Wele Gedara Chaminda Bandara
I am a Ph.D. student in Electrical and Computer Engineering (ECE) department at Johns Hopkins University. Under the supervision of Prof. Vishal M. Patel, I am a part of Vision and Image Understanding Lab where I am dedicating my time and efforts towards advancing the field of Computer Vision and Deep Learning.
My current research focuses on representation learning from videos using masked autoencoders. I am passionate about improving deep learning models and their applications in computer vision. I am always looking for opportunities to collaborate with others in the field and I am open to new challenges and ideas.
If you would like to learn more about my research, please feel free to visit my research page. I am eager to connect and explore potential collaborations with others in the field.
Updates
May 1, 2023: I joined Apple as video research intern!
Feb 27, 2023: Two papers accepted for the CVPR'23.
AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders (click here)
Unite and Conquer: Cross Dataset Multimodal Synthesis using Diffusion Models (click here)
May 4, 2022: Our paper "Orientation-guided Graph Convolutional Network for Bone Surface Segmentation" has been accepted at MICCAI'22 (early acceptance). Click here to find out more about this work.
April 29, 2022: Our paper "SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving" has been selected for the finalists (top 3) of the ICRA 2022 Outstanding Automation paper!
March 1, 2022: Our paper "HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening" has been accepted at CVPR'22. Click here to find out more about this work.
February 23, 2022: Our paper "SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving" has been accepted for presentation in ICRA'22. Click here to find out more about this work.
Contact
Personal email: w.chamindabandara@gmail.com
JHU email: wbandar1@jhu.edu
Office: Barton 225-A, Electrical and Computer Engineering, Johns Hopkins University, 3400 North Charles Street, Baltimore, MD 21218, USA
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