lib $ρ$-hot Lexicon Embedding-based Two-level LSTM for Sentiment Analysis
lib 11 x 11 Domineering is Solved: The first player wins
lib 25 years of CNNs: Can we compare to human abstraction capabilities?
lib 3D Deep Learning for Biological Function Prediction from Physical Fields
lib 3D-CODED: 3D Correspondences by Deep Deformation
lib 4D CNN for semantic segmentation of cardiac volumetric sequences
lib 6th International Symposium on Attention in Cognitive Systems 2013
lib 99% of Distributed Optimization is a Waste of Time: The Issue and How to Fix it
lib A 2nd Longitudinal Corpus for Children's Writing with Enhanced Output for Specific Spelling Patterns
lib A Bayesian Compressed Sensing Kalman Filter for Direction of Arrival Estimation
lib A Bayesian Mixed Effects Model of Literary Character
lib A Bayesian Model for Activities Recommendation and Event Structure Optimization Using Visitors Tracking
lib A Benchmark Dataset and Saliency-guided Stacked Autoencoders for Video-based Salient Object Detection
lib A biconvex analysis for Lasso l1 reweighting
lib A Black-box Attack on Neural Networks Based on Swarm Evolutionary Algorithm
lib A Blissymbolics Translation System
lib A Brief Introduction to Machine Learning for Engineers
lib A Chasm Between Identity and Equivalence Testing with Conditional Queries
lib A comment on the paper Prediction of Kidney Function from Biopsy Images using Convolutional Neural Networks
lib A compact formula for the derivative of a 3-D rotation in exponential coordinates
lib A Comparative Analysis on the Applicability of Entropy in remote sensing
lib A Comparative Study of Filtering Approaches Applied to Color Archival Document Images
lib A Comparative Study of Two Statistical Modelling Approaches for Estimating Multivariate Likelihood Ratios in Forensic Voice Comparison
lib A Comparative Study of Weighting Schemes for the Interpretation of Spoken Referring Expressions
lib A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging
lib A comparison of recent waveform generation and acoustic modeling methods for neural-network-based speech synthesis
lib A Computational Theory for Life-Long Learning of Semantics
lib A Computationally Efficient Method for Defending Adversarial Deep Learning Attacks
lib A Data Mining framework to model Consumer Indebtedness with Psychological Factors
lib A Deep Learning Approach to Denoise Optical Coherence Tomography Images of the Optic Nerve Head
lib A Deep Recurrent Q Network towards Self-adapting Distributed Microservices architecture
lib A Deeply-Recursive Convolutional Network for Crowd Counting
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 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 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 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 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 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 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 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 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