2020.8.31 Learning papers

 

08-26-2020

What is being transferred in transfer learning?
by Behnam Neyshabur et al

08-27-2020

Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning
by Aurick Qiao et al

08-26-2020

Traces of Class/Cross-Class Structure Pervade Deep Learning Spectra
by Vardan Papyan

08-26-2020

Visual Concept Reasoning Networks
by Taesup Kim et al

08-26-2020

AMBERT: A Pre-trained Language Model with Multi-Grained Tokenization
by Xinsong Zhang et al

08-27-2020

learn2learn: A Library for Meta-Learning Research
by Sébastien M. R. Arnold et al

08-27-2020

Propensity-to-Pay: Machine Learning for Estimating Prediction Uncertainty
by Md Abul Bashar et al

08-27-2020

Hybrid quantum-classical optimization for financial index tracking
by Samuel Fernández-Lorenzo et al

08-28-2020

Continuous Regularized Wasserstein Barycenters
by Lingxiao Li et al

08-26-2020

Deep Learning for Constrained Utility Maximisation
by Ashley Davey et al

08-27-2020

DeepFolio: Convolutional Neural Networks for Portfolios with Limit Order Book Data
by Aiusha Sangadiev et al

08-25-2020

AgingMapGAN (AMGAN): High-Resolution Controllable Face Aging with Spatially-Aware Conditional GANs
by Julien Despois et al

08-25-2020

New Directions in Distributed Deep Learning: Bringing the Network at Forefront of IoT Design
by Kartikeya Bhardwaj et al

08-25-2020

Accelerating Federated Learning in Heterogeneous Data and Computational Environments
by Dimitris Stripelis et al

08-25-2020

Explainable Spatial Clustering: Leveraging Spatial Data in Radiation Oncology
by Andrew Wentzel et al

08-27-2020

Domain Adaptation Through Task Distillation
by Brady Zhou et al

08-26-2020

DeepSOCIAL: Social Distancing Monitoring and Infection Risk Assessment in COVID-19 Pandemic
by Mahdi Rezaei et al

08-26-2020

How Useful Are the Machine-Generated Interpretations to General Users? A Human Evaluation on Guessing the Incorrectly Predicted Labels
by Hua Shen et al

08-25-2020

Extractive Summarizer for Scholarly Articles
by Athar Sefid et al

08-25-2020

Deep Networks and the Multiple Manifold Problem
by Sam Buchanan et al

08-25-2020

Analysis of deep machine learning algorithms in COVID-19 disease diagnosis
by Samir S. Yadav et al

08-26-2020

SHAP values for Explaining CNN-based Text Classification Models
by Wei Zhao et al

08-25-2020

The Advantage of Conditional Meta-Learning for Biased Regularization and Fine-Tuning
by Giulia Denevi et al

08-27-2020

Document-editing Assistants and Model-based Reinforcement Learning as a Path to Conversational AI
by Katya Kudashkina et al

08-27-2020

A Data-driven Understanding of COVID-19 Dynamics Using Sequential Genetic Algorithm Based Probabilistic Cellular Automata
by Sayantari Ghosh et al

08-25-2020

How Do the Hearts of Deep Fakes Beat? Deep Fake Source Detection via Interpreting Residuals with Biological Signals
by Umur Aybars Ciftci et al

08-26-2020

Multi-View Fusion of Sensor Data for Improved Perception and Prediction in Autonomous Driving
by Sudeep Fadadu et al

08-25-2020

Federated Learning for Channel Estimation in Conventional and IRS-Assisted Massive MIMO
by Ahmet M. Elbir et al

08-26-2020

Appropriateness of Performance Indices for Imbalanced Data Classification: An Analysis
by Sankha Subhra Mullick et al

08-26-2020

A Multitask Deep Learning Approach for User Depression Detection on Sina Weibo
by Yiding Wang et al

08-27-2020

Meta-Learning with Shared Amortized Variational Inference
by Ekaterina Iakovleva et al

08-28-2020

Dynamical Variational Autoencoders: A Comprehensive Review
by Laurent Girin et al

08-26-2020

Optimization for Supervised Machine Learning: Randomized Algorithms for Data and Parameters
by Filip Hanzely

08-26-2020

Ethical behavior in humans and machines -- Evaluating training data quality for beneficial machine learning
by Thilo Hagendorff

08-27-2020

Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events
by Guang Yu et al

08-25-2020

Properties Of Winning Tickets On Skin Lesion Classification
by Sherin Muckatira

08-27-2020

DeepFake Detection Based on the Discrepancy Between the Face and its Context
by Yuval Nirkin et al

