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lib A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning

lib A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression

lib A Flexible Convolutional Solver for Fast Style Transfers

lib A FOFE-based Local Detection Approach for Named Entity Recognition and Mention Detection

lib A Fusion Adversarial Underwater Image Enhancement Network with a Public Test Dataset

lib A game-theoretic approach for Generative Adversarial Networks

lib A General Projection Property for Distribution Families

lib A Graph Neural Network Approach for Scalable Wireless Power Control

lib A Grassmannian Approach to Zero-Shot Learning for Network Intrusion Detection

lib A Hierarchical Recurrent Encoder-Decoder For Generative Context-Aware Query Suggestion

lib A Hierarchy of Limitations in Machine Learning

lib A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes

lib A Hybrid Solution to improve Iteration Efficiency in the Distributed Learning

lib A Latent Variable Model for Discourse-aware Concept and Entity Disambiguation

lib A lattice-based approach to the expressivity of deep ReLU neural networks

lib A Lexical Network with a Morphological Model in It

lib A linear approach for sparse coding by a two-layer neural network

lib A Local Approach to Forward Model Learning: Results on the Game of Life Game

lib A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion

lib A Morphological Analyzer for Egyptian Arabic

lib A multiple instance learning approach for sequence data with across bag dependencies

lib A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction

lib A New Approach to Building the Interindustry Input--Output Table

lib A New Arc-Routing Algorithm Applied to Winter Road Maintenance

lib A New Framework for Retinex based Color Image Enhancement using Particle Swarm Optimization

lib A New PAC-Bayesian Perspective on Domain Adaptation

lib A New Perspective on Boosting in Linear Regression via Subgradient Optimization and Relatives

lib A Note on Quantum Markov Models

lib A Note on Systematic Conflict Generation in CA-EN-type Causal Structures

lib A novel multivariate performance optimization method based on sparse coding and hyper-predictor learning

lib A Novel System for Extractive Clinical Note Summarization using EHR Data

lib A Pebble in the AI Race

lib A Pedagogical Application of NooJ in Language Teaching: The Adjective in Spanish and Italian

lib A practical and linguistically-motivated approach to compositional distributional semantics

lib A Primer on PAC-Bayesian Learning

lib A Probabilistic Reasoning Environment

lib A Probabilistic U-Net for Segmentation of Ambiguous Images

lib A radial basis function neural network based approach for the electrical characteristics estimation of a photovoltaic module

lib A Radically New Theory of how the Brain Represents and Computes with Probabilities

lib A Randomized Algorithm for CCA

lib A randomized gradient-free attack on ReLU networks

lib A rational model of causal inference with continuous causes

lib A Realistic Face-to-Face Conversation System based on Deep Neural Networks

lib A Revised Generative Evaluation of Visual Dialogue

lib A Riemannian Framework for Statistical Analysis of Topological Persistence Diagrams

lib A Sense-Based Translation Model for Statistical Machine Translation

lib A Siamese Deep Forest

lib A Simple, Fast and Fully Automated Approach for Midline Shift Measurement on Brain Computed Tomography

lib A Stacking-based Approach to Twitter User Geolocation Prediction

lib A Survey of Algorithms and Analysis for Adaptive Online Learning

lib A Survey on Biomedical Image Captioning

lib A temporal expression recognition system for medical documents by

lib A Theoretical Framework of Approximation Error Analysis of Evolutionary Algorithms

lib A theory of independent mechanisms for extrapolation in generative models

lib A Tucker decomposition process for probabilistic modeling of diffusion magnetic resonance imaging

lib A tutorial introduction to the minimum description length principle

lib A Two-Stream Symmetric Network with Bidirectional Ensemble for Aerial Image Matching

lib A Unified Framework for Sparse Non-Negative Least Squares using Multiplicative Updates and the Non-Negative Matrix Factorization Problem

