2020.8.17 Learning papers

 

08-12-2020

Sampling using SU(N)SU(N) gauge equivariant flows
by Denis Boyda et al

08-12-2020

Compression of Deep Learning Models for Text: A Survey
by Manish Gupta et al

08-11-2020

BREEDS: Benchmarks for Subpopulation Shift
by Shibani Santurkar et al

08-12-2020

Overcoming Model Bias for Robust Offline Deep Reinforcement Learning
by Phillip Swazinna et al

08-13-2020

MICE: Mining Idioms with Contextual Embeddings
by Tadej Škvorc et al

08-11-2020

Visual Imitation Made Easy
by Sarah Young et al

08-13-2020

Perceive, Predict, and Plan: Safe Motion Planning Through Interpretable Semantic Representations
by Abbas Sadat et al

08-12-2020

Procedural Urban Forestry
by Till Niese et al

08-13-2020

A community-powered search of machine learning strategy space to find NMR property prediction models
by Lars A. Bratholm et al

08-14-2020

OR-Gym: A Reinforcement Learning Library for Operations Research Problem
by Christian D. Hubbs et al

08-13-2020

Neural collaborative filtering for unsupervised mitral valve segmentation in echocardiography
by Luca Corinzia et al

08-13-2020

AdaIN-Switchable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising
by Jawook Gu et al

08-12-2020

Model-Based Offline Planning
by Arthur Argenson et al

08-13-2020

Towards Visually Explaining Similarity Models
by Meng Zheng et al

08-13-2020

Multi-Mask Self-Supervised Learning for Physics-Guided Neural Networks in Highly Accelerated MRI
by Burhaneddin Yaman et al

08-12-2020

Model Robustness with Text Classification: Semantic-preserving adversarial attacks
by Rahul Singh et al

08-13-2020

Look, Listen, and Attend: Co-Attention Network for Self-Supervised Audio-Visual Representation Learning
by Ying Cheng et al

08-13-2020

Unsupervised Image Restoration Using Partially Linear Denoisers
by Rihuan Ke et al

08-11-2020

SIDOD: A Synthetic Image Dataset for 3D Object Pose Recognition with Distractors
by Mona Jalal et al

08-13-2020

On the Importance of Local Information in Transformer Based Models
by Madhura Pande et al

08-14-2020

Self-Sampling for Neural Point Cloud Consolidation
by Gal Metzer et al

08-13-2020

Predicting Visual Overlap of Images Through Interpretable Non-Metric Box Embeddings
by Anita Rau et al

08-11-2020

Image segmentation via Cellular Automata
by Mark Sandler et al

08-12-2020

Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?
by Jieshan Chen et al

08-12-2020

Towards Modality Transferable Visual Information Representation with Optimal Model Compression
by Rongqun Lin et al

08-14-2020

Defending Adversarial Attacks without Adversarial Attacks in Deep Reinforcement Learning
by Xinghua Qu et al

08-12-2020

Imitating Unknown Policies via Exploration
by Nathan Gavenski et al

08-13-2020

Creativity in the era of artificial intelligence
by Philippe Esling et al

08-11-2020

An Empirical Analysis of Backward Compatibility in Machine Learning Systems
by Megha Srivastava et al

08-11-2020

GeLaTO: Generative Latent Textured Objects
by Ricardo Martin-Brualla et al

08-12-2020

An Overview of Deep Learning Architectures in Few-Shots Learning Domain
by Shruti Jadon

08-13-2020

A statistical theory of semi-supervised learning
by Laurence Aitchison

08-12-2020

Few shot clustering for indoor occupancy detection with extremely low-quality images from battery free cameras
by Homagni Saha et al

08-12-2020

Attention-based Fully Gated Conventional Recurrent Neural Network for Russian Handwritten Text
by Abdelrahman Abdallah et al

08-12-2020

Open Set Recognition with Conditional Probabilistic Generative Models
by Xin Sun et al

08-13-2020

CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration
by Boah Kim et al

08-13-2020

Localizing the Common Action Among a Few Videos
by Pengwan Yang et al

08-12-2020

Experimental Analysis of Legendre Decomposition in Machine Learning
by Jianye Pang et al

08-13-2020

Weight Equalizing Shift Scaler-Coupled Post-training Quantization
by Jihun Oh et al

