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Sep 21, 2018
By rohitp
Computer Vision

Image Denoising and Super-Resolution using Residual Learning of Dee...

Image super-resolution and denoising are two important tasks in image processing that can lead to improvement in image quality. Image super-resolut...
Sep 21, 2018
Robotics

Infrastructure-free Localization of Aerial Robots with Ultrawideban...

Robots in a swarm take advantage of a motion capture system or GPS sensors to obtain their global position. However, motion capture systems are env...
Sep 21, 2018
Robotics

Contact modelling and tactile data processing for robot skin

Tactile sensing is a key enabling technology to develop complex behaviours for robots interacting with humans or the environment. This paper discus...
Sep 21, 2018
Artificial Intelligence

Arianna+: Scalable Human Activity Recognition by Reasoning with a ...

Aging population ratios are rising significantly. Meanwhile, smart home based health monitoring services are evolving rapidly to become a viable al...
Sep 21, 2018
Computation and Language

Towards Exploiting Background Knowledge for Building Conversation ...

Existing dialog datasets contain a sequence of utterances and responses without any explicit background knowledge associated with them. This has re...
Sep 21, 2018
By yuanc
Statistics Theory
Machine Learning

High Temperature Structure Detection in Ferromagnets

This paper studies structure detection problems in high temperature ferromagnetic (positive interaction only) Ising models. The goal is to distingu...
Sep 21, 2018
By hnassar
Social and Information Networks
Machine Learning
Physics and Society

Low rank methods for multiple network alignment

Multiple network alignment is the problem of identifying similar and related regions in a given set of networks. While there are a large number of ...
Sep 21, 2018
Computation and Language

Towards Automated Factchecking: Developing an Annotation Schema and...

In an effort to assist factcheckers in the process of factchecking, we tackle the claim detection task, one of the necessary stages prior to determ...
Sep 21, 2018
Human-Computer Interaction

Composer: Visual Cohort Analysis of Patient Outcomes

Visual cohort analysis utilizing electronic health record (EHR) data has become an important tool in clinical assessment of patient outcomes. In th...
Sep 21, 2018
Machine Learning

Intractable Likelihood Regression for Covariate Shift by Kernel Mea...

Simulation plays an essential role in comprehending a target system in many fields of social and industrial sciences. A major task in simulation is...
Sep 21, 2018
Machine Learning

SIC-MMAB: Synchronisation Involves Communication in Multiplayer M...

We consider the stochastic multiplayer multi-armed bandit problem, where several players pull arms simultaneously and a collision occurs if the sam...
Sep 21, 2018
Computation and Language

Predicting the Usefulness of Amazon Reviews Using Off-The-Shelf A...

Internet users generate content at unprecedented rates. Building intelligent systems capable of discriminating useful content within this ocean of ...
Sep 21, 2018
Computer Vision

Dynamic Environment Mapping for Augmented Reality Applications on M...

Augmented Reality is a topic of foremost interest nowadays. Its main goal is to seamlessly blend virtual content in real-world scenes. Due to the l...
Sep 21, 2018
Computer Vision

Analysing object detectors from the perspective of co-occurring obj...

The accuracy of state-of-the-art Faster R-CNN and YOLO object detectors are evaluated and compared on a special masked MS COCO dataset to measure h...
Sep 21, 2018
Robotics
Human-Computer Interaction

Gaze-based, Context-aware Robotic System for Assisted Reaching and ...

Assistive robotic systems endeavour to support those with movement disabilities, enabling them to move again and regain functionality. Main issue w...
Sep 21, 2018
Machine Learning

Learning of Tree-Structured Gaussian Graphical Models on Distribute...

In this paper, learning of tree-structured Gaussian graphical models from distributed data is addressed. In our model, samples are stored in a set ...
Sep 21, 2018
Computer Vision

From 2D to 3D Geodesic-based Garment Matching

A new approach for 2D to 3D garment retexturing is proposed based on Gaussian mixture models and thin plate splines (TPS). An automatically segment...
Sep 21, 2018
By dodo
Neurons and Cognition
Disordered Systems and Neural Networks
Neural and Evolutionary Computation
Biological Physics
Machine Learning

Stochasticity from function - why the Bayesian brain may need no noise

An increasing body of evidence suggests that the trial-to-trial variability of spiking activity in the brain is not mere noise, but rather the refl...
Sep 21, 2018
Computation and Language

Understanding Convolutional Neural Networks for Text Classification

We present an analysis into the inner workings of Convolutional Neural Networks (CNNs) for processing text. CNNs used for computer vision can be in...
Sep 21, 2018
Machine Learning

A Discriminative Model for Identifying Readers and Assessing Text ...

We study the problem of inferring readers' identities and estimating their level of text comprehension from observations of their eye movements dur...
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