lib A Universal Analysis of Large-Scale Regularized Least Squares Solutions

lib A VEST of the Pseudoinverse Learning Algorithm

lib A Visual Analytics System for Cluster Exploration

lib A World of Difference: Divergent Word Interpretations among People

lib Absolute Human Pose Estimation with Depth Prediction Network

lib Abstractive Summarization of Product Reviews Using Discourse Structure

lib ABtree: An Algorithm for Subgroup-Based Treatment Assignment

lib Accelerating Experimental Design by Incorporating Experimenter Hunches

lib Accomplishable Tasks in Knowledge Representation

lib Achieving Fluency and Coherency in Task-oriented Dialog

lib ACM-DE: Adaptive p-best Cauchy Mutation with linear failure threshold reduction for Differential Evolution in numerical optimization

lib Acquisition of Phrase Correspondences using Natural Deduction Proofs

lib Activity Regularization for Continual Learning

lib Adaptive Blending Units: Trainable Activation Functions for Deep Neural Networks

lib Adaptive Geometric Multiscale Approximations for Intrinsically Low-dimensional Data

lib Adaptive Re-ranking of Deep Feature for Person Re-identification

lib Addendum on the scoring of Gaussian directed acyclic graphical models

lib Advanced Rich Transcription System for Estonian Speech

lib Advances in Online Audio-Visual Meeting Transcription

lib Adversarial Example Defenses: Ensembles of Weak Defenses are not Strong

lib Adversarial Examples in Deep Learning: Characterization and Divergence

lib Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective

lib Adversarial Mahalanobis Distance-based Attentive Song Recommender for Automatic Playlist Continuation

lib Adversarially Trained Autoencoders for Parallel-Data-Free Voice Conversion

lib AI for Explaining Decisions in Multi-Agent Environments

lib ALANIS at SemEval-2018 Task 3: A Feature Engineering Approach to Irony Detection in English Tweets

lib Algorithm-Dependent Generalization Bounds for Overparameterized Deep Residual Networks

lib Aligning Users Across Social Networks Using Network Embedding

lib All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation

lib Ambiguss, a game for building a Sense Annotated Corpus for French

lib An Adaptive Framework for Missing Depth Inference Using Joint Bilateral Filter

lib An Adaptive Oversampling Learning Method for Class-Imbalanced Fault Diagnostics and Prognostics

lib An automatic water detection approach based on Dempster-Shafer theory for multi spectral images

lib An easy-to-use empirical likelihood ABC method

lib An Extension of LIME with Improvement of Interpretability and Fidelity

lib An Objective Evaluation Metric for image fusion based on Del Operator

lib An unsupervised approach to Geographical Knowledge Discovery using street level and street network images

lib Analysis of the noise in back-projection light field acquisition and its optimization

lib Analysis of Triplet Motifs in Biological Signed Oriented Graphs Suggests a Relationship Between Fine Topology and Function

lib Analysis of Word Embeddings and Sequence Features for Clinical Information Extraction

lib Annotating Discourse Connectives in Spoken Turkish

lib Anomaly Detection in the Presence of Missing Values

lib Anomaly detection with Wasserstein GAN

lib Anticipation in collaborative music performance using fuzzy systems: a case study

lib Application of Time Series Analysis to Traffic Accidents in Los Angeles

lib Application Specific Instrumentation (ASIN): A Bio-inspired Paradigm to Instrumentation using recognition before detection

lib APPLYING A BEAM SEARCH TO TRANSITION-BASED DEPENDENCY PARSING: A CASE STUDY FOR FRENCH WITH THE TALISMANE SUITE (L'apport du faisceau dans l'analyse syntaxique en d\'ependances par transitions : \'etudes de cas avec l'analyseur Talismane) [in French]

lib Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems

lib Are words easier to learn from infant- than adult-directed speech? A quantitative corpus-based investigation

lib Ask Your Neurons: A Deep Learning Approach to Visual Question Answering

lib ASP-Core-2 Input Language Format

lib Aspartame: Solving Constraint Satisfaction Problems with Answer Set Programming

lib Attention Fusion Networks: Combining Behavior and E-mail Content to Improve Customer Support

lib Attributes-aided Part Detection and Refinement for Person Re-identification

lib Audiovisual Analytics Vocabulary and Ontology (AAVO): initial core and example expansion

lib Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis

lib autoAx: An Automatic Design Space Exploration and Circuit Building Methodology utilizing Libraries of Approximate Components

