08-26-2020
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Share Price Prediction of Aerospace Relevant Companies
with Recurrent Neural Networks based on PCA
by
Linyu Zheng
et al
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08-26-2020
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Auxiliary Network: Scalable and agile online learning
for dynamic system with inconsistently available inputs
by
Rohit Agarwal
et al
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08-25-2020
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Theory of Deep Q-Learning: A Dynamical Systems
Perspective
by
Arunselvan Ramaswamy
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08-26-2020
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RNN-based Pedestrian Crossing Prediction using Activity
and Pose-related Features
by
Javier Lorenzo
et al
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08-25-2020
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ICE-Talk: an Interface for a Controllable Expressive
Talking Machine
by
Noé Tits
et al
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08-26-2020
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Graph Embedding for Combinatorial Optimization: A
Survey
by
Yun Peng
et al
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08-26-2020
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Improving prediction of human behavior using behavior
modification
by
Galit Shmueli
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08-28-2020
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Soliciting Human-in-the-Loop User Feedback for
Interactive Machine Learning Reduces User Trust and
Impressions of Model Accuracy
by
Donald R. Honeycutt
et al
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08-25-2020
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Robust Reinforcement Learning: A Case Study in Linear
Quadratic Regulation
by
Bo Pang
et al
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08-25-2020
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Masked Face Recognition for Secure Authentication
by
Aqeel Anwar
et al
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08-25-2020
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Measure Anatomical Thickness from Cardiac MRI with Deep
Neural Networks
by
Qiaoying Huang
et al
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08-26-2020
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Item Tagging for Information Retrieval: A Tripartite
Graph Neural Network based Approach
by
Kelong Mao
et al
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08-26-2020
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SIGL: Securing Software Installations Through Deep
Graph Learning
by
Xueyuan Han
et al
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08-25-2020
|
Solving Stochastic Compositional Optimization is Nearly
as Easy as Solving Stochastic Optimization
by
Tianyi Chen
et al
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08-25-2020
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LSTM Networks for Online Cross-Network Recommendations
by
Dilruk Perera
et al
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08-28-2020
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Hierarchical Deep Learning Ensemble to Automate the
Classification of Breast Cancer Pathology Reports by
ICD-O Topography
by
Waheeda Saib
et al
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08-27-2020
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Collaborative Fairness in Federated Learning
by
Lingjuan Lyu
et al
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08-26-2020
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Each Part Matters: Local Patterns Facilitate Cross-view
Geo-localization
by
Tingyu Wang
et al
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08-28-2020
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On the model-based stochastic value gradient for
continuous reinforcement learning
by
Brandon Amos
et al
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08-25-2020
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3D Semantic Segmentation of Brain Tumor for Overall
Survival Prediction
by
Rupal Agravat
et al
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08-28-2020
|
Temporal Random Indexing of Context Vectors Applied to
Event Detection
by
Yashank Singh
et al
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08-26-2020
|
Performance Optimization for Federated Person
Re-identification via Benchmark Analysis
by
Weiming Zhuang
et al
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08-26-2020
|
5G Utility Pole Planner Using Google Street View and
Mask R-CNN
by
Yanyu Zhang
et al
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08-27-2020
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Neural Learning of One-of-Many Solutions for
Combinatorial Problems in Structured Output Spaces
by
Yatin Nandwani
et al
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08-25-2020
|
FedMVT: Semi-supervised Vertical Federated Learning
with MultiView Training
by
Yan Kang
et al
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08-25-2020
|
An Adversarial Attack Defending System for Securing
In-Vehicle Networks
by
Yi Li
et al
|
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08-25-2020
|
FeatGraph: A Flexible and Efficient Backend for Graph
Neural Network Systems
by
Yuwei Hu