08-13-2020

LGNN: a Context-aware Line Segment Detector
by Quan Meng et al

08-14-2020

Neural Network-based Automatic Factor Construction
by Jie Fang et al

08-13-2020

Testing the Safety of Self-driving Vehicles by Simulating Perception and Prediction
by Kelvin Wong et al

08-11-2020

Transfer Learning Approaches for Streaming End-to-End Speech Recognition System
by Vikas Joshi et al

08-13-2020

MASRI-HEADSET: A Maltese Corpus for Speech Recognition
by Carlos Mena et al

08-12-2020

Multi-level Stress Assessment Using Multi-domain Fusion of ECG Signal
by Zeeshan Ahmad et al

08-11-2020

DensE: An Enhanced Non-Abelian Group Representation for Knowledge Graph Embedding
by Haonan Lu et al

08-11-2020

Model-Based Deep Reinforcement Learning for High-Dimensional Problems, a Survey
by Aske Plaat et al

08-12-2020

Convergence of Deep Fictitious Play for Stochastic Differential Games
by Jiequn Han et al

08-11-2020

Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial Learning
by Borna Bešić et al

08-12-2020

Towards Geometry Guided Neural Relighting with Flash Photography
by Di Qiu et al

08-13-2020

Complexity aspects of local minima and related notions
by Amir Ali Ahmadi et al

08-14-2020

Survey of XAI in digital pathology
by Milda Pocevičiūtė et al

08-13-2020

On failures of RGB cameras and their effects in autonomous driving applications
by Francesco Secci et al

08-13-2020

A statistical theory of cold posteriors in deep neural networks
by Laurence Aitchison

08-12-2020

An Efficient Confidence Measure-Based Evaluation Metric for Breast Cancer Screening Using Bayesian Neural Networks
by Anika Tabassum et al

08-12-2020

FATNN: Fast and Accurate Ternary Neural Networks
by Peng Chen et al

08-12-2020

Leveraging Automated Mixed-Low-Precision Quantization for tiny edge microcontrollers
by Manuele Rusci et al

08-11-2020

Batch Value-function Approximation with Only Realizability
by Tengyang Xie et al

08-12-2020

Predicting MOOCs Dropout Using Only Two Easily Obtainable Features from the First Weeks Activities
by Ahmed Alamri et al

08-12-2020

Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation
by Iason Katsamenis et al

08-11-2020

An ocular biomechanics environment for reinforcement learning
by Julie Iskander et al

08-11-2020

Online Graph Completion: Multivariate Signal Recovery in Computer Vision
by Won Hwa Kim et al

08-11-2020

Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network
by Eric Z. Chen et al

08-11-2020

Compact Speaker Embedding: lrx-vector
by Munir Georges et al

08-13-2020

Can weight sharing outperform random architecture search? An investigation with TuNAS
by Gabriel Bender et al

08-14-2020

Efficient hyperparameter optimization by way of PAC-Bayes bound minimization
by John J. Cherian et al

08-11-2020

Woodpecker-DL: Accelerating Deep Neural Networks via Hardware-Aware Multifaceted Optimizations
by Yongchao Liu et al

08-12-2020

Guided Collaborative Training for Pixel-wise Semi-Supervised Learning
by Zhanghan Ke et al

08-11-2020

Unbiased Learning for the Causal Effect of Recommendation
by Masahiro Sato et al

08-12-2020

On the complexity of finding a local minimizer of a quadratic function over a polytope
by Amir Ali Ahmadi et al

08-14-2020

Graph Polish: A Novel Graph Generation Paradigm for Molecular Optimization
by Chaojie Ji et al

08-14-2020

Hate Speech Detection and Racial Bias Mitigation in Social Media based on BERT model
by Marzieh Mozafari et al

08-14-2020

Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems
by Andrea Madotto

08-11-2020

How Much Should I Trust You? Modeling Uncertainty of Black Box Explanations
by Dylan Slack et al

08-12-2020

Learning to Learn from Mistakes: Robust Optimization for Adversarial Noise
by Alex Serban et al

08-14-2020

RODEO: Replay for Online Object Detection
by Manoj Acharya et al

08-14-2020

Machine learning for COVID-19 detection and prognostication using chest radiographs and CT scans: a systematic methodological review
by Michael Roberts et al

08-14-2020

SPINN: Synergistic Progressive Inference of Neural Networks over Device and Cloud
by Stefanos Laskaridis et al

08-13-2020

Offline Meta-Reinforcement Learning with Advantage Weighting
by Eric Mitchell et al

