Wele Gedara Chaminda Bandara

Wele Gedara Chaminda Bandara

Johns Hopkins University

H-index: 11

North America-United States

About Wele Gedara Chaminda Bandara

Wele Gedara Chaminda Bandara, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Johns Hopkins University, specializes in the field of Computer Vision, Deep Learning, Self-Supervised Learning, Video Understanding, Remote Sensing.

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

Attention Prompt Tuning: Parameter-efficient Adaptation of Pre-trained Models for Spatiotemporal Modeling

Unite and conquer: Plug & play multi-modal synthesis using diffusion models

Guarding Barlow Twins Against Overfitting with Mixed Samples

Self-Paced Augmentations (SPAug) for Improving Model Robustness

SAR despeckling using a denoising diffusion probabilistic model

Diffuse-denoise-count: Accurate crowd-counting with diffusion models

Deep Metric Learning for Unsupervised Remote Sensing Change Detection

Image Generation with Multimodal Priors using Denoising Diffusion Probabilistic Models

Wele Gedara Chaminda Bandara Information

University

Position

Electrical and Computer Engineering

Citations(all)

604

Citations(since 2020)

604

Cited By

24

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

15

i10Index(since 2020)

15

Email

University Profile Page

Johns Hopkins University

Google Scholar

View Google Scholar Profile

Wele Gedara Chaminda Bandara Skills & Research Interests

Computer Vision

Deep Learning

Self-Supervised Learning

Video Understanding

Remote Sensing

Top articles of Wele Gedara Chaminda Bandara

Title

Journal

Author(s)

Publication Date

Attention Prompt Tuning: Parameter-efficient Adaptation of Pre-trained Models for Spatiotemporal Modeling

arXiv preprint arXiv:2403.06978

Wele Gedara Chaminda Bandara

Vishal M Patel

2024/3/11

Unite and conquer: Plug & play multi-modal synthesis using diffusion models

Nithin Gopalakrishnan Nair

Wele Gedara Chaminda Bandara

Vishal M Patel

2023

Guarding Barlow Twins Against Overfitting with Mixed Samples

arXiv preprint arXiv:2312.02151

Wele Gedara Chaminda Bandara

Celso M De Melo

Vishal M Patel

2023/12/4

Self-Paced Augmentations (SPAug) for Improving Model Robustness

Wele Gedara Chaminda Bandara

Amin Ghiasi

S Vishwanath

Ali Shafahi

Reza Ardekani

2023/10/13

SAR despeckling using a denoising diffusion probabilistic model

IEEE Geoscience and Remote Sensing Letters

Malsha V Perera

Nithin Gopalakrishnan Nair

Wele Gedara Chaminda Bandara

Vishal M Patel

2023/4/26

Diffuse-denoise-count: Accurate crowd-counting with diffusion models

arXiv preprint arXiv:2303.12790

Yasiru Ranasinghe

Nithin Gopalakrishnan Nair

Wele Gedara Chaminda Bandara

Vishal M Patel

2023/3/22

Deep Metric Learning for Unsupervised Remote Sensing Change Detection

arXiv preprint arXiv:2303.09536

Wele Gedara Chaminda Bandara

Vishal M Patel

2023/3/16

Image Generation with Multimodal Priors using Denoising Diffusion Probabilistic Models

arXiv e-prints

Nithin Gopalakrishnan Nair

Wele Gedara Chaminda Bandara

Vishal M Patel

2022/6

Revisiting consistency regularization for semi-supervised change detection in remote sensing images

arXiv preprint arXiv:2204.08454

Wele Gedara Chaminda Bandara

Vishal M Patel

2022/4/18

AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders

Wele Gedara Chaminda Bandara

Naman Patel

Ali Gholami

Mehdi Nikkhah

Motilal Agrawal

...

2022/11/16

Transformer-based SAR Image Despeckling

Malsha V Perera

Wele Gedara Chaminda Bandara

Jeya Maria Jose Valanarasu

Vishal M Patel

2022/7/17

Orientation-guided graph convolutional network for bone surface segmentation

Aimon Rahman

Wele Gedara Chaminda Bandara

Jeya Maria Jose Valanarasu

Ilker Hacihaliloglu

Vishal M Patel

2022/9/16

A Transformer-Based Siamese Network for Change Detection

Wele Gedara Chaminda Bandara

Vishal M Patel

2022/1/4

Sar despeckling using overcomplete convolutional networks

Malsha V Perera

Wele Gedara Chaminda Bandara

Jeya Maria Jose Valanarasu

Vishal M Patel

2022/7/17

HyperTransformer: A textural and spectral feature fusion transformer for pansharpening

Wele Gedara Chaminda Bandara

Vishal M Patel

2022

Ddpm-cd: Remote sensing change detection using denoising diffusion probabilistic models

arXiv preprint arXiv:2206.11892

Wele Gedara Chaminda Bandara

Nithin Gopalakrishnan Nair

Vishal M Patel

2022/6/23

Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual Reconstruction

IEEE Transactions on Geoscience and Remote Sensing

Wele Gedara Chaminda Bandara

Jeya Maria Jose Valanarasu

Vishal M. Patel

2021/12/28

A sensitivity matrix approach using two-stage optimization for voltage regulation of LV networks with high PV penetration

Energies

AS Jameel Hassan

Umar Marikkar

GW Kasun Prabhath

Aranee Balachandran

WG Chaminda Bandara

...

2021/10/13

SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving

Wele Gedara Chaminda Bandara

Jeya Maria Jose Valanarasu

Vishal M Patel

2021/9/16

A complete state estimation algorithm for a three-phase four-wire low voltage distribution system with high penetration of solar PV

International Journal of Electrical Power & Energy Systems

Wele Gedara Chaminda Bandara

Dilini Almeida

Roshan Indika Godaliyadda

Mervyn Parakrama Ekanayake

Janaka Ekanayake

2021/1/1

See List of Professors in Wele Gedara Chaminda Bandara University(Johns Hopkins University)

Co-Authors

H-index: 82
Vishal M. Patel

Vishal M. Patel

Johns Hopkins University

H-index: 53
Janaka Ekanayake

Janaka Ekanayake

University of Peradeniya

H-index: 26
Ilker Hacihaliloglu

Ilker Hacihaliloglu

Rutgers, The State University of New Jersey

H-index: 18
Jeya Maria Jose V.

Jeya Maria Jose V.

Johns Hopkins University

H-index: 16
Roshan Godaliyadda ;

Roshan Godaliyadda ;

University of Peradeniya

H-index: 16
Mervyn Parakrama B Ekanayake ; Parakrama B Ekanayake

Mervyn Parakrama B Ekanayake ; Parakrama B Ekanayake

University of Peradeniya

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