lib Automata for Infinite Argumentation Structures

lib Automated assessment of knowledge hierarchy evolution: comparing directed acyclic graphs

lib Automated Ground Truth Estimation For Automotive Radar Tracking Applications With Portable GNSS And IMU Devices

lib Automated Ground Truth Estimation of Vulnerable Road Users in Automotive Radar Data Using GNSS

lib Automated Prediction of Temporal Relations

lib Automatic 3D Liver Segmentation Using Sparse Representation of Global and Local Image Information via Level Set Formulation

lib Automatic and Robust Skull Registration Based on Discrete Uniformization

lib Automatic Identification of Expressions of Locations in Tweet Messages using Conditional Random Fields

lib Automatic Negation and Speculation Detection in Veterinary Clinical Text

lib Automatic Spelling Correction for Resource-Scarce Languages using Deep Learning

lib Automatic Taxonomy Generation - A Use-Case in the Legal Domain

lib Automatic Techniques for Gridding cDNA Microarray Images

lib Automatic Text Generation by Learning from Literary Structures

lib Automatic View-Point Selection for Inter-Operative Endoscopic Surveillance

lib Automatically Generating Psychiatric Case Notes From Digital Transcripts of Doctor-Patient Conversations

lib Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration

lib Backpropagation and Biological Plausibility

lib BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model

lib Beyond One-hot Encoding: lower dimensional target embedding

lib Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with Double Power-law Behavior

lib Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions

lib Bi-directional Shape Correspondences (BSC): A Novel Technique for 2-d Shape Warping in Quadratic Time?

lib Bias-Compensated Normalized Maximum Correntropy Criterion Algorithm for System Identification with Noisy Input

lib Bidirectional LSTM-CRF for Clinical Concept Extraction

lib Bilingual Data Cleaning for SMT using Graph-based Random Walk

lib Bilingual lexicon extraction for a distant language pair using a small parallel corpus

lib Binarized Attributed Network Embedding

lib BioNLP: Proceedings of the 2012 Workshop on Biomedical Natural Language Processing

lib BIRA: Improved Predictive Exchange Word Clustering

lib Book Review: Natural Language Processing for Historical Texts by Michael Piotrowski

lib Book Reviews: Semi-Supervised Learning and Domain Adaptation in Natural Language Processing by Anders S\ogaard

lib Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering

lib brat: a Web-based Tool for NLP-Assisted Text Annotation

lib Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition Modeling

lib Bridging the Domain Gap for Ground-to-Aerial Image Matching

lib Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis

lib Building a Macro Chinese Discourse Treebank

lib Building Open Javanese and Sundanese Corpora for Multilingual Text-to-Speech

lib Calculating entropy at different scales among diverse communication systems

lib Camera-based vehicle velocity estimation from monocular video

lib Car Detection using Unmanned Aerial Vehicles: Comparison between Faster R-CNN and YOLOv3

lib CARER: Contextualized Affect Representations for Emotion Recognition

lib CenterFace: Joint Face Detection and Alignment Using Face as Point

lib Channel Attention with Embedding Gaussian Process: A Probabilistic Methodology

lib Characterizing the impact of geometric properties of word embeddings on task performance

lib Chasing the Echo State Property

lib Clamping Variables and Approximate Inference

lib Class-Agnostic Continual Learning of Alternating Languages and Domains

lib Class-prior Estimation for Learning from Positive and Unlabeled Data

lib Clickstream analysis for crowd-based object segmentation with confidence

lib CloudScan - A configuration-free invoice analysis system using recurrent neural networks

lib Cluster Labeling by Word Embeddings and WordNet's Hypernymy

lib CNN Cascades for Segmenting Whole Slide Images of the Kidney

lib Co-Occurrence Patterns in the Voynich Manuscript

lib Co-Regression for Cross-Language Review Rating Prediction

lib CoAPI: An Efficient Two-Phase Algorithm Using Core-Guided Over-Approximate Cover for Prime Compilation of Non-Clausal Formulae

