753 citations
- United States Air Force Research LaboratoryUS13 papers
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13 papers · 1 filter
Understanding Deep Neural Network Predictions for Medical Imaging Applications
Barath Narayanan Narayanan, Manawaduge Supun De Silva, Russell C. Hardie +2
Computer-aided detection has been a research area attracting great interest in the past decade. Machine learning algorithms have been utilized extensively for this application as t…
Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking
Isaiah Onando Mulang, Kuldeep Singh, Akhilesh Vyas +4
The collaborative knowledge graphs such as Wikidata excessively rely on the crowd to author the information. Since the crowd is not bound to a standard protocol for assigning entit…
PacketCGAN: Exploratory Study of Class Imbalance for Encrypted Traffic Classification Using CGAN
Pan Wang, Shuhang Li, Feng Ye +2
With more and more adoption of Deep Learning (DL) in the field of image processing, computer vision and NLP, researchers have begun to apply DL to tackle with encrypted traffic cla…
Phase change dynamics and 2-dimensional 4-bit memory in Ge2Sb2Te5 via telecom-band encoding
Gary A. Sevison, Shiva Farzinazar, Joshua A. Burrow +8
As modern computing gets continuously pushed up against the von Neumann Bottleneck -- limiting the ultimate speeds for data transfer and computation -- new computing methods are ne…
Photonic Cyclone: spatiotemporal optical vortex with controllable transverse orbital angular momentum
Andy Chong, Chenhao Wan, Jian Chen +1
Today, it is well known that light possesses a linear momentum which is along the propagation direction. Besides, scientists also discovered that light can possess an angular momen…
Skin Lesion Segmentation and Classification for ISIC 2018 by Combining Deep CNN and Handcrafted Features
Redha Ali, Russell C. Hardie, Manawaduge Supun De Silva +1
This short report describes our submission to the ISIC 2018 Challenge in Skin Lesion Analysis Towards Melanoma Detection for Task1 and Task 3. This work has been accomplished by a…