08-11-2020

So You Need Datasets for Your COVID-19 Detection Research Using Machine Learning?
by Md Fahimuzzman Sohan

08-11-2020

Predictive and Causal Implications of using Shapley Value for Model Interpretation
by Sisi Ma et al

08-13-2020

Unifying supervised learning and VAEs -- automating statistical inference in high-energy physics
by Thorsten Glüsenkamp

08-11-2020

Trust-Based Cloud Machine Learning Model Selection For Industrial IoT and Smart City Services
by Basheer Qolomany et al

08-11-2020

PiNet: Attention Pooling for Graph Classification
by Peter Meltzer et al

08-13-2020

Integrating uncertainty in deep neural networks for MRI based stroke analysis
by Lisa Herzog et al

08-11-2020

Degree-Quant: Quantization-Aware Training for Graph Neural Networks
by Shyam A. Tailor et al

08-14-2020

On Localized Discrepancy for Domain Adaptation
by Yuchen Zhang et al

08-14-2020

Rb-PaStaNet: A Few-Shot Human-Object Interaction Detection Based on Rules and Part States
by Shenyu Zhang et al

08-12-2020

Synergy between Machine/Deep Learning and Software Engineering: How Far Are We?
by Simin Wang et al

08-11-2020

Riemannian stochastic recursive momentum method for non-convex optimization
by Andi Han et al

08-14-2020

Federated Doubly Stochastic Kernel Learning for Vertically Partitioned Data
by Bin Gu et al

08-12-2020

Improving the Performance of Fine-Grain Image Classifiers via Generative Data Augmentation
by Shashank Manjunath et al

08-14-2020

Privacy-Preserving Asynchronous Federated Learning Algorithms for Multi-Party Vertically Collaborative Learning
by Bin Gu et al

08-12-2020

A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis
by Stefano Cerri et al

08-12-2020

Reparametrization Invariance in non-parametric Causal Discovery
by Martin Jørgensen et al

08-14-2020

Joint Policy Search for Multi-agent Collaboration with Imperfect Information
by Yuandong Tian et al

08-13-2020

Iterative Surrogate Model Optimization (ISMO): An active learning algorithm for PDE constrained optimization with deep neural networks
by Kjetil O. Lye et al

08-12-2020

Revealing the Hidden Patterns: A Comparative Study on Profiling Subpopulations of MOOC Students
by Lei Shi et al

08-11-2020

Neural PLDA Modeling for End-to-End Speaker Verification
by Shreyas Ramoji et al

08-14-2020

Kernel Methods for Cooperative Multi-Agent Contextual Bandits
by Abhimanyu Dubey et al

08-11-2020

TextRay: Contour-based Geometric Modeling for Arbitrary-shaped Scene Text Detection
by Fangfang Wang et al

08-14-2020

Which Strategies Matter for Noisy Label Classification? Insight into Loss and Uncertainty
by Wonyoung Shin et al

08-11-2020

On Learning Language-Invariant Representations for Universal Machine Translation
by Han Zhao et al

08-11-2020

Learning to Cluster under Domain Shift
by Willi Menapace et al

08-13-2020

Single-Photon Image Classification
by Thomas Fischbacher et al

08-13-2020

BioMetricNet: deep unconstrained face verification through learning of metrics regularized onto Gaussian distributions
by Arslan Ali et al

08-13-2020

WAFFLe: Weight Anonymized Factorization for Federated Learning
by Weituo Hao et al

08-12-2020

Renal Cell Carcinoma Detection and Subtyping with Minimal Point-Based Annotation in Whole-Slide Images
by Zeyu Gao et al

08-12-2020

Non-Stochastic Control with Bandit Feedback
by Paula Gradu et al

08-11-2020

Reinforced Wasserstein Training for Severity-Aware Semantic Segmentation in Autonomous Driving
by Xiaofeng Liu et al

08-14-2020

An Improved Deep Convolutional Neural Network-Based Autonomous Road Inspection Scheme Using Unmanned Aerial Vehicles
by Syed Ali Hassan et al

08-11-2020

3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRI
by Jonathan Alush-Aben et al

08-13-2020

Visuomotor Mechanical Search: Learning to Retrieve Target Objects in Clutter
by Andrey Kurenkov et al

08-13-2020

MIXCAPS: A Capsule Network-based Mixture of Experts for Lung Nodule Malignancy Prediction
by Parnian Afshar et al