lib COCO-CN for Cross-Lingual Image Tagging, Captioning and Retrieval

lib Cognitive Deep Machine Can Train Itself

lib Coherent and Archimedean choice in general Banach spaces

lib Collection of Multimodal Dialog Data and Analysis of the Result of Annotation of Users' Interest Level

lib Colonoscope tracking method based on shape estimation network

lib Color-Stripe Structured Light Robust to Surface Color and Discontinuity

lib Column normalization of a random measurement matrix

lib Combinational Class Activation Maps for Weakly Supervised Object Localization

lib Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network Training

lib Combining human and machine learning for morphological analysis of galaxy images

lib Combining observational and experimental data to find heterogeneous treatment effects

lib COMMIT-P1WP3: A Co-occurrence Based Approach to Aspect-Level Sentiment Analysis

lib Common sense and Semantic-Guided Navigation via Language in Embodied Environments

lib Communication-Optimal Distributed Clustering

lib Comparative Analysis between Notations to Classify Named Entities using Conditional Random Fields

lib Comparing Approaches to the Identification of Similar Languages

lib Completely Distributed Power Allocation using Deep Neural Network for Device to Device communication Underlaying LTE

lib Completeness Guarantees for Incomplete Ontology Reasoners: Theory and Practice

lib Component-based Attention for Large-scale Trademark Retrieval

lib Composing Neural Algorithms with Fugu

lib Compositional uncertainty in deep Gaussian processes

lib Compression-Based Regularization with an Application to Multi-Task Learning

lib Computing Kantorovich-Wasserstein Distances on d-dimensional histograms using (d+1)-partite graphs

lib Computing rational decisions in extensive games with limited foresight

lib Computing sets of graded attribute implications with witnessed non-redundancy

lib Conditional Density Estimation with Dimensionality Reduction via Squared-Loss Conditional Entropy Minimization

lib Conditional Variational Autoencoder for Neural Machine Translation

lib Confidential Boosting with Random Linear Classifiers for Outsourced User-generated Data

lib Conformalized Kernel Ridge Regression

lib Connectivity-constrained interactive annotations for panoptic segmentation

lib Consensus Monte Carlo for Random Subsets using Shared Anchors

lib Conservation AI: Live Stream Analysis for the Detection of Endangered Species Using Convolutional Neural Networks and Drone Technology

lib Consistency Techniques for Flow-Based Projection-Safe Global Cost Functions in Weighted Constraint Satisfaction

lib Constructing an Ontology of Japanese Lexical Properties: Specifying its Property Structures and Lexical Entries

lib Construction of English-French Multimodal Affective Conversational Corpus from TV Dramas

lib Content-Based Table Retrieval for Web Queries

lib Content-Sensitive Supervoxels via Uniform Tessellations on Video Manifolds

lib Context Vectors are Reflections of Word Vectors in Half the Dimensions

lib Context-Based Chinese Word Segmentation using SVM Machine-Learning Algorithm without Dictionary Support

lib Contextual Combinatorial Conservative Bandits

lib Continuous parameter working memory in a balanced chaotic neural network

lib Convergence of Langevin MCMC in KL-divergence

lib Conversation Modeling on Reddit using a Graph-Structured LSTM

lib Converting an English-Swedish Parallel Treebank to Universal Dependencies

lib Convex Variational Image Restoration with Histogram Priors

lib ConvNets and ImageNet Beyond Accuracy: Understanding Mistakes and Uncovering Biases

lib Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation

lib Copula Processes

lib Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies

lib Correlation of Auroral Dynamics and GNSS Scintillation with an Autoencoder

lib Correlation-Sensitive Next-Basket Recommendation

lib Corruption Robust Exploration in Episodic Reinforcement Learning

lib Counting Cells in Time-Lapse Microscopy using Deep Neural Networks

lib Creating Similarity: Lateral Thinking for Vertical Similarity Judgments

lib Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night

lib Cross-Lingual Transfer for Distantly Supervised and Low-resources Indonesian NER

