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12/14/2022
3D Neuron Morphology Analysis
We consider the problem of finding an accurate representation of neuron ...
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11/17/2022
Generalizable Deepfake Detection with Phase-Based Motion Analysis
We propose PhaseForensics, a DeepFake (DF) video detection method that l...
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08/17/2022
Deep Learning Enabled Time-Lapse 3D Cell Analysis
This paper presents a method for time-lapse 3D cell analysis. Specifical...
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06/22/2022
LECA: A Learned Approach for Efficient Cover-agnostic Watermarking
In this work, we present an efficient multi-bit deep image watermarking ...
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04/12/2021
Holistic Image Manipulation Detection using Pixel Co-occurrence Matrices
Digital image forensics aims to detect images that have been digitally m...
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03/19/2021
Attribution of Gradient Based Adversarial Attacks for Reverse Engineering of Deceptions
Machine Learning (ML) algorithms are susceptible to adversarial attacks ...
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11/18/2020
StressNet: Detecting Stress in Thermal Videos
Precise measurement of physiological signals is critical for the effecti...
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07/20/2020
Detection, Attribution and Localization of GAN Generated Images
Recent advances in Generative Adversarial Networks (GANs) have led to th...
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04/16/2019