08-27-2020

MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation
by Benlin Liu et al

08-26-2020

CAN: A Causal Adversarial Network for Learning Observational and Interventional Distributions
by Raha Moraffah et al

08-27-2020

DMD: A Large-Scale Multi-Modal Driver Monitoring Dataset for Attention and Alertness Analysis
by Juan Diego Ortega et al

08-27-2020

Moderately supervised learning: definition and framework
by Yongquan Yang et al

08-26-2020

MutaGAN: A Seq2seq GAN Framework to Predict Mutations of Evolving Protein Populations
by Daniel S. Berman et al

08-25-2020

Towards End-to-end Car License Plate Location and Recognition in Unconstrained Scenarios
by Shuxin Qin et al

08-27-2020

Feature Selection from High-Dimensional Data with Very Low Sample Size: A Cautionary Tale
by Ludmila I. Kuncheva et al

08-25-2020

GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework
by Haotao Wang et al

08-28-2020

Soft Tissue Sarcoma Co-Segmentation in Combined MRI and PET/CT Data
by Theresa Neubauer et al

08-27-2020

Graph Neural Network Architecture Search for Molecular Property Prediction
by Shengli Jiang et al

08-27-2020

AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning
by Wei Fan et al

08-28-2020

RKT : Relation-Aware Self-Attention for Knowledge Tracing
by Shalini Pandey et al

08-26-2020

Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation
by Wenqian Dong et al

08-26-2020

Selective Particle Attention: Visual Feature-Based Attention in Deep Reinforcement Learning
by Sam Blakeman et al

08-25-2020

Context-Dependent Implicit Authentication for Wearable Device User
by William Cheung et al

08-28-2020

Predicting Training Time Without Training
by Luca Zancato et al

08-26-2020

Bandit Data-driven Optimization: AI for Social Good and Beyond
by Zheyuan Ryan Shi et al

08-26-2020

Constrained Markov Decision Processes via Backward Value Functions
by Harsh Satija et al

08-25-2020

Improving Fair Predictions Using Variational Inference In Causal Models
by Rik Helwegen et al

08-26-2020

SparseRT: Accelerating Unstructured Sparsity on GPUs for Deep Learning Inference
by Ziheng Wang

08-28-2020

Person-in-Context Synthesiswith Compositional Structural Space
by Weidong Yin et al

08-28-2020

AllenAct: A Framework for Embodied AI Research
by Luca Weihs et al

08-28-2020

Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration
by Ju Fan et al

08-26-2020

Designing Neural Networks for Real-Time Systems
by Hammond Pearce et al

08-27-2020

Identifying and Tracking Solar Magnetic Flux Elements with Deep Learning
by Haodi Jiang et al

08-25-2020

Spatiotemporal Action Recognition in Restaurant Videos
by Akshat Gupta et al

08-27-2020

Meta Reinforcement Learning-Based Lane Change Strategy for Autonomous Vehicles
by Fei Ye et al

08-26-2020

Multi-Label Sentiment Analysis on 100 Languages with Dynamic Weighting for Label Imbalance
by Selim F. Yilmaz et al

08-28-2020

Sample Efficiency in Sparse Reinforcement Learning: Or Your Money Back
by Trevor A. McInroe

08-28-2020

A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis
by Alzayat Saleh et al

08-25-2020

Are Deep Neural Networks Robust?
by Peter Meer

08-26-2020

Fusion of Global-Local Features for Image Quality Inspection of Shipping Label
by Sungho Suh et al

08-27-2020

Predicting conversions in display advertising based on URL embeddings
by Yang Qiu et al

08-26-2020

Delving into Inter-Image Invariance for Unsupervised Visual Representations
by Jiahao Xie et al

08-25-2020

Synthetic Sample Selection via Reinforcement Learning
by Jiarong Ye et al

08-26-2020

Decision-making for Autonomous Vehicles on Highway: Deep Reinforcement Learning with Continuous Action Horizon
by Teng Liu et al

08-28-2020

Few-Shot Object Detection via Knowledge Transfer
by Geonuk Kim et al

08-25-2020

CnGAN: Generative Adversarial Networks for Cross-network user preference generation for non-overlapped users
by Dilruk Perera et al

08-25-2020

Efficient Blind-Spot Neural Network Architecture for Image Denoising
by David Honzátko et al

08-25-2020

Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy
by Wenchong He et al

08-25-2020

Likelihood Landscapes: A Unifying Principle Behind Many Adversarial Defenses
by Fu Lin et al

