Akila de Silva

16 papers A* 1B 1C 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
STEM Faculty Perspectives on Generative AI in Higher Education.
CoRR
Akila de Silva, Isabel Hyo Jung Song, Hui Yang, Shah Rukh Humayoun
2025 J jnl
RipScout: Realtime ML-Assisted Rip Current Detection and Automated Data Collection Using UAVs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fahim Hasan Khan, Donald Stewart, Akila de Silva, Ashleigh Palinkas, Gregory Dusek, James Davis, Alex Pang
2024 J jnl
RipViz: Finding Rip Currents by Learning Pathline Behavior.
IEEE Trans. Vis. Comput. Graph.
Akila de Silva, Mona Zhao, Donald Stewart, Fahim Hasan Khan, Gregory Dusek, James Davis, Alex Pang
2024 J jnl
SmartCS: Enabling the Creation of ML-Powered Computer Vision Mobile Apps for Citizen Science Applications without Coding.
CoRR
Fahim Hasan Khan, Akila de Silva, Gregory Dusek, James Davis, Alex Pang
2024 J jnl
VortexViz: Finding Vortex Boundaries by Learning from Particle Trajectories.
CoRR
Akila de Silva, Nicholas Tee, Omkar Ghanekar, Fahim Hasan Khan, Gregory Dusek, James Davis, Alex Pang
2024 C conf
WIP: Citizen Science Tools with Machine Learning as a Pathway to Engage High School Students in Research.
FIE
Fahim Hasan Khan, Emily Lovell, Akila de Silva, Gregory Dusek, James Davis, Alex Pang
2023 — —
Deep Learning for Flow Feature Detection
Akila de Silva
2023 J jnl
RipViz: Finding Rip Currents by Learning Pathline Behavior.
CoRR
Akila de Silva, Mona Zhao, Donald Stewart, Fahim Hasan Khan, Gregory Dusek, James Davis, Alex Pang
2022 J jnl
Authoring Platform for Mobile Citizen Science Apps with Client-side ML.
CoRR
Fahim Hasan Khan, Akila de Silva, Gregory Dusek, James Davis, Alex Pang
2022 J jnl
Flow-Based Rip Current Detection and Visualization.
IEEE Access
Issei Mori, Akila de Silva, Gregory Dusek, James Davis, Alex Pang
2022 A* conf
How much does input data type impact final face model accuracy?
CVPR
Jiahao Luo, Fahim Hasan Khan, Issei Mori, Akila de Silva, Eric Sandoval Ruezga, Minghao Liu, Alex Pang, James Davis
2021 — conf
Authoring Platform for Mobile Citizen Science Apps with Client-side ML.
CSCW Companion
Fahim Hasan Khan, Akila de Silva, Gregory Dusek, James Davis, Alex Pang
2021 J jnl
Automated Rip Current Detection with Region based Convolutional Neural Networks.
CoRR
Akila de Silva, Issei Mori, Gregory Dusek, James Davis, Alex Pang
2021 B conf
Face Models: How Good Does My Data Need To Be?
ICIP
Jiahao Luo, Fahim Khan, Issei Mori, Akila de Silva, Eric Ruezga, James Davis
2019 — conf
Sequential Image Synthesis for Human Activity Video Generation.
ICIAR (2)
Fahim Hasan Khan, Akila de Silva, Jayanth Yetukuri, Narges Norouzi
2008 — conf
Stray light and shading reduction in digital photography: a new model and algorithm.
Digital Photography
Jianing Wei, Burak Bitlis, Alan Bernstein, Akila de Silva, Peter A. Jansson, Jan P. Allebach