lib Cross-Lingual Transfer Learning for Question Answering

lib CrossNet: Latent Cross-Consistency for Unpaired Image Translation

lib Crowd Density Estimation using Novel Feature Descriptor

lib CUNI x-ling: Parsing Under-Resourced Languages in CoNLL 2018 UD Shared Task

lib Curation of Dutch Regional Dictionaries

lib CURE: Curvature Regularization For Missing Data Recovery

lib Current Trends and Future Research Directions for Interactive Music

lib Customized video filtering on YouTube

lib CycleGAN, a Master of Steganography

lib CycleGAN-VC2: Improved CycleGAN-based Non-parallel Voice Conversion

lib DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset

lib DARI: Distance metric And Representation Integration for Person Verification

lib DARKMENTION: A Deployed System to Predict Enterprise-Targeted External Cyberattacks

lib Database Meets Deep Learning: Challenges and Opportunities

lib Decentralized Multi-Agent Actor-Critic with Generative Inference

lib Deep Bayesian Inversion

lib Deep Closest Point: Learning Representations for Point Cloud Registration

lib Deep Coevolutionary Network: Embedding User and Item Features for Recommendation

lib Deep Continuous Clustering

lib Deep Convolutional Neural Networks Based on Semi-Discrete Frames

lib Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation

lib Deep Edge-Aware Saliency Detection

lib Deep feature compression for collaborative object detection

lib Deep Feed-forward Sequential Memory Networks for Speech Synthesis

lib Deep Generalized Canonical Correlation Analysis

lib Deep Genetic Network

lib Deep Image Harmonization

lib Deep k-Nearest Neighbors: Towards Confident, Interpretable and Robust Deep Learning

lib Deep Learning Estimation of Multi-Tissue Constrained Spherical Deconvolution with Limited Single Shell DW-MRI

lib Deep Learning for Energy Markets

lib Deep Learning for Medical Image Segmentation

lib Deep learning for universal linear embeddings of nonlinear dynamics

lib Deep learning generalizes because the parameter-function map is biased towards simple functions

lib Deep learning in remote sensing: a review

lib Deep Learning-based Hybrid Graph-Coloring Algorithm for Register Allocation

lib Deep Learning: A Critical Appraisal

lib Deep Multi-Task Learning for Anomalous Driving Detection Using CAN Bus Scalar Sensor Data

lib Deep network as memory space: complexity, generalization, disentangled representation and interpretability

lib Deep neural networks for single channel source separation

lib Deep QA: Moving beyond the hype to examine the challenges in creating a cognitive assistant for humans

lib Deep Recurrent Neural Networks for Acoustic Modelling

lib Deep Unsupervised Cardinality Estimation

lib DeepChrome: Deep-learning for predicting gene expression from histone modifications

lib DeepEnroll: Patient-Trial Matching with Deep Embedding and Entailment Prediction

lib DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images

lib DeepTrax: Embedding Graphs of Financial Transactions

lib Defining Relative Likelihood in Partially-Ordered Preferential Structures

lib DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets

lib Deformable Spatial Pyramid Matching for Fast Dense Correspondences

lib Deploy Large-Scale Deep Neural Networks in Resource Constrained IoT Devices with Local Quantization Region

lib Depthwise Non-local Module for Fast Salient Object Detection Using a Single Thread

lib Design of Novel Algorithm and Architecture for Gaussian Based Color Image Enhancement System for Real Time Applications

lib Detecting Cyber-Related Discussions in Online Social Platforms

lib Detection of Pitt-Hopkins Syndrome based on morphological facial features

lib Determining the Characteristic Vocabulary for a Specialized Dictionary using Word2vec and a Directed Crawler

lib Developing a Sina Weibo Incident Monitor for Disasters

lib Development and Analysis of NLP Pipelines in Argo

lib Device-aware inference operations in SONOS nonvolatile memory arrays

lib Diagnosis of Breast Cancer using Hybrid Transfer Learning

lib Differentiable Causal Computations via Delayed Trace

lib Differentiable Graph Module (DGM) Graph Convolutional Networks

lib Dilated deeply supervised networks for hippocampus segmentation in MRI

lib DirRelCond3: Detecting Textual Entailment Across Languages With Conditions On Directional Text Relatedness Scores

lib Disambiguating prepositional phrase attachment sites with sense information captured in contextualized distributional data

