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Sensing Ambiguity in Henry James' "The Turn of the Screw"
VictorMakarenkov, YaelSegalovitz....
Published date-11/21/2020
WordEmbeddings
Fields such as the philosophy of language, continental philosophy, and literary studies have long established that human language is, at its essence, ambiguous and that this quality, although challenging to …
One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks
KemalOksuz, BarisCanCam, SinanKalkan....
Published date-11/21/2020
InstanceSegmentation, KeypointDetection, ObjectDetection, PanopticSegmentation, SemanticSegmentation
Despite being widely used as a performance measure for visual detection tasks, Average Precision (AP) is limited in (i) including localisation quality, (ii) interpretability and (iii) applicability to outputs without …
Height Prediction and Refinement from Aerial Images with Semantic and Geometric Guidance
ElhousniMahdi, HuangXinming, ZhangZiming....
Published date-11/21/2020
Denoising
Deep learning provides a powerful new approach to many computer vision tasks. Height prediction from aerial images is one of those tasks that benefited greatly from the deployment of deep …
Emergent Road Rules In Multi-Agent Driving Environments
AvikPal, JonahPhilion, Yuan-HongLiao....
Published date-11/21/2020
AutonomousVehicles
For autonomous vehicles to safely share the road with human drivers, autonomous vehicles must abide by specific "road rules" that human drivers have agreed to follow. "Road rules" include rules …
On-Chip Error-triggered Learning of Multi-layer Memristive Spiking Neural Networks
MelikaPayvand, MohammedE.Fouda, FadiKurdahi....
Published date-11/21/2020
Recent breakthroughs in neuromorphic computing show that local forms of gradient descent learning are compatible with Spiking Neural Networks (SNNs) and synaptic plasticity. Although SNNs can be scalably implemented using …
CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images
JamesRenHouLee, MayaPavlova, MahmoudFamouri....
Published date-11/21/2020
Skin cancer continues to be the most frequently diagnosed form of cancer in the U.S., with not only significant effects on health and well-being but also significant economic costs associated …