08-11-2020

Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms
by Steffen Illium et al

08-11-2020

ClimAlign: Unsupervised statistical downscaling of climate variables via normalizing flows
by Brian Groenke et al

08-12-2020

REMAX: Relational Representation for Multi-Agent Exploration
by Heechang Ryu et al

08-11-2020

Hardware-Centric AutoML for Mixed-Precision Quantization
by Kuan Wang et al

08-13-2020

Interpretation of Brain Morphology in Association to Alzheimers Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes
by Emanuel A. Azcona et al

08-14-2020

Sample-efficient Cross-Entropy Method for Real-time Planning
by Cristina Pinneri et al

08-12-2020

LAC : LSTM AUTOENCODER with Community for Insider Threat Detection
by Sudipta Paul et al

08-12-2020

Variance-reduced Language Pretraining via a Mask Proposal Network
by Liang Chen et al

08-11-2020

HEX and Neurodynamic Programming
by Debangshu Banerjee

08-11-2020

Transfer Learning for Protein Structure Classification and Function Inference at Low Resolution
by Alexander Hudson et al

08-12-2020

The Slow Deterioration of the Generalization Error of the Random Feature Model
by Chao Ma et al

08-11-2020

Bunched LPCNet : Vocoder for Low-cost Neural Text-To-Speech Systems
by Ravichander Vipperla et al

08-14-2020

Supervised Topological Maps
by Francesco Mannella

08-12-2020

Non-convex Learning via Replica Exchange Stochastic Gradient MCMC
by Wei Deng et al

08-12-2020

OCoR: An Overlapping-Aware Code Retriever
by Zhu Qihao et al

08-11-2020

Holdout SGD: Byzantine Tolerant Federated Learning
by Shahar Azulay et al

08-11-2020

FedSKETCH: Communication-Efficient and Private Federated Learning via Sketching
by Farzin Haddadpour et al

08-11-2020

Exposing Deep-faked Videos by Anomalous Co-motion Pattern Detection
by Gengxing Wang et al

08-12-2020

Optimal to-do list gamification
by Jugoslav Stojcheski et al

08-13-2020

Small Towers Make Big Differences
by Yuyan Wang et al

08-13-2020

Consistent kk-Median: Simpler, Better and Robust
by Xiangyu Guo et al

08-14-2020

A Dynamic Deep Neural Network For Multimodal Clinical Data Analysis
by Maria Hügle et al

08-12-2020

Improving Stability of LS-GANs for Audio and Speech Signals
by Mohammad Esmaeilpour et al

08-11-2020

Learned Proximal Networks for Quantitative Susceptibility Mapping
by Kuo-Wei Lai et al

08-14-2020

Cooperative Multi-Agent Bandits with Heavy Tails
by Abhimanyu Dubey et al

08-14-2020

Weakly-supervised Learning for Single-step Quantitative Susceptibility Mapping
by Juan Liu et al

08-14-2020

Feature-Extracting Functions for Neural Logic Rule Learning
by Shashank Gupta et al

08-13-2020

Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data
by Sohei Itahara et al

08-14-2020

Graph-based Modeling of Online Communities for Fake News Detection
by Shantanu Chandra et al

08-12-2020

MMM : Exploring Conditional Multi-Track Music Generation with the Transformer
by Jeff Ens et al

08-13-2020

Semantically Adversarial Learnable Filters
by Ali Shahin Shamsabadi et al

08-13-2020

Meta Learning MPC using Finite-Dimensional Gaussian Process Approximations
by Elena Arcari et al

08-13-2020

A Novel CMAQ-CNN Hybrid Model to Forecast Hourly Surface-Ozone Concentrations Fourteen Days in Advance
by Alqamah Sayeed et al

08-14-2020

Towards Class Imbalance in Federated Learning
by Lixu Wang et al

08-12-2020

Mask Detection and Breath Monitoring from Speech: on Data Augmentation, Feature Representation and Modeling
by Haiwei Wu et al

08-13-2020

Reinforcement Learning with Trajectory Feedback
by Yonathan Efroni et al

08-13-2020

Variance Regularization for Accelerating Stochastic Optimization
by Tong Yang et al

08-13-2020

Explaining Naive Bayes and Other Linear Classifiers with Polynomial Time and Delay
by Joao Marques-Silva et al

08-12-2020

MLNET: An Adaptive Multiple Receptive-field Attention Neural Network for Voice Activity Detection
by Zhenpeng Zheng et al