lib Discovering Conceptual Metaphors using Source Domain Spaces

lib Discovering conservation laws from data for control

lib Discovering Context Specific Causal Relationships

lib Discovering the Compositional Structure of Vector Representations with Role Learning Networks

lib Discrete Argument Representation Learning for Interactive Argument Pair Identification

lib Discriminative Learning with Natural Annotations: Word Segmentation as a Case Study

lib Disease Progression Timeline Estimation for Alzheimer's Disease using Discriminative Event Based Modeling

lib Disentangled Representation Learning with Wasserstein Total Correlation

lib Dissecting Deep Neural Networks

lib Distantly Supervised Biomedical Knowledge Acquisition via Knowledge Graph Based Attention

lib Distill-and-Compare: Auditing Black-Box Models Using Transparent Model Distillation

lib Distributed Online Optimization in Dynamic Environments Using Mirror Descent

lib Distributed regression modeling for selecting markers under data protection constraints

lib Distributed Statistical Estimation and Rates of Convergence in Normal Approximation

lib Diverse feature visualizations reveal invariances in early layers of deep neural networks

lib Diversity and Depth in Per-Example Routing Models

lib Diversity-Achieving Slow-DropBlock Network for Person Re-Identification

lib Do POS Tags Help to Learn Better Morphological Segmentations?

lib DocEmul: a Toolkit to Generate Structured Historical Documents

lib DSKG: A Deep Sequential Model for Knowledge Graph Completion

lib DT-LET: Deep Transfer Learning by Exploring where to Transfer

lib Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

lib Dual IV: A Single Stage Instrumental Variable Regression

lib Dynamic mode decomposition in vector-valued reproducing kernel Hilbert spaces for extracting dynamical structure among observables

lib Dynamic Tensor Clustering

lib Early Predictions for Medical Crowdfunding: A Deep Learning Approach Using Diverse Inputs

lib ECA: High Dimensional Elliptical Component Analysis in non-Gaussian Distributions

lib ECMdd: Evidential c-medoids clustering with multiple prototypes

lib EDIT: Exemplar-Domain Aware Image-to-Image Translation

lib Effective face landmark localization via single deep network

lib Effective weakly supervised semantic frame induction using expression sharing in hierarchical hidden Markov models

lib Efficiency of quantum versus classical annealing in non-convex learning problems

lib Efficient Algorithms for Searching the Minimum Information Partition in Integrated Information Theory

lib Efficient and Scalable View Generation from a Single Image using Fully Convolutional Networks

lib Efficient Baseline-free Sampling in Parameter Exploring Policy Gradients: Super Symmetric PGPE

lib Efficient Large-scale Approximate Nearest Neighbor Search on the GPU

lib Efficient Likelihood Bayesian Constrained Local Model

lib Efficient Moments-based Permutation Tests

lib Efficient Online Surface Correction for Real-time Large-Scale 3D Reconstruction

lib Efficient Rule Learning with Template Saturation for Knowledge Graph Completion

lib Efficiently Computing Piecewise Flat Embeddings for Data Clustering and Image Segmentation

lib Efficiently sampling functions from Gaussian process posteriors

lib EigenNetworks

lib Ellipsis in Chinese AMR Corpus

lib Embeddings for Word Sense Disambiguation: An Evaluation Study

lib Emirati-Accented Speaker Identification in Stressful Talking Conditions

lib EmoAtt at EmoInt-2017: Inner attention sentence embedding for Emotion Intensity

lib End-to-end Argument Generation System in Debating

lib Energy Disaggregation via Discriminative Sparse Coding

lib Engineering Safety in Machine Learning

lib Enhancing Statistical Machine Translation with Character Alignment

lib Enhancing the Robustness of Deep Neural Networks by Boundary Conditional GAN

lib Ensemble of Learning Project Productivity in Software Effort Based on Use Case Points

lib Equivalence of Learning Algorithms

lib Error analysis of regularized least-square regression with Fredholm kernel

lib Essential Tensor Learning for Multi-view Spectral Clustering

lib Estimating 3D Motion and Forces of Person-Object Interactions from Monocular Video

