B.S. Manjunath

B.S. Manjunath

University of California, Santa Barbara

H-index: 79

North America-United States

About B.S. Manjunath

B.S. Manjunath, With an exceptional h-index of 79 and a recent h-index of 39 (since 2020), a distinguished researcher at University of California, Santa Barbara, specializes in the field of Multimodal Langauage Models, Machine Learning, computer vision, camera networks.

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

Q-RBSA: high-resolution 3D EBSD map generation using an efficient quaternion transformer network

CIMGEN: Controlled Image Manipulation by Finetuning Pretrained Generative Models on Limited Data

DETECTING DIGITAL IMAGE MANIPULATIONS

Role Representation and Re-identification from Appearance and Activity Maps

DDS: Decoupled Dynamic Scene-Graph Generation Network

Gtnet: Guided transformer network for detecting human-object interactions

BLoad: Enhancing Neural Network Training with Efficient Sequential Data Handling

StressVision: Non-Invasive Stress Detection from Thermal Videos

B.S. Manjunath Information

University

Position

Distinguished Professor Electrical & Computer Engineering

Citations(all)

43552

Citations(since 2020)

9686

Cited By

36699

hIndex(all)

79

hIndex(since 2020)

39

i10Index(all)

271

i10Index(since 2020)

113

Email

University Profile Page

University of California, Santa Barbara

Google Scholar

View Google Scholar Profile

B.S. Manjunath Skills & Research Interests

Multimodal Langauage Models

Machine Learning

computer vision

camera networks

Top articles of B.S. Manjunath

Title

Journal

Author(s)

Publication Date

Q-RBSA: high-resolution 3D EBSD map generation using an efficient quaternion transformer network

npj Computational Materials

Devendra K Jangid

Neal R Brodnik

McLean P Echlin

Chandrakanth Gudavalli

Connor Levenson

...

2024/1/30

CIMGEN: Controlled Image Manipulation by Finetuning Pretrained Generative Models on Limited Data

arXiv preprint arXiv:2401.13006

Chandrakanth Gudavalli

Erik Rosten

Lakshmanan Nataraj

Shivkumar Chandrasekaran

BS Manjunath

2024/1/23

DETECTING DIGITAL IMAGE MANIPULATIONS

2023/12/5

Role Representation and Re-identification from Appearance and Activity Maps

Carlos Torres

Archith Bency

Jefferey Fried

BS Manjunath

2023/12/11

DDS: Decoupled Dynamic Scene-Graph Generation Network

arXiv preprint arXiv:2301.07666

ASM Iftekhar

Raphael Ruschel

Satish Kumar

Suya You

BS Manjunath

2023/1/18

Gtnet: Guided transformer network for detecting human-object interactions

ASM Iftekhar

Satish Kumar

R Austin McEver

Suya You

BS Manjunath

2023/6/13

BLoad: Enhancing Neural Network Training with Efficient Sequential Data Handling

arXiv preprint arXiv:2310.10879

Raphael Ruschel

ASM Iftekhar

BS Manjunath

Suya You

2023/10/16

StressVision: Non-Invasive Stress Detection from Thermal Videos

Calvin Xia

Vikram Bhagavatula

Jason Moraes

William Peng

Ryan Murakawa-Rubin

...

2023

Context-driven detection of invertebrate species in deep-sea video

arXiv preprint arXiv:2206.00718

R Austin McEver

Bowen Zhang

Connor Levenson

ASM Iftekhar

BS Manjunath

2022/6/1

ReTrace: Topological evaluation of white matter tractography algorithms using Reeb graphs

S Shailja

Jefferson W Chen

Scott T Grafton

BS Manjunath

2023/10/8

Controlled image manipulations using semantic labels

2023/12/28

AI-based analysis of the shunt treatment in pre-and post-surgery computed tomography brain scans of iNPH patients

medRxiv

S Shailja

Christopher Nguyen

Krithika Thanigaivelan

Vikram Bhagavatula

Jefferson W Chen

...

2023

Resampling estimation based rpc metadata verification in satellite imagery

IEEE Transactions on Information Forensics and Security

Chandrakanth Gudavalli

Michael Goebel

Tejaswi Nanjundaswamy

Lakshmanan Nataraj

Shivkumar Chandrasekaran

...

2023/5/15

A robust approach to 3D neuron shape representation for quantification and classification

BMC bioinformatics

Jiaxiang Jiang

Michael Goebel

Cezar Borba

William Smith

BS Manjunath

2023/9/28

Deep learning methods for event verification and image re-purposing detection

2023/12/26

Methanemapper: Spectral absorption aware hyperspectral transformer for methane detection

Satish Kumar

Ivan Arevalo

ASM Iftekhar

BS Manjunath

2023

3D Neuron Morphology Analysis

Research Square

Jiaxiang Jiang

Michael Goebel

Cezar Borba

William Smith

BS Manjunath

2023/5/10

ReeBundle: a method for topological modeling of white matter pathways using diffusion MRI

IEEE Transactions on Medical Imaging

S Shailja

Vikram Bhagavatula

Matthew Cieslak

Jean M Vettel

Scott T Grafton

...

2023/8/17

Rational polynomial coefficient based metadata verification

2023/12/12

Automatic classification and neurotransmitter prediction of synapses in electron microscopy-CORRIGENDUM

Biological Imaging

Angela Zhang

S Shailja

Cezar Borba

Yishen Miao

Michael Goebel

...

2022

See List of Professors in B.S. Manjunath University(University of California, Santa Barbara)

Co-Authors

H-index: 120
Wei-Ying Ma

Wei-Ying Ma

Tsinghua University

H-index: 71
Upamanyu Madhow

Upamanyu Madhow

University of California, Santa Barbara

H-index: 44
Thomas Sikora

Thomas Sikora

Technische Universität Berlin

H-index: 39
Philippe Salembier

Philippe Salembier

Universidad Politécnica de Cataluña

H-index: 24
Anindya Sarkar

Anindya Sarkar

University of California, Santa Barbara

H-index: 21
Boguslaw Obara

Boguslaw Obara

Newcastle University

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