Leslie M Collins

Leslie M Collins

Duke University

H-index: 44

North America-United States

About Leslie M Collins

Leslie M Collins, With an exceptional h-index of 44 and a recent h-index of 25 (since 2020), a distinguished researcher at Duke University, specializes in the field of signal processing.

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

Techniques for identifying acoustic biomarkers in left ventricular assist device recipients

Objective intelligibility measurement of reverberant vocoded speech for normal-hearing listeners: Towards facilitating the development of speech enhancement algorithms for …

Segment anything, from space?

Deep Active Learning for Scientific Computing in the Wild

Transformers For Recognition In Overhead Imagery: A Reality Check

Mixture manifold networks: a computationally efficient baseline for inverse modeling

Language model-guided classifier adaptation for brain-computer interfaces for communication

Meta-simulation for the Automated Design of Synthetic Overhead Imagery

Leslie M Collins Information

University

Position

Professor of Electrical and Computer Engineering

Citations(all)

6970

Citations(since 2020)

2306

Cited By

5660

hIndex(all)

44

hIndex(since 2020)

25

i10Index(all)

157

i10Index(since 2020)

49

Email

University Profile Page

Duke University

Google Scholar

View Google Scholar Profile

Leslie M Collins Skills & Research Interests

signal processing

Top articles of Leslie M Collins

Title

Journal

Author(s)

Publication Date

Techniques for identifying acoustic biomarkers in left ventricular assist device recipients

2024/3/19

Objective intelligibility measurement of reverberant vocoded speech for normal-hearing listeners: Towards facilitating the development of speech enhancement algorithms for …

The Journal of the Acoustical Society of America

Lidea K Shahidi

Leslie M Collins

Boyla O Mainsah

2024/3/1

Segment anything, from space?

Simiao Ren

Francesco Luzi

Saad Lahrichi

Kaleb Kassaw

Leslie M Collins

...

2024

Deep Active Learning for Scientific Computing in the Wild

arXiv preprint arXiv:2302.00098

Simiao Ren

Yang Deng

Willie J Padilla

Leslie Collins

Jordan Malof

2023/1/31

Transformers For Recognition In Overhead Imagery: A Reality Check

Francesco Luzi

Aneesh Gupta

Leslie Collins

Kyle Bradbury

Jordan Malof

2023

Mixture manifold networks: a computationally efficient baseline for inverse modeling

Proceedings of the AAAI Conference on Artificial Intelligence

Gregory P Spell

Simiao Ren

Leslie M Collins

Jordan M Malof

2023/6/26

Language model-guided classifier adaptation for brain-computer interfaces for communication

Xinlin J Chen

Leslie M Collins

Boyla O Mainsah

2022/10/9

Meta-simulation for the Automated Design of Synthetic Overhead Imagery

arXiv preprint arXiv:2209.08685

Handi Yu

Simiao Ren

Leslie M Collins

Jordan M Malof

2022/9/19

Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer

arXiv preprint arXiv:2212.12824

Evelyn A Stump

Francesco Luzi

Leslie M Collins

Jordan M Malof

2022/12/24

Suppressing reverberation in cochlear implant stimulus patterns using time-frequency masks based on phoneme groups

Proceedings of Meetings on Acoustics

Kevin Chu

Leslie Collins

Boyla Mainsah

2022/12/5

Parameter tuning of time-frequency masking algorithms for reverberant artifact removal within the cochlear implant stimulus

Cochlear implants international

Lidea K Shahidi

Leslie M Collins

Boyla O Mainsah

2022/11/2

Novel acoustic biomarker of quality of life in left ventricular assist device recipients

Journal of the American Heart Association

Boyla O Mainsah

Priyesh A Patel

Xinlin J Chen

Cameron Olsen

Leslie M Collins

...

2021/3/16

Evaluating the Effect of Longitudinal Dose and INR Data on Maintenance Warfarin Dose Predictions

Anish Karpurapu

Adam Krekorian

Ye Tian

Leslie M Collins

Ravi Karra

...

2021/7/27

Heart sound analysis in individuals supported with left ventricular assist devices

IEEE Transactions on Biomedical Engineering

Xinlin J Chen

Emma T LaPorte

Cameron Olsen

Leslie M Collins

Priyesh Patel

...

2021/2/19

Application of compositional neural networks for robust classification of infrared imagery

Gregory P Spell

Leslie M Collins

Jordan M Malof

2021/7/11

A causal deep learning framework for classifying phonemes in cochlear implants

Kevin Chu

Leslie Collins

Boyla Mainsah

2021/6/6

GridTracer: Automatic mapping of power grids using deep learning and overhead imagery

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Jordan M. Malof Bohao Huang

Jichen Yang

Artem Streltsov

Kyle Bradbury

Leslie M. Collins

2021/11

Assessing the intelligibility of vocoded speech using a remote testing framework

arXiv preprint arXiv:2105.14120

Kevin M Chu

Leslie M Collins

Boyla O Mainsah

2021/5/28

Mitigating the impact of psychophysical effects during adaptive stimulus selection in the P300 speller brain-computer interface

Xinlin J Chen

Leslie M Collins

Boyla O Mainsah

2021/11/1

Phoneme-Based Ratio Mask Estimation for Reverberant Speech Enhancement in Cochlear Implant Processors

arXiv preprint arXiv:2105.14135

Kevin M Chu

Leslie M Collins

Boyla O Mainsah

2021/5/28

See List of Professors in Leslie M Collins University(Duke University)