lib Estimating a Manifold from a Tangent Bundle Learner

lib Estimating Nonlinear Dynamics with the ConvNet Smoother

lib Estimating Total Search Space Size for Specific Piece Sets in Chess

lib Estimation of Orofacial Kinematics in Parkinson's Disease: Comparison of 2D and 3D Markerless Systems for Motion Tracking

lib Evaluating CNNs on the Gestalt Principle of Closure

lib Evaluating the Utility of Document Embedding Vector Difference for Relation Learning

lib Evaluation of Protein-protein Interaction Predictors with Noisy Partially Labeled Data Sets

lib Evaluation of the KIT Lecture Translation System

lib Evolutionary Deep Learning to Identify Galaxies in the Zone of Avoidance

lib Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results

lib Evolving Spiking Networks with Variable Resistive Memories

lib Exact Expression For Information Distance

lib Explanation of Probabilistic Inference for Decision Support Systems

lib Exploiting Structure for Fast Kernel Learning

lib Exponential Concentration of a Density Functional Estimator

lib Extended Graded Modalities in Strategy Logic

lib Extensions of Generic DOL for Generic Ontology Design Patterns

lib Extra\cc\~ao de Alvos em Coment\'arios de Not\'\icias em Portugu\^es baseada na Teoria da Centraliza\cc\~ao (Target Extraction in News Reviews in Portuguese based on Centering Theory)

lib Extracting Factual Min/Max Age Information from Clinical Trial Studies

lib Extracting Opinion Targets and Opinion Words from Online Reviews with Graph Co-ranking

lib Face Alignment Across Large Poses: A 3D Solution

lib Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests

lib face anti-spoofing based on color texture analysis

lib Face Recognition Techniques: A Survey

lib Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series

lib FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning

lib Falling Things: A Synthetic Dataset for 3D Object Detection and Pose Estimation

lib Fast and Provably Accurate Bilateral Filtering

lib Fast Concept Mention Grouping for Concept Map-based Multi-Document Summarization

lib Fast Implementation of Morphological Filtering Using ARM NEON Extension

lib Fast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection

lib FastMMD: Ensemble of Circular Discrepancy for Efficient Two-Sample Test

lib FAT-DeepFFM: Field Attentive Deep Field-aware Factorization Machine

lib Feature Selection Based on Confidence Machine

lib Feature Selection For High-Dimensional Clustering

lib Feature selection via simultaneous sparse approximation for person specific face verification

lib Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data

lib Few-Shot Object Recognition from Machine-Labeled Web Images

lib Finding Action Tubes

lib Finding expertise using online community dialogue and the Duality of Expertise

lib Finding Names in Trove: Named Entity Recognition for Australian Historical Newspapers

lib Finito: A Faster, Permutable Incremental Gradient Method for Big Data Problems

lib First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation

lib Fixed Point Algorithm Based on Quasi-Newton Method for Convex Minimization Problem with Application to Image Deblurring

lib FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity Recognition

lib Font Acknowledgment and Character Extraction of Digital and Scanned Images

lib Forensic Similarity for Digital Images

lib Fourier Transform Approach to Machine Learning II: Fourier Clustering

lib FudanNLP: A Toolkit for Chinese Natural Language Processing

lib Full deep neural network training on a pruned weight budget

lib Fully Bayesian Logistic Regression with Hyper-Lasso Priors for High-dimensional Feature Selection

lib Fully Convolutional Networks for Monocular Retinal Depth Estimation and Optic Disc-Cup Segmentation

lib Function approximation by deep networks

lib Functional Bayesian Neural Networks for Model Uncertainty Quantification

lib Fundamental Limits of Online and Distributed Algorithms for Statistical Learning and Estimation

lib Fundamental principles of cortical computation: unsupervised learning with prediction, compression and feedback

lib Fuzzy Clustering Data Given in the Ordinal Scale

lib Fuzzy Rankings: Properties and Applications

lib GAN and VAE from an Optimal Transport Point of View

lib GeCoTagger: Annotation of German Verb Complements with Conditional Random Fields

lib Generalised framework for multi-criteria method selection

lib Generalization of an Upper Bound on the Number of Nodes Needed to Achieve Linear Separability