et al
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08-27-2020
|
Deconvoluting Kernel Density Estimation and Regression
for Locally Differentially Private Data
by
Farhad Farokhi
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08-26-2020
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Learning Robust Node Representation on Graphs
by
Xu Chen
et al
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08-26-2020
|
HydaLearn: Highly Dynamic Task Weighting for Multi-task
Learning with Auxiliary Tasks
by
Sam Verboven
et al
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08-26-2020
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A benchmark of data stream classification for human
activity recognition on connected objects
by
Martin Khannouz
et al
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08-28-2020
|
ROOT-SGD: Sharp Nonasymptotics and Asymptotic
Efficiency in a Single Algorithm
by
Chris Junchi Li
et al
|
|
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08-28-2020
|
A transfer learning metamodel using artificial neural
networks applied to natural convection flows in
enclosures
by
Majid Ashouri
et al
|
|
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08-28-2020
|
Graph Convolutional Neural Networks with Node
Transition Probability-based Message Passing and
DropNode Regularization
by
Tien Huu Do
et al
|
|
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08-25-2020
|
t-Soft Update of Target Network for Deep Reinforcement
Learning
by
Taisuke Kobayashi
et al
|
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08-27-2020
|
A Consistent Diffusion-Based Algorithm for
Semi-Supervised Classification on Graphs
by
Nathan de Lara
et al
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08-25-2020
|
APMSqueeze: A Communication Efficient
Adam-Preconditioned Momentum SGD Algorithm
by
Hanlin Tang
et al
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|
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08-25-2020
|
End-to-End 3D Multi-Object Tracking and Trajectory
Forecasting
by
Xinshuo Weng
et al
|
|
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08-26-2020
|
Adversarially Training for Audio Classifiers
by
Raymel Alfonso Sallo
et al
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|
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08-25-2020
|
Physically Unclonable Functions and AI: Two Decades of
Marriage
by
Fatemeh Ganji
et al
|
|
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08-26-2020
|
Surrogate Assisted Methods for the Parameterisation of
Agent-Based Models
by
Rylan Perumal
et al
|
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08-26-2020
|
Buy Me That Look: An Approach for Recommending Similar
Fashion Products
by
Abhinav Ravi
et al
|
|
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08-28-2020
|
An Intelligent CNN-VAE Text Representation Technology
Based on Text Semantics for Comprehensive Big Data
by
Genggeng Liu
et al
|
|
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08-25-2020
|
Inverse Policy Evaluation for Value-based Sequential
Decision-making
by
Alan Chan
et al
|
|
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08-28-2020
|
The UU-test for Statistical Modeling of Unimodal Data
by
Paraskevi Chasani
et al
|
|
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08-26-2020
|
Uncertainty-Aware Surrogate Model For Oilfield
Reservoir Simulation
by
Ajitabh Kumar
|
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08-25-2020
|
Machine learning applied in the multi-scale 3D stress
modelling
by
Xavier Garcia
et al
|
|
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08-25-2020
|
SOAR: Simultaneous Or of And Rules for Classification
of Positive & Negative Classes
by
Elena Khusainova
et al
|
|
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08-27-2020
|
Deep sr-DDL: Deep Structurally Regularized Dynamic
Dictionary Learning to Integrate Multimodal and Dynamic
Functional Connectomics data for Multidimensional
Clinical Characterizations
by
Niharika Shimona D'Souza
et al
|
|
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08-25-2020
|
Using Deep Networks for Scientific Discovery in
Physiological Signals
by
Tom Beer
et al
|
|
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08-27-2020
|
Semi-supervised Learning with the EM Algorithm: A
Comparative Study between Unstructured and Structured
Prediction
by
Wenchong He
et al
|
|
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|
08-26-2020
|
Simplifying Architecture Search for Graph Neural
Network
by
Huan Zhao
et al
|
|
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08-28-2020
|
Control On the Manifolds Of Mappings As a Setting For
Deep Learning
by
Andrei Agrachev
et al
|
|
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08-26-2020
|
FCN Approach for Dynamically Locating Multiple Speakers
by
Hodaya Hammer
et al
|
|
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08-25-2020
|
Benchmarking Semi-supervised Federated Learning
by
Zhengming Zhang
et al
|
|
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08-25-2020
|
Stochastic Markov Gradient Descent and Training Low-Bit
Neural Networks
by
Jonathan Ashbrock
et al
|
|
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08-26-2020
|
NASirt: AutoML based learning with instance-level
complexity information
by
Habib Asseiss Neto
et al
|
|
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08-28-2020
|
