How To Read Research Papers

Thesis Deployment Optimization of IoT Devices through Attack Graph Analysis. (arXiv:1911.06811v1 [cs.CR])
The Internet of things (IoT) has become an integral part of our life at both work and home. However, these...

Adaptive Learning Guidance System (ALGS). (arXiv:1911.06812v1 [cs.CY])
This poster presents the conceptual framework of the Adaptive Learning Guidance System ALGS. The system aims to propose a model...

Transfer Learning of fMRI Dynamics. (arXiv:1911.06813v1 [eess.IV])
As a mental disorder progresses, it may affect brain structure, but brain function expressed in brain dynamics is affected much...

Experiments in Detecting Persuasion Techniques in the News. (arXiv:1911.06815v1 [cs.CL])
Many recent political events, like the 2016 US Presidential elections or the 2018 Brazilian elections have raised the attention of...

QC-Automator: Deep Learning-based Automated Quality Control for Diffusion MR Images. (arXiv:1911.06816v1 [eess.IV])
Quality assessment of diffusion MRI (dMRI) data is essential prior to any analysis, so that appropriate pre-processing can be used...

Role-Oriented Code Generation in an Engine for Solving Hyperbolic PDE Systems. (arXiv:1911.06817v1 [cs.MS])
The development of a high performance PDE solver requires the combined expertise of interdisciplinary teams w.r.t. application domain, numerical scheme...

Microsimulation of Energy and Flow Effects from Optimal Automated Driving in Mixed Traffic. (arXiv:1911.06818v1 [eess.SY])
This paper studies the energy and traffic impact of a proposed Cooperative and Anticipative Cruise Controller in a PTV VISSIM...

Model Hierarchy for the Shape Optimization of a Microchannel Cooling System. (arXiv:1911.06819v1 [math.OC])
We model a microchannel cooling system and consider the optimization of its shape by means of shape calculus. A three-dimensional...

Data-efficient Co-Adaptation of Morphology and Behaviour with Deep Reinforcement Learning. (arXiv:1911.06832v1 [cs.LG])
Humans and animals are capable of quickly learning new behaviours to solve new tasks. Yet, we often forget that they...

Improved Exploration through Latent Trajectory Optimization in Deep Deterministic Policy Gradient. (arXiv:1911.06833v1 [cs.LG])
Model-free reinforcement learning algorithms such as Deep Deterministic Policy Gradient (DDPG) often require additional exploration strategies, especially if the actor...

Dynamic Modeling and Equilibria in Fair Decision Making. (arXiv:1911.06837v1 [cs.LG])
Recent studies on fairness in automated decision making systems have both investigated the potential future impact of these decisions on...

Handwritten and Machine printed OCR for Geez Numbers Using Artificial Neural Network. (arXiv:1911.06845v1 [cs.CV])
Researches have been done on Ethiopic scripts. However studies excluded the Geez numbers from the studies because of different reasons....

A Sparse Bayesian Deep Learning Approach for Identification of Cascaded Tanks Benchmark. (arXiv:1911.06847v1 [eess.SY])
Nonlinear system identification is important with a wide range of applications. The typical approaches for nonlinear system identification include Volterra...

Assigning Medical Codes at the Encounter Level by Paying Attention to Documents. (arXiv:1911.06848v1 [cs.CL])
The vast majority of research in computer assisted medical coding focuses on coding at the document level, but a substantial...

Curriculum Self-Paced Learning for Cross-Domain Object Detection. (arXiv:1911.06849v1 [cs.CV])
Training (source) domain bias affects state-of-the-art object detectors, such as Faster R-CNN, when applied to new (target) domains. To alleviate...

Empirical Study of Off-Policy Policy Evaluation for Reinforcement Learning. (arXiv:1911.06854v1 [cs.LG])
Off-policy policy evaluation (OPE) is the problem of estimating the online performance of a policy using only pre-collected historical data...

Deep Learning with Persistent Homology for Orbital Angular Momentum (OAM) Decoding. (arXiv:1911.06858v1 [eess.SP])
Orbital angular momentum (OAM)-encoding has recently emerged as an effective approach for increasing the channel capacity of free-space optical communications....

NeuMMU: Architectural Support for Efficient Address Translations in Neural Processing Units. (arXiv:1911.06859v1 [cs.AR])
To satisfy the compute and memory demands of deep neural networks, neural processing units (NPUs) are widely being utilized for...

Large-Scale Parallel Matching of Social Network Profiles. (arXiv:1911.06861v1 [cs.SI])
A profile matching algorithm takes as input a user profile of one social network and returns, if existing, the profile...

Multi-attention Networks for Temporal Localization of Video-level Labels. (arXiv:1911.06866v1 [cs.CV])
Temporal localization remains an important challenge in video understanding. In this work, we present our solution to the 3rd YouTube-8M...


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