614 citations · 1.8k across the 62 of their papers we have counts for
72 papers
Detection and tracking of gas plumes in LWIR hyperspectral video sequence data
Torin Gerhart, Justin Sunu, Ekaterina Merkurjev +3
Automated detection of chemical plumes presents a segmentation challenge. The segmentation problem for gas plumes is difficult due to the diffusive nature of the cloud. The advanta…
A Primal-Dual Framework for Transformers and Neural Networks
Tan M. Nguyen, Tam Nguyen, Nhat Ho +3
Self-attention is key to the remarkable success of transformers in sequence modeling tasks including many applications in natural language processing and computer vision. Like neur…
Novel Batch Active Learning Approach and Its Application to Synthetic Aperture Radar Datasets
James Chapman, Bohan Chen, Zheng Tan +3
Active learning improves the performance of machine learning methods by judiciously selecting a limited number of unlabeled data points to query for labels, with the aim of maximal…
An electro-hydrodynamics modeling of droplet actuation on solid surface by surfactant-mediated electro-dewetting
Weiqi Chu, Hangjie Ji, Qining Wang +2
We propose an electro-hydrodynamics model to describe the dynamic evolution of a slender drop containing a dilute ionic surfactant on a naturally wettable surface, with a varying e…
Graph-based Active Learning for Surface Water and Sediment Detection in Multispectral Images
Bohan Chen, Kevin Miller, Andrea L. Bertozzi +1
We develop a graph active learning pipeline (GAP) to detect surface water and in-river sediment pixels in satellite images. The active learning approach is applied within the train…
Structural Equivalence in Subgraph Matching
Dominic Yang, Yurun Ge, Thien Nguyen +3
Symmetry plays a major role in subgraph matching both in the description of the graphs in question and in how it confounds the search process. This work addresses how to quantify t…