08-13-2020

Training Faster with Compressed Gradient
by An Xu et al

08-14-2020

Provable More Data Hurt in High Dimensional Least Squares Estimator
by Zeng Li et al

08-11-2020

Quaternion Graph Neural Networks
by Dai Quoc Nguyen et al

08-12-2020

GraphKKE: Graph Kernel Koopman Embedding for Human Microbiome Analysis
by Kateryna Melnyk et al

08-13-2020

Process Discovery for Structured Program Synthesis
by Dell Zhang et al

08-12-2020

Null-sampling for Interpretable and Fair Representations
by Thomas Kehrenberg et al

08-14-2020

Mastering Rate based Curriculum Learning
by Lucas Willems et al

08-12-2020

An Intelligent Edge-Centric Queries Allocation Scheme based on Ensemble Models
by Kostas Kolomvatsos et al

08-11-2020

Distantly Supervised Relation Extraction in Federated Settings
by Dianbo Sui et al

08-12-2020

An Exploratory Study of COVID-19 Information on Twitter in the Greater Region
by Ninghan Chen et al

08-11-2020

A Comparison of Synthetic Oversampling Methods for Multi-class Text Classification
by Anna Glazkova

08-13-2020

Deep-Lock: Secure Authorization for Deep Neural Networks
by Manaar Alam et al

08-13-2020

Analytical bounds on the local Lipschitz constants of affine-ReLU functions
by Trevor Avant et al

08-14-2020

The Impact of Label Noise on a Music Tagger
by Katharina Prinz et al

08-13-2020

Synthesizing Property & Casualty Ratemaking Datasets using Generative Adversarial Networks
by Marie-Pier Cote et al

08-14-2020

A Deep Convolutional Neural Network Model for improving WRF Forecasts
by Alqamah Sayeed et al

08-11-2020

FedNNNN: Norm-Normalized Neural Network Aggregation for Fast and Accurate Federated Learning
by Kenta Nagura et al

08-12-2020

Comprehensive forecasting based analysis using stacked stateless and stateful Gated Recurrent Unit models
by Swayamjit Saha et al

08-13-2020

Interpretable Partial Discharge Detection with Temporal Convolution and Pulse Activation Maps: An application to Power Lines
by Chi-Ching Hsu et al

08-13-2020

Conservative Stochastic Optimization with Expectation Constraints
by Zeeshan Akhtar et al

08-11-2020

Deep State-Space Gaussian Processes
by Zheng Zhao et al

08-12-2020

Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters
by Yilei Zeng et al

08-12-2020

Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography
by Patrick Leydon et al

08-13-2020

Enhancing Speech Intelligibility in Text-To-Speech Synthesis using Speaking Style Conversion
by Dipjyoti Paul et al

08-12-2020

Deep Learning Based Load Forecasting: from Research to Deployment -- Opportunities and Challenges
by Sakshi Mishra et al

08-11-2020

Model-Based Quality-Diversity Search for Efficient Robot Learning
by Leon Keller et al

08-13-2020

Adversarial Training and Provable Robustness: A Tale of Two Objectives
by Jiameng Fan et al

08-13-2020

Textual Echo Cancellation
by Shaojin Ding et al

08-12-2020

Fast and Eager k-Medoids Clustering: O(k) Runtime Improvement of the PAM, CLARA, and CLARANS Algorithms
by Erich Schubert et al

08-13-2020

Metrics for Multi-Class Classification: an Overview
by Margherita Grandini et al

08-11-2020

Revisiting Adversarially Learned Injection Attacks Against Recommender Systems
by Jiaxi Tang et al

08-11-2020

Channel Leakage and Fundamental Limits of Privacy Leakage for Streaming Data
by Song Fang et al

08-12-2020

Caching Placement and Resource Allocation for Cache-Enabling UAV NOMA Networks
by Tiankui Zhang et al

08-11-2020

Estimation of Static Community Memberships from Temporal Network Data
by Konstantin Avrachenkov et al

08-12-2020

Improving information retrieval from electronic health records using dynamic and multi-collaborative filtering
by Ziwei Fan et al

08-11-2020

Spatiotemporal Attention for Multivariate Time Series Prediction and Interpretation
by Tryambak Gangopadhyay et al

08-14-2020

Predicting Event Time by Classifying Sub-Level Temporal Relations Induced from a Unified Representation of Time Anchors
by Fei Cheng et al

08-13-2020

Statistical Evaluation of Anomaly Detectors for Sequences
by Erik Scharwächter et al