08-25-2020

Learning to Learn in a Semi-Supervised Fashion
by Yun-Chun Chen et al

08-26-2020

On the Composition and Limitations of Publicly Available COVID-19 X-Ray Imaging Datasets
by Beatriz Garcia Santa Cruz et al

08-27-2020

Adversarially Robust Learning via Entropic Regularization
by Gauri Jagatap et al

08-26-2020

Making Neural Networks Interpretable with Attribution: Application to Implicit Signals Prediction
by Darius Afchar et al

08-25-2020

Ensuring Monotonic Policy Improvement in Entropy-regularized Value-based Reinforcement Learning
by Lingwei Zhu et al

08-26-2020

DRR4Covid: Learning Automated COVID-19 Infection Segmentation from Digitally Reconstructed Radiographs
by Pengyi Zhang et al

08-25-2020

Looking deeper into LIME
by Damien Garreau et al

08-27-2020

The Advantage Regret-Matching Actor-Critic
by Audrūnas Gruslys et al

08-28-2020

Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows
by Marco Rudolph et al

08-25-2020

PAGE: A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization
by Zhize Li et al

08-27-2020

Complexity Aspects of Fundamental Questions in Polynomial Optimization
by Jeffrey Zhang

08-26-2020

Estimating Example Difficulty using Variance of Gradients
by Chirag Agarwal et al

08-27-2020

Modality Attention and Sampling Enables Deep Learning with Heterogeneous Marker Combinations in Fluorescence Microscopy
by Alvaro Gomariz et al

08-25-2020

FastSal: a Computationally Efficient Network for Visual Saliency Prediction
by Feiyan Hu et al

08-26-2020

Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations
by Alvaro Cabrejas-Egea et al

08-28-2020

Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers
by J. Senapati et al

08-26-2020

Gravilon: Applications of a New Gradient Descent Method to Machine Learning
by Chad Kelterborn et al

08-26-2020

Share Price Prediction of Aerospace Relevant Companies with Recurrent Neural Networks based on PCA
by Linyu Zheng et al

08-26-2020

Auxiliary Network: Scalable and agile online learning for dynamic system with inconsistently available inputs
by Rohit Agarwal et al

08-25-2020

Theory of Deep Q-Learning: A Dynamical Systems Perspective
by Arunselvan Ramaswamy

08-26-2020

RNN-based Pedestrian Crossing Prediction using Activity and Pose-related Features
by Javier Lorenzo et al

08-25-2020

ICE-Talk: an Interface for a Controllable Expressive Talking Machine
by Noé Tits et al

08-26-2020

Graph Embedding for Combinatorial Optimization: A Survey
by Yun Peng et al

08-26-2020

Improving prediction of human behavior using behavior modification
by Galit Shmueli

08-28-2020

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

08-25-2020

Robust Reinforcement Learning: A Case Study in Linear Quadratic Regulation
by Bo Pang et al

08-25-2020

Masked Face Recognition for Secure Authentication
by Aqeel Anwar et al

08-25-2020

Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks
by Qiaoying Huang et al

08-26-2020

Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach
by Kelong Mao et al

08-26-2020

SIGL: Securing Software Installations Through Deep Graph Learning
by Xueyuan Han et al

08-25-2020

Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization
by Tianyi Chen et al

08-25-2020

LSTM Networks for Online Cross-Network Recommendations
by Dilruk Perera et al

08-28-2020

Hierarchical Deep Learning Ensemble to Automate the Classification of Breast Cancer Pathology Reports by ICD-O Topography
by Waheeda Saib et al

08-27-2020

Collaborative Fairness in Federated Learning
by Lingjuan Lyu et al

08-26-2020

Each Part Matters: Local Patterns Facilitate Cross-view Geo-localization
by Tingyu Wang et al

08-28-2020

On the model-based stochastic value gradient for continuous reinforcement learning
by Brandon Amos et al

08-25-2020

3D Semantic Segmentation of Brain Tumor for Overall Survival Prediction
by Rupal Agravat et al

08-28-2020

Temporal Random Indexing of Context Vectors Applied to Event Detection
by Yashank Singh et al

08-26-2020

Performance Optimization for Federated Person Re-identification via Benchmark Analysis
by Weiming Zhuang et al

08-26-2020

5G Utility Pole Planner Using Google Street View and Mask R-CNN
by Yanyu Zhang et al

08-27-2020

Neural Learning of One-of-Many Solutions for Combinatorial Problems in Structured Output Spaces
by Yatin Nandwani et al

