Brian Kulis

Brian Kulis

Boston University

H-index: 37

North America-United States

About Brian Kulis

Brian Kulis, With an exceptional h-index of 37 and a recent h-index of 28 (since 2020), a distinguished researcher at Boston University, specializes in the field of Machine Learning, Artificial Intelligence, Computer Vision.

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

Maximum-Entropy Adversarial Audio Augmentation for Keyword Spotting

The NeurIPS 2023 Machine Learning for Audio Workshop: Affective Audio Benchmarks and Novel Data

Runtime Performance Anomaly Diagnosis in Production HPC Systems Using Active Learning

A Data Centric Approach for Unsupervised Domain Generalization via Retrieval from Web Scale Multimodal Data

Image-Caption Encoding for Improving Zero-Shot Generalization

Supervised metric learning to rank for retrieval via contextual similarity optimization

Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning

Prodigy: Towards unsupervised anomaly detection in production hpc systems

Brian Kulis Information

University

Position

Associate Professor

Citations(all)

19189

Citations(since 2020)

7832

Cited By

14932

hIndex(all)

37

hIndex(since 2020)

28

i10Index(all)

47

i10Index(since 2020)

44

Email

University Profile Page

Boston University

Google Scholar

View Google Scholar Profile

Brian Kulis Skills & Research Interests

Machine Learning

Artificial Intelligence

Computer Vision

Top articles of Brian Kulis

Title

Journal

Author(s)

Publication Date

Maximum-Entropy Adversarial Audio Augmentation for Keyword Spotting

arXiv preprint arXiv:2401.06897

Zuzhao Ye

Gregory Ciccarelli

Brian Kulis

2024/1/12

The NeurIPS 2023 Machine Learning for Audio Workshop: Affective Audio Benchmarks and Novel Data

Alice Baird

Rachel Manzelli

Panagiotis Tzirakis

Chris Gagne

Haoqi Li

...

2023/9

Runtime Performance Anomaly Diagnosis in Production HPC Systems Using Active Learning

IEEE Transactions on Parallel and Distributed Systems

Burak Aksar

Efe Sencan

Benjamin Schwaller

Omar Aaziz

Vitus J Leung

...

2024/2/13

A Data Centric Approach for Unsupervised Domain Generalization via Retrieval from Web Scale Multimodal Data

arXiv preprint arXiv:2402.04416

Christopher Liao

Theodoros Tsiligkaridis

Brian Kulis

2024/2/6

Image-Caption Encoding for Improving Zero-Shot Generalization

arXiv preprint arXiv:2402.02662

Eric Yang Yu

Christopher Liao

Sathvik Ravi

Theodoros Tsiligkaridis

Brian Kulis

2024/2/5

Supervised metric learning to rank for retrieval via contextual similarity optimization

Christopher Liao

Theodoros Tsiligkaridis

Brian Kulis

2023/7/3

Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning

arXiv preprint arXiv:2311.13612

Christopher Liao

Theodoros Tsiligkaridis

Brian Kulis

2023/11/21

Prodigy: Towards unsupervised anomaly detection in production hpc systems

Burak Aksar

Efe Sencan

Benjamin Schwaller

Omar Aaziz

Vitus J Leung

...

2023/11/12

ICE: Image-Caption Encoding for Improved Out-Of-Distribution Generalization In Vision-Language Models

Eric Yang Yu

Christopher Liao

Sathvik Ravi

Theodoros Tsiligkaridis

Brian Kulis

2023/10/13

Towards Practical Machine Learning Frameworks for Performance Diagnostics in Supercomputers

Burak Aksar

Efe Sencan

Benjamin Schwaller

Vitus J Leung

Jim Brandt

...

2023/8/10

Latency control for keyword spotting

arXiv preprint arXiv:2206.07261

Christin Jose

Joseph Wang

Grant P Strimel

Mohammad Omar Khursheed

Yuriy Mishchenko

...

2022/6/15

Pick up the pace: Fast and simple domain adaptation via ensemble pseudo-labeling

arXiv preprint arXiv:2205.13508

Christopher Liao

Theodoros Tsiligkaridis

Brian Kulis

2022/5/26

Substitutional neural image compression

Xiao Wang

Ding Ding

Wei Jiang

Wei Wang

Xiaozhong Xu

...

2022/12/7

Supervised Metric Learning for Retrieval via Contextual Similarity Optimization

Christopher Liao

Theodoros Tsiligkaridis

Brian Kulis

2022/9/29

Albadross: Active learning based anomaly diagnosis for production hpc systems

Burak Aksar

Efe Sencan

Benjamin Schwaller

Omar Aaziz

Vitus J Leung

...

2022/9/5

Faster algorithms for learning convex functions

Ali Siahkamari

Durmus Alp Emre Acar

Christopher Liao

Kelly L Geyer

Venkatesh Saligrama

...

2022/6/28

Convolutional neural network denoising of focused ion beam micrographs

Minxu Peng

Mertcan Cokbas

Unay Dorken Gallastegi

Prakash Ishwar

Janusz Konrad

...

2021/10/25

-Annealed Variational Autoencoder for glitches

arXiv preprint arXiv:2107.10667

Sivaramakrishnan Sankarapandian

Brian Kulis

2021/7/20

Real-time localized photorealistic video style transfer

Xide Xia

Tianfan Xue

Wei-sheng Lai

Zheng Sun

Abby Chang

...

2021

Tiny-crnn: Streaming wakeword detection in a low footprint setting

Mohammad Omar Khursheed

Christin Jose

Rajath Kumar

Gengshen Fu

Brian Kulis

...

2021/12/13

See List of Professors in Brian Kulis University(Boston University)

Co-Authors

H-index: 203
Michael I. Jordan

Michael I. Jordan

University of California, Berkeley

H-index: 161
Trevor Darrell

Trevor Darrell

University of California, Berkeley

H-index: 85
John Hopcroft

John Hopcroft

Cornell University

H-index: 81
Kate Saenko

Kate Saenko

Boston University

H-index: 76
Bart Selman

Bart Selman

Cornell University

H-index: 65
Suvrit Sra

Suvrit Sra

Massachusetts Institute of Technology

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