Date

Leveraging Angular Distributions for Improved Knowledge Distillation

arXiv e-prints

Eun Som Jeon

Hongjun Choi

Ankita Shukla

Pavan Turaga

2023/2

Polynomial Implicit Neural Representations For Large Diverse Datasets

Rajhans Singh

Ankita Shukla

Pavan Turaga

2023

Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study

Hongjun Choi

Eun Som Jeon

Ankita Shukla

Pavan Turaga

2023

Latent Sequence Generation of Steered Molecular Dynamics

John Kevin Cava

Ankita Shukla

John Wyatt Vant

Shubhra Kanti Karmaker

Pavan K Turaga

...

2023/3/3

Machine-Learning Approach for Automatic Detection of Wild Beluga Whales from Hand-Held Camera Pictures

Sensors

Voncarlos M Araújo

Ankita Shukla

Clément Chion

Sébastien Gambs

Robert Michaud

2022/1

Topological Knowledge Distillation for Wearable Sensor Data

E.S. Jeon

H. Choi

A. Shukla

Y. Wang

M.P. Buman

...

2023

The Gradient-Boosting Method for Tackling High Computing Demand in Underwater Acoustic Propagation Modeling

Journal of Marine Science and Engineering

Dominic Lagrois

Tyler R Bonnell

Ankita Shukla

Clément Chion

2022/7

Learning Free Energy Pathways through Reinforcement Learning of Adaptive Steered Molecular Dynamics

bioRxiv

Nicholas Ho

John Kevin Cava

John Vant

Ankita Shukla

Jake Miratsky

...

2022

Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data

IEEE Internet of Things Journal

Eun Som Jeon

Anirudh Som

Ankita Shukla

Kristina Hasanaj

Matthew P Buman

...

2021/12/29

Towards Conditional Generation of Minimal Action Potential Pathways for Molecular Dynamics

arXiv preprint arXiv:2111.14053

John Kevin Cava

John Vant

Nicholas Ho

Ankita Shukla

Pavan Turaga

...

2021/11/28

Geometric Priors for Scientific Generative Models in Inertial Confinement Fusion

arXiv preprint arXiv:2111.12798

Ankita Shukla

Rushil Anirudh

Eugene Kur

Jayaraman J Thiagarajan

Peer-Timo Bremer

...

2021/11/24

Interpretable COVID-19 Chest X-Ray Classification via Orthogonality Constraint

arXiv preprint arXiv:2102.08360

Ella Y Wang

Anirudh Som

Ankita Shukla

Hongjun Choi

Pavan Turaga

2021/2/2

GraCIAS: Grassmannian of Corrupted Images for Adversarial Security

arXiv preprint arXiv:2005.02936

Ankita Shukla

Pavan Turaga

Saket Anand

2020/5/6

Exploring geometric constraints for learning representations for visual data

Ankita Shukla

Saket Anand

2020

See List of Professors in Ankita Shukla University(Indraprastha Institute of Information Technology)

Co-Authors

H-index: 60
Matthew Buman

Matthew Buman

Arizona State University

H-index: 43
Angshul Majumdar

Angshul Majumdar

Indraprastha Institute of Information Technology

H-index: 38
Pavan Turaga

Pavan Turaga

Arizona State University

H-index: 23
Sujay Deb

Sujay Deb

Indraprastha Institute of Information Technology

H-index: 17
James Hogan

James Hogan

Queensland University of Technology

H-index: 15
Ryan Farrell

Ryan Farrell

Brigham Young University

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