08-25-2020

FedMVT: Semi-supervised Vertical Federated Learning with MultiView Training
by Yan Kang et al

08-25-2020

An Adversarial Attack Defending System for Securing In-Vehicle Networks
by Yi Li et al

08-25-2020

FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems
by Yuwei Hu et al

08-27-2020

Deconvoluting Kernel Density Estimation and Regression for Locally Differentially Private Data
by Farhad Farokhi

08-26-2020

Learning Robust Node Representation on Graphs
by Xu Chen et al

08-26-2020

HydaLearn: Highly Dynamic Task Weighting for Multi-task Learning with Auxiliary Tasks
by Sam Verboven et al

08-26-2020

A benchmark of data stream classification for human activity recognition on connected objects
by Martin Khannouz et al

08-28-2020

ROOT-SGD: Sharp Nonasymptotics and Asymptotic Efficiency in a Single Algorithm
by Chris Junchi Li et al

08-28-2020

A transfer learning metamodel using artificial neural networks applied to natural convection flows in enclosures
by Majid Ashouri et al

08-28-2020

Graph Convolutional Neural Networks with Node Transition Probability-based Message Passing and DropNode Regularization
by Tien Huu Do et al

08-25-2020

t-Soft Update of Target Network for Deep Reinforcement Learning
by Taisuke Kobayashi et al

08-27-2020

A Consistent Diffusion-Based Algorithm for Semi-Supervised Classification on Graphs
by Nathan de Lara et al

08-25-2020

APMSqueeze: A Communication Efficient Adam-Preconditioned Momentum SGD Algorithm
by Hanlin Tang et al

08-25-2020

End-to-End 3D Multi-Object Tracking and Trajectory Forecasting
by Xinshuo Weng et al

08-26-2020

Adversarially Training for Audio Classifiers
by Raymel Alfonso Sallo et al

08-25-2020

Physically Unclonable Functions and AI: Two Decades of Marriage
by Fatemeh Ganji et al

08-26-2020

Surrogate Assisted Methods for the Parameterisation of Agent-Based Models
by Rylan Perumal et al

08-26-2020

Buy Me That Look: An Approach for Recommending Similar Fashion Products
by Abhinav Ravi et al

08-28-2020

An Intelligent CNN-VAE Text Representation Technology Based on Text Semantics for Comprehensive Big Data
by Genggeng Liu et al

08-25-2020

Inverse Policy Evaluation for Value-based Sequential Decision-making
by Alan Chan et al

08-28-2020

The UU-test for Statistical Modeling of Unimodal Data
by Paraskevi Chasani et al

08-26-2020

Uncertainty-Aware Surrogate Model For Oilfield Reservoir Simulation
by Ajitabh Kumar

08-25-2020

Machine learning applied in the multi-scale 3D stress modelling
by Xavier Garcia et al

08-25-2020

SOAR: Simultaneous Or of And Rules for Classification of Positive & Negative Classes
by Elena Khusainova et al

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

08-25-2020

Using Deep Networks for Scientific Discovery in Physiological Signals
by Tom Beer et al

08-27-2020

Semi-supervised Learning with the EM Algorithm: A Comparative Study between Unstructured and Structured Prediction
by Wenchong He et al

08-26-2020

Simplifying Architecture Search for Graph Neural Network
by Huan Zhao et al

08-28-2020

Control On the Manifolds Of Mappings As a Setting For Deep Learning
by Andrei Agrachev et al

08-26-2020

FCN Approach for Dynamically Locating Multiple Speakers
by Hodaya Hammer et al

08-25-2020

Benchmarking Semi-supervised Federated Learning
by Zhengming Zhang et al

08-25-2020

Stochastic Markov Gradient Descent and Training Low-Bit Neural Networks
by Jonathan Ashbrock et al

08-26-2020

NASirt: AutoML based learning with instance-level complexity information
by Habib Asseiss Neto et al

08-28-2020

Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for Intrusion Detection
by Yang Chen et al

08-28-2020

Efficiently Solving MDPs with Stochastic Mirror Descent
by Yujia Jin et al

08-28-2020

CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging
by Dimitris Perdios et al

08-26-2020

Fast Bayesian Force Fields from Active Learning: Study of Inter-Dimensional Transformation of Stanene
by Yu Xie et al

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

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

08-27-2020

Adaptive directional Haar tight framelets on bounded domains for digraph signal representations
by Yuchen Xiao et al