08-12-2020

Implications on Feature Detection when using the Benefit-Cost Ratio
by Rudolf Jagdhuber et al

08-13-2020

Push-SAGA: A decentralized stochastic algorithm with variance reduction over directed graphs
by Muhammad I. Qureshi et al

08-11-2020

Beyond Pointwise Submodularity: Non-Monotone Adaptive Submodular Maximization in Linear Time
by Shaojie Tang

08-13-2020

Privacy Preserving Vertical Federated Learning for Tree-based Models
by Yuncheng Wu et al

08-12-2020

Adaptive Tensor Learning with Tensor Networks
by Meraj Hashemizadeh et al

08-13-2020

Learning Stability Certificates from Data
by Nicholas M. Boffi et al

08-13-2020

LSTM Acoustic Models Learn to Align and Pronounce with Graphemes
by Arindrima Datta et al

08-12-2020

Invariant learning based multi-stage identification for Lithium-ion battery performance degradation
by Yan Qin et al

08-14-2020

MLM: A Benchmark Dataset for Multitask Learning with Multiple Languages and Modalities
by Jason Armitage et al

08-11-2020

IGANI: Iterative Generative Adversarial Networks for Imputation Applied to Prediction of Traffic Data
by Amir Kazemi et al

08-11-2020

Byzantine Fault-Tolerant Distributed Machine Learning Using Stochastic Gradient Descent (SGD) and Norm-Based Comparative Gradient Elimination (CGE)
by Nirupam Gupta et al

08-14-2020

Feature Selection Methods for Cost-Constrained Classification in Random Forests
by Rudolf Jagdhuber et al

08-12-2020

Sequential recommendation with metric models based on frequent sequences
by Corentin Lonjarret et al

08-11-2020

Common Metrics to Benchmark Human-Machine Teams (HMT): A Review
by Praveen Damacharla et al

08-14-2020

Free Lunch! Retrospective Uplift Modeling for Dynamic Promotions Recommendation within ROI Constraints
by Dmitri Goldenberg et al

08-11-2020

S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification
by Yang Yang et al

08-11-2020

Asymptotic Convergence Rate of Alternating Minimization for Rank One Matrix Completion
by Rui Liu et al

08-13-2020

Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digital reconstructed radiographs (DRRs) from CT-based ground-truth
by Eduardo Mortani Barbosa et al

08-12-2020

Using convolution neural networks to learn enhanced fiber orientation distribution models from commercially available diffusion magnetic resonance imaging
by Oeslle Lucena et al

08-12-2020

Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market
by Hao Peng et al

08-14-2020

Computation Offloading in Heterogeneous Vehicular Edge Networks: On-line and Off-policy Bandit Solutions
by Arash Bozorgchenani et al

08-11-2020

TextureWGAN: Texture Preserving WGAN with MLE Regularizer for Inverse Problems
by Masaki Ikuta et al

08-11-2020

Content-based Music Similarity with Triplet Networks
by Joseph Cleveland et al

08-11-2020

An Intelligent Control Strategy for buck DC-DC Converter via Deep Reinforcement Learning
by Chenggang Cui et al

08-14-2020

The Projected Belief Network Classfier : both Generative and Discriminative
by Paul M Baggenstoss

08-13-2020

A maximum value for the Kullback-Leibler divergence between quantum discrete distributions
by Vincenzo Bonnici

08-12-2020

Detection of Abnormal Vessel Behaviours from AIS data using GeoTrackNet: from the Laboratory to the Ocean
by Duong Nguyen et al

08-12-2020

Learning to Detect Anomalous Wireless Links in IoT Networks
by Gregor Cerar et al

08-11-2020

LTIatCMU at SemEval-2020 Task 11: Incorporating Multi-Level Features for Multi-Granular Propaganda Span Identification
by Sopan Khosla et al

08-11-2020

Learning Event-triggered Control from Data through Joint Optimization
by Niklas Funk et al

08-12-2020

Machine Learning for Robust Identification of Complex Nonlinear Dynamical Systems: Applications to Earth Systems Modeling
by Nishant Yadav et al

08-13-2020

Learnability and Robustness of Shallow Neural Networks Learned With a Performance-Driven BP and a Variant PSO For Edge Decision-Making
by Hongmei He et al

08-11-2020

Impact of natural disasters on consumer behavior: case of the 2017 El Nino phenomenon in Peru
by Hugo Alatrista-Salas et al

 
Craig Smith