Search Results for author: Eric C. Larson

Found 8 papers, 1 papers with code

CNN-Assisted Steganography -- Integrating Machine Learning with Established Steganographic Techniques

no code implementations25 Apr 2023 Andrew Havard, Theodore Manikas, Eric C. Larson, Mitchell A. Thornton

We propose a method to improve steganography by increasing the resilience of stego-media to discovery through steganalysis.

Steganalysis

LAST: Latent Space Assisted Adaptive Sampling for Protein Trajectories

1 code implementation27 Apr 2022 Hao Tian, Xi Jiang, Sian Xiao, Hunter La Force, Eric C. Larson, Peng Tao

Based on this characteristic, we proposed a new adaptive sampling method, latent space assisted adaptive sampling for protein trajectories (LAST), to accelerate the exploration of protein conformational space.

Smartphone Camera Oximetry in an Induced Hypoxemia Study

no code implementations31 Mar 2021 Jason S. Hoffman, Varun Viswanath, Xinyi Ding, Matthew J. Thompson, Eric C. Larson, Shwetak N. Patel, Edward Wang

Hypoxemia, a medical condition that occurs when the blood is not carrying enough oxygen to adequately supply the tissues, is a leading indicator for dangerous complications of respiratory diseases like asthma, COPD, and COVID-19.

Specificity

On the Interpretability of Deep Learning Based Models for Knowledge Tracing

no code implementations27 Jan 2021 Xinyi Ding, Eric C. Larson

In previous work, we critically examined the DKT model, visualizing and analyzing the behaviors of DKT in high dimensional space.

Decision Making Knowledge Tracing

AirWare: Utilizing Embedded Audio and Infrared Signals for In-Air Hand-Gesture Recognition

no code implementations25 Jan 2021 Nibhrat Lohia, Raunak Mundada, Arya D. McCarthy, Eric C. Larson

We introduce AirWare, an in-air hand-gesture recognition system that uses the already embedded speaker and microphone in most electronic devices, together with embedded infrared proximity sensors.

Hand Gesture Recognition Hand-Gesture Recognition Human-Computer Interaction

Swapped Face Detection using Deep Learning and Subjective Assessment

no code implementations10 Sep 2019 Xinyi Ding, Zohreh Raziei, Eric C. Larson, Eli V. Olinick, Paul Krueger, Michael Hahsler

In this study, we use deep transfer learning for face swapping detection, showing true positive rates >96% with very few false alarms.

Face Detection Face Swapping +2

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