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

08-25-2020

A simple method for domain adaptation of sentence embeddings
by Anna Kruspe

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

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

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

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

08-28-2020

agtboost: Adaptive and Automatic Gradient Tree Boosting Computations
by Berent Ånund Strømnes Lunde et al

08-27-2020

QutNocturnal@HASOC19: CNN for Hate Speech and Offensive Content Identification in Hindi Language
by Md Abul Bashar et al

08-26-2020

Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection
by Dongjie Wang et al

08-28-2020

Posting Bot Detection on Blockchain-based Social Media Platform using Machine Learning Techniques
by Taehyun Kim et al

08-26-2020

How to tune the RBF SVM hyperparameters?: An empirical evaluation of 18 search algorithms
by Jacques Wainer et al

08-26-2020

Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit
by Tiankuang Zhou et al

08-26-2020

DeepVOX: Discovering Features from Raw Audio for Speaker Recognition in Degraded Audio Signals
by Anurag Chowdhury et al

08-28-2020

On Transfer Learning of Traditional Frequency and Time Domain Features in Turning
by Melih C. Yesilli et al

08-27-2020

Understanding and Detecting Convergence for Stochastic Gradient Descent with Momentum
by Jerry Chee et al

08-25-2020

Exploring the use of Time-Dependent Cross-Network Information for Personalized Recommendations
by Dilruk Perera et al

08-27-2020

MultiGBS: A multi-layer graph approach to biomedical summarization
by Ensieh Davoodijam et al

08-28-2020

PCB Defect Detection Using Denoising Convolutional Autoencoders
by Saeed Khalilian et al

08-25-2020

LowFER: Low-rank Bilinear Pooling for Link Prediction
by Saadullah Amin et al

08-27-2020

Differentially Private Clustering via Maximum Coverage
by Matthew Jones et al

08-28-2020

Collaborative Multi-Robot Systems for Search and Rescue: Coordination and Perception
by Jorge Peña Queralta et al

08-25-2020

Many-to-one Recurrent Neural Network for Session-based Recommendation
by Amine Dadoun et al

08-25-2020

Optimization with learning-informed differential equation constraints and its applications
by Guozhi Dong et al

08-25-2020

Medley2K: A Dataset of Medley Transitions
by Lukas Faber et al

08-25-2020

Block-wise Minimization-Majorization algorithm for Hubers criterion: sparse learning and applications
by Esa Ollila et al

08-27-2020

A Fast and Robust BERT-based Dialogue State Tracker for Schema-Guided Dialogue Dataset
by Vahid Noroozi et al

08-25-2020

Convergence of Federated Learning over a Noisy Downlink
by Mohammad Mohammadi Amiri et al

08-26-2020

Joint Modelling of Cyber Activities and Physical Context to Improve Prediction of Visitor Behaviors
by Manpreet Kaur et al

08-25-2020

Multiple-Source Adaptation with Domain Classifiers
by Corinna Cortes et al

08-25-2020

A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis
by Ce Zhang et al

08-27-2020

Topic, Sentiment and Impact Analysis: COVID19 Information Seeking on Social Media
by Md Abul Bashar et al

08-25-2020

Museum Accessibility Through Wi-Fi Indoor Positioning
by Antonio Bracco et al

08-25-2020

An Economic Perspective on Predictive Maintenance of Filtration Units
by Denis Tan Jing Yu et al

08-25-2020

Individual Privacy Accounting via a Renyi Filter
by Vitaly Feldman et al

08-26-2020

Time-Aware Music Recommender Systems: Modeling the Evolution of Implicit User Preferences and User Listening Habits in A Collaborative Filtering Approach
by Diego Sánchez-Moreno et al

08-25-2020

Towards Guidelines for Assessing Qualities of Machine Learning Systems
by Julien Siebert et al

08-25-2020

Prediction of Hilbertian autoregressive processes : a Recurrent Neural Network approach
by Cl\'{e]ment Carré et al

08-25-2020

A Computationally Efficient Multiclass Time-Frequency Common Spatial Pattern Analysis on EEG Motor Imagery
by Ce Zhang et al

08-25-2020

A Hidden Markov Tree Model for Flood Extent Mapping in Heavily Vegetated Areas based on High Resolution Aerial Imagery and DEM: A Case Study on Hurricane Matthew Floods
by Zhe Jiang et al

08-27-2020

Nonparametric Multivariate Density Estimation: A Low-Rank Characteristic Function Approach
by Magda Amiridi et al

08-27-2020

Rate distortion optimization over large scale video corpus with machine learning
by Sam John et al

 
Craig Smith