Search Results for author:
Found 5 papers, 2 papers with code
Galaxy 3D Shape Recovery using Mixture Density Network
Since the turn of the century, astronomers have been exploiting the rich information afforded by combining stellar kinematic maps and imaging in an attempt to recover the intrinsic, three-dimensional (3D) shape of a galaxy.
Applications of Machine Learning in Biopharmaceutical Process Development and Manufacturing: Current Trends, Challenges, and Opportunities
While machine learning (ML) has made significant contributions to the biopharmaceutical field, its applications are still in the early stages in terms of providing direct support for quality-by-design based development and manufacturing of biopharmaceuticals, hindering the enormous potential for bioprocesses automation from their development to manufacturing.
DeepFake Detection with Inconsistent Head Poses: Reproducibility and Analysis
Existing literature suggests that this method is an effective DeepFake detector, and its motivating principles are attractively simple.
The Maximal Eigengap Estimator for Acoustic Vector-Sensor Processing
This paper introduces the maximal eigengap estimator for finding the direction of arrival of a wideband acoustic signal using a single vector-sensor.
Color and Edge-Aware Adversarial Image Perturbations
Adversarial perturbation of images, in which a source image is deliberately modified with the intent of causing a classifier to misclassify the image, provides important insight into the robustness of image classifiers.
