How To Read Research Papers

Encoding Musical Style with Transformer Autoencoders. (arXiv:1912.05537v1 [cs.SD])
We consider the problem of learning high-level controls over the global structure of sequence generation, particularly in the context of...

Taking Ethics, Fairness, and Bias Seriously in Machine Learning for Disaster Risk Management. (arXiv:1912.05538v1 [cs.CY])
This paper highlights an important, if under-examined, set of questions about the deployment of machine learning technologies in the field...

Deep One-bit Compressive Autoencoding. (arXiv:1912.05539v1 [cs.LG])
Parameterized mathematical models play a central role in understanding and design of complex information systems. However, they often cannot take...

Fundamental Entropic Laws and $\mathcal{L}_p$ Limitations of Feedback Systems: Implications for Machine-Learning-in-the-Loop Control. (arXiv:1912.05541v1 [eess.SY])
In this paper, we study the fundamental performance limitations for generic feedback systems in which both the controller and the...

Forging quantum data: classically defeating an IQP-based quantum test. (arXiv:1912.05547v1 [quant-ph])
In 2009, Shepherd and Bremner proposed a "test of quantum capability" arXiv:0809.0847 that is attractive because the quantum machine's...

Neural Voice Puppetry: Audio-driven Facial Reenactment. (arXiv:1912.05566v1 [cs.CV])
We present Neural Voice Puppetry, a novel approach for audio-driven facial video synthesis. Given an audio sequence of a source...

Representation of Federated Learning via Worst-Case Robust Optimization Theory. (arXiv:1912.05571v1 [cs.LG])
Federated learning (FL) is a distributed learning approach where a set of end-user devices participate in the learning process by...

Object Recognition with Human in the Loop Intelligent Frameworks. (arXiv:1912.05575v1 [cs.CV])
Classifiers embedded within human in the loop visual object recognition frameworks commonly utilise two sources of information: one derived directly...

The Rise of Multiple Institutional Affiliations. (arXiv:1912.05576v1 [econ.GN])
The affiliation to an institution provides prestige and identity to researchers and determines access to resources and infrastructure. Institutions in...

Peek Inside the Closed World: Evaluating Autoencoder-Based Detection of DDoS to Cloud. (arXiv:1912.05590v1 [cs.NI])
Machine-learning-based anomaly detection (ML-based AD) has been successful at detecting DDoS events in the lab. However published evaluations of ML-based...

Simultaneous Detection and Removal of Dynamic Objects in Multi-view Images. (arXiv:1912.05591v1 [cs.CV])
Consider a set of images of a scene consisting of moving objects captured using a hand-held camera. In this work,...

Practical Sized Typing for Coq. (arXiv:1912.05601v1 [cs.PL])
Termination of recursive functions and productivity of corecursive functions are important for maintaining logical consistency in proof assistants. However, contemporary...

A Novel Approach in Strategic Planning of Power Networks Against Physical Attacks. (arXiv:1912.05603v1 [eess.SY])
The reported work points at developing a practical approach for power transmission planners to secure power networks from potential deliberate...

A Billion Ways to Grasp: An Evaluation of Grasp Sampling Schemes on a Dense, Physics-based Grasp Data Set. (arXiv:1912.05604v1 [cs.RO])
Robot grasping is often formulated as a learning problem. With the increasing speed and quality of physics simulations, generating large-scale...

Content Generation for Workforce Training. (arXiv:1912.05606v1 [cs.CY])
Efficient workforce training is needed in today's world in which technology is continually changing the nature of work. Students need...

Optimization of Integer-Forcing Precoding for Multi-User MIMO Downlink. (arXiv:1912.05609v1 [cs.IT])
Integer-forcing (IF) precoding is an alternative to linear precoding for multi-user (MU) multiple-input-multiple-output (MIMO) channels. IF precoding can be viewed...

Applying ANN, ANFIS, and LSSVM Models for Estimation of Acid Solvent Solubility in Supercritical CO$_2$. (arXiv:1912.05612v1 [physics.chem-ph])
In the present work, a novel and the robust computational investigation is carried out to estimate solubility of different acids...

Ensuring Liveness Properties of Distributed Systems: Open Problems. (arXiv:1912.05616v1 [cs.LO])
Often fairness assumptions need to be made in order to establish liveness properties of distributed systems, but in many situations...

Molecular Generative Model Based On Adversarially Regularized Autoencoder. (arXiv:1912.05617v1 [physics.chem-ph])
Deep generative models are attracting great attention as a new promising approach for molecular design. All models reported so far...

Judge, Jury & Encryptioner: Exceptional Access with a Fixed Social Cost. (arXiv:1912.05620v1 [cs.CR])
We present Judge, Jury and Encryptioner (JJE) an exceptional access scheme for unlocking devices that does not give unilateral power...


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