Self-Organizing Map assisted Deep Autoencoding Gaussian
Mixture Model for Intrusion Detection
by
Yang Chen
et al
|
|
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|
08-28-2020
|
Efficiently Solving MDPs with Stochastic Mirror Descent
by
Yujia Jin
et al
|
|
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08-28-2020
|
CNN-Based Image Reconstruction Method for Ultrafast
Ultrasound Imaging
by
Dimitris Perdios
et al
|
|
|
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08-26-2020
|
Fast Bayesian Force Fields from Active Learning: Study
of Inter-Dimensional Transformation of Stanene
by
Yu Xie
et al
|
|
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08-27-2020
|
Multimodal Learning for Cardiovascular Risk Prediction
using EHR Data
by
Ayoub Bagheri
et al
|
|
|
|
08-28-2020
|
Fast Partial Fourier Transform
by
Yong-chan Park
et al
|
|
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08-27-2020
|
Controlling Level of Unconsciousness with Deep
Reinforcement Learning
by
Gabe Schamberg
et al
|
|
|
|
08-27-2020
|
Forecasting with Multiple Seasonality
by
Tianyang Xie
et al
|
|
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08-27-2020
|
Adaptive directional Haar tight framelets on bounded
domains for digraph signal representations
by
Yuchen Xiao
et al
|
|
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08-25-2020
|
Auxiliary-task Based Deep Reinforcement Learning for
Participant Selection Problem in Mobile Crowdsourcing
by
Wei Shen
et al
|
|
|
|
08-25-2020
|
Few Shot Text-Independent speaker verification using
3D-CNN
by
Prateek Mishra
|
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08-25-2020
|
A simple method for domain adaptation of sentence
embeddings
by
Anna Kruspe
|
|
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08-27-2020
|
Neural Code Search Revisited: Enhancing Code Snippet
Retrieval through Natural Language Intent
by
Geert Heyman
et al
|
|
|
|
08-25-2020
|
Variance-Reduced Proximal and Splitting Schemes for
Monotone Stochastic Generalized Equations
by
Shisheng Cui
et al
|
|
|
|
08-26-2020
|
GuardNN: Secure DNN Accelerator for Privacy-Preserving
Deep Learning
by
Weizhe Hua
et al
|
|
|
|
08-26-2020
|
Scaling Distributed Deep Learning Workloads beyond the
Memory Capacity with KARMA
by
Mohamed Wahib
et al
|
|
|
|
08-27-2020
|
Every Query Counts: Analyzing the Privacy Loss of
Exploratory Data Analyses
by
Saskia Nuñez von Voigt
et al
|
|
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|
08-28-2020
|
Pre-training of Graph Neural Network for Modeling
Effects of Mutations on Protein-Protein Binding
Affinity
by
Xianggen Liu
et al
|
|
|
|
08-27-2020
|
Repurposing TREC-COVID Annotations to Answer the Key
Questions of CORD-19
by
Connor T. Heaton
et al
|
|
|
|
08-27-2020
|
W-Net: Dense Semantic Segmentation of Subcutaneous
Tissue in Ultrasound Images by Expanding U-Net to
Incorporate Ultrasound RF Waveform Data
by
Gautam Rajendrakumar Gare
et al
|
|
|
|
08-25-2020
|
Unconstrained optimisation on Riemannian manifolds
by
Tuyen Trung Truong
|
|
|
|
08-26-2020
|
Training Multimodal Systems for Classification with
Multiple Objectives
by
Jason Armitage
et al
|
|
|
|
08-26-2020
|
Smart-PGSim: Using Neural Network to Accelerate AC-OPF
Power Grid Simulation
by
Wenqian Dong
et al
|
|
|
|
08-26-2020
|
A general kernel boosting framework integrating
pathways for predictive modeling based on genomic data
by
Li Zeng
et al
|
|
|
|
08-27-2020
|
Robustness Hidden in Plain Sight: Can Analog Computing
Defend Against Adversarial Attacks?
by
Deboleena Roy
et al
|
|
|
|
08-27-2020
|
OFFER: A Motif Dimensional Framework for Network
Representation Learning
by
Shuo Yu
et al
|
|
|
|
08-27-2020
|
Exact and Approximation Algorithms for Sparse PCA
by
Yongchun Li
et al
|
|
|
|
08-27-2020
|
Adaptive Sampling of Pareto Frontiers with Binary
Constraints Using Regression and Classification
by
Raoul Heese
et al
|
|
|
|
08-25-2020
|
Sensitive Information Detection: Recursive Neural
Networks for Encoding Context
by
Jan Neerbek
|
|
|
|
08-26-2020
|
Safe Model-Based Meta-Reinforcement Learning: A
Sequential Exploration-Exploitation Framework
by
Thomas Lew
et al
|
|
|
|
08-27-2020
|
Identifying microlensing events using neural networks
by
Przemek Mroz
|
|
|
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08-25-2020
|
Identifying Critical States by the Action-Based
Variance of Expected Return
by
Izumi Karino
et al
|
|
|
|
08-28-2020
|
Dynamic Graph Neural Network for Traffic Forecasting in
Wide Area Networks
by
Tanwi Mallick
et al
|
|
|
|
08-27-2020
|
Dynamic Batch Learning in High-Dimensional Sparse
Linear Contextual Bandits
by
Zhimei Ren
et al
|
|
|
|
08-26-2020
|
CLAN: Continuous Learning using Asynchronous
Neuroevolution on Commodity Edge Devices
by
Parth Mannan
et al
|
|
|
|
08-27-2020
|
Certainty Equivalent Perception-Based Control
by
Sarah Dean
et al
|
|
|
|
08-27-2020
|
The Impact of Discretization Method on the Detection of
Six Types of Anomalies in Datasets
by
Ralph Foorthuis
|
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08-27-2020
|
Misogynistic Tweet Detection: Modelling CNN with Small
Datasets
by
Md Abul Bashar
et al
|
|
|
|
08-26-2020
|
Disentangled Adversarial Autoencoder for
Subject-Invariant Physiological Feature Extraction
by
Mo Han
et al
|
|
|
|
08-25-2020
|
Two Sides of the Same Coin: White-box and Black-box
Attacks for Transfer Learning
by
Yinghua Zhang
et al
|
|
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