lib Generated Loss and Augmented Training of MNIST VAE

lib Generating Sentiment-Preserving Fake Online Reviews Using Neural Language Models and Their Human- and Machine-based Detection

lib Generative Adversarial Networks for Recovering Missing Spectral Information

lib Geometrically Mappable Image Features

lib GLAC Net: GLocal Attention Cascading Networks for Multi-image Cued Story Generation

lib GluonTS: Probabilistic Time Series Models in Python

lib Goldilocks Neural Networks

lib Government Domain Named Entity Recognition for South African Languages

lib GP-Localize: Persistent Mobile Robot Localization using Online Sparse Gaussian Process Observation Model

lib GPU Accelerated Sub-Sampled Newton's Method

lib GPU Memory Management for Deep Neural Networks Using Deep Q-Network

lib GPU-Friendly Local Regression for Voice Conversion

lib Gradient Flow Algorithms for Density Propagation in Stochastic Systems

lib Gradient-based Training of Slow Feature Analysis by Differentiable Approximate Whitening

lib Grammar Engineering for a Customer: a Case Study with Five Languages

lib Grammar Induction for Minimalist Grammars using Variational Bayesian Inference : A Technical Report

lib Graph Attention Auto-Encoders

lib Graph Refinement based Tree Extraction using Mean-Field Networks and Graph Neural Networks

lib Graph Spectral Regularization For Neural Network Interpretability

lib Graph-Based Manifold Frequency Analysis for Denoising

lib Graph-Based Seed Set Expansion for Relation Extraction Using Random Walk Hitting Times

lib Graph-Based Semi-Supervised Conditional Random Fields For Spoken Language Understanding Using Unaligned Data

lib GraphIE: A Graph-Based Framework for Information Extraction

lib Gromov-Wasserstein Averaging in a Riemannian Framework

lib Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction

lib GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction

lib Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation

lib Guided Proofreading of Automatic Segmentations for Connectomics

lib Harvesting Multiple Views for Marker-less 3D Human Pose Annotations

lib Hashtag Healthcare: From Tweets to Mental Health Journals Using Deep Transfer Learning

lib Hashtag Processing for Enhanced Clustering of Tweets

lib Hierarchical Conflict Propagation: Sequence Learning in a Recurrent Deep Neural Network

lib Hierarchical Federated Learning Across Heterogeneous Cellular Networks

lib Hierarchical Latent Word Clustering

lib Hierarchical modeling of molecular energies using a deep neural network

lib High Accurate Unhealthy Leaf Detection

lib High-Level Plan for Behavioral Robot Navigation with Natural Language Directions and R-NET

lib High-speed real-time single-pixel microscopy based on Fourier sampling

lib Higher-order clustering in networks

lib Higher-Order Syntactic Attention Network for Longer Sentence Compression

lib Holographic Automata for Ambient Immersive A. I. via Reservoir Computing

lib How big can style be? Addressing high dimensionality for recommending with style

lib How to Avoid Sentences Spelling Boring? Towards a Neural Approach to Unsupervised Metaphor Generation

lib Human-centric Indoor Scene Synthesis Using Stochastic Grammar

lib Hybrid Attention-Based Transformer Block Model for Distant Supervision Relation Extraction

lib Hybrid-FL for Wireless Networks: Cooperative Learning Mechanism Using Non-IID Data

lib Hyperspectral Unmixing Based on Clustered Multitask Networks

lib Identification of Genia Events using Multiple Classifiers

lib Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models

lib Identifying and Controlling Important Neurons in Neural Machine Translation

lib Image Acquisition in an Underwater Vision System with NIR and VIS Illumination

lib Image Processing on IOPA Radiographs: A comprehensive case study on Apical Periodontitis

lib Importance sampling strategy for non-convex randomized block-coordinate descent

lib Improved Generalization Bound of Group Invariant / Equivariant Deep Networks via Quotient Feature Space

lib Improving CUR Matrix Decomposition and the Nyström Approximation via Adaptive Sampling

lib Improving Exploration of Deep Reinforcement Learning using Planning for Policy Search

lib Improving Online Algorithms via ML Predictions

lib Improving SAT Solvers via Blocked Clause Decomposition