07-31-2019
|
On Mutual Information Maximization for Representation
Learning
by
Michael Tschannen
et al
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07-30-2019
|
GENESIS: Generative Scene Inference and Sampling with
Object-Centric Latent Representations
by
Martin Engelcke
et al
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07-30-2019
|
Machine learning in APOGEE: Identification of stellar
populations through chemical abundances
by
Rafael Garcia-Dias
et al
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08-01-2019
|
Chainer: A Deep Learning Framework for Accelerating the
Research Cycle
by
Seiya Tokui
et al
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08-01-2019
|
Reinforcement Learning for Personalized Dialogue
Management
by
Floris den Hengst
et al
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07-31-2019
|
KiloGrams: Very Large N-Grams for Malware
Classification
by
Edward Raff
et al
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07-31-2019
|
iCartoonFace: A Benchmark of Cartoon Person Recognition
by
Shichao Li
et al
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07-31-2019
|
An Empirical Study of Batch Normalization and Group
Normalization in Conditional Computation
by
Vincent Michalski
et al
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08-01-2019
|
Convolutional Auto-encoding of Sentence Topics for
Image Paragraph Generation
by
Jing Wang
et al
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08-01-2019
|
Content and Colour Distillation for Learning Image
Translations with the Spatial Profile Loss
by
M. Saquib Sarfraz
et al
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07-31-2019
|
Graph Neural Networks for Small Graph and Giant Network
Representation Learning: An Overview
by
Jiawei Zhang
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07-30-2019
|
Prudence When Assuming Normality: an advice for machine
learning practitioners
by
Waleed A. Yousef
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08-01-2019
|
Structured3D: A Large Photo-realistic Dataset for
Structured 3D Modeling
by
Jia Zheng
et al
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07-31-2019
|
GraphFlow: Exploiting Conversation Flow with Graph
Neural Networks for Conversational Machine
Comprehension
by
Yu Chen
et al
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07-30-2019
|
Wasserstein Robust Reinforcement Learning
by
Mohammed Amin Abdullah
et al
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08-01-2019
|
Simple and Effective Text Matching with Richer
Alignment Features
by
Runqi Yang
et al
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07-31-2019
|
Machine Learning at the Network Edge: A Survey
by
M. G. Sarwar Murshed
et al
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07-31-2019
|
DROGON: A Causal Reasoning Framework for Future
Trajectory Forecast
by
Chiho Choi
et al
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|
07-30-2019
|
Impact of Adversarial Examples on Deep Learning Models
for Biomedical Image Segmentation
by
Utku Ozbulak
et al
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08-01-2019
|
ScarfNet: Multi-scale Features with Deeply Fused and
Redistributed Semantics for Enhanced Object Detection
by
Jin Hyeok Yoo
et al
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07-30-2019
|
Ablate, Variate, and Contemplate: Visual Analytics for
Discovering Neural Architectures
by
Dylan Cashman
et al
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08-01-2019
|
Generative Image Inpainting with Submanifold Alignment
by
Ang Li
et al
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07-31-2019
|
Curiosity-driven Reinforcement Learning for Diverse
Visual Paragraph Generation
by
Yadan Luo
et al
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07-31-2019
|
What BERT is not: Lessons from a new suite of
psycholinguistic diagnostics for language models
by
Allyson Ettinger
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07-31-2019
|
FairSight: Visual Analytics for Fairness in Decision
Making
by
Yongsu Ahn
et al
|
|
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|
08-01-2019
|
Extract and Merge: Merging extracted humans from
different images utilizing Mask R-CNN
by
Asati Minkesh
et al
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|
08-01-2019
|
Semantic Concept Spaces: Guided Topic Model Refinement
using Word-Embedding Projections
by
Mennatallah El-Assady
et al
|
|
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|
07-30-2019
|
MaSS: A Large and Clean Multilingual Corpus of
Sentence-aligned Spoken Utterances Extracted from the
Bible
by
Marcely Zanon Boito
et al
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08-01-2019
|
Pseudo-Labeling Curriculum for Unsupervised Domain
Adaptation
by
Jaehoon Choi
et al
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|
08-01-2019
|
Deep Kinematic Models for Physically Realistic
Prediction of Vehicle Trajectories
by
Henggang Cui
et al
|
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|
|
07-31-2019
|
Competing Ratio Loss for Discriminative Multi-class
Image Classification
by
Ke Zhang
et al
|
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07-31-2019
|
Sublinear Subwindow Search
by
Max Reuter
et al
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|
07-31-2019
|
The demography of the peripatetic researcher: Evidence
on highly mobile scholars from the Web of Science
by
Samin Aref
et al
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|
08-01-2019
|
A Natural-language-based Visual Query Approach of
Uncertain Human Trajectories
by
Zhaosong Huang
et al
|
|
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|
07-31-2019
|
Biased Average Position Estimates in Line and Bar
Graphs: Underestimation, Overestimation, and Perceptual
Pull
by
Cindy Xiong
et al
|
|
|
|
07-30-2019
|
Optimizing Multi-GPU Parallelization Strategies for
Deep Learning Training
by
Saptadeep Pal
et al
|
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|
08-01-2019
|
Learning Joint Acoustic-Phonetic Word Embeddings
by
Mohamed El-Geish
|
|
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07-31-2019
|
Multi-path Learning for Object Pose Estimation Across
Domains
by
Martin Sundermeyer
et al
|
|
|
|
08-01-2019
|
Pyramid Real Image Denoising Network
by
Yiyun Zhao
et al
|
|
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|
07-30-2019
|
Multi-Agent Adversarial Inverse Reinforcement Learning
by
Lantao Yu
et al
|
|
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|
07-30-2019
|
Landmark Detection in Low Resolution Faces with
Semi-Supervised Learning
by
Amit Kumar
et al
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|
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|
08-01-2019
|
A Unified Point-Based Framework for 3D Segmentation
by
Hungyueh Chiang
et al
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|
|
08-01-2019
|
Sentiment Analysis at SEPLN (TASS)-2019: Sentiment
Analysis at Tweet level using Deep Learning
by
Avishek Garain
et al
|
|
|
|
08-01-2019
|
Moulding Humans: Non-parametric 3D Human Shape
Estimation from Single Images
by
Valentin Gabeur
et al
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|
|
07-31-2019
|
Image Captioning with Unseen Objects
by
Berkan Demirel
et al
|
|
|
|
08-01-2019
|
Efficient Machine Learning for Large-Scale Urban
Land-Use Forecasting in Sub-Saharan Africa
by
Daniel Omeiza
|
|
|
|
07-30-2019
|
I-Keyboard: Fully Imaginary Keyboard on Touch Devices
Empowered by Deep Neural Decoder
by
Ue-Hwan Kim
et al
|
|
|
|
08-01-2019
|
Tree-Transformer: A Transformer-Based Method for
Correction of Tree-Structured Data
by
Jacob Harer
et al
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|
|
|
08-01-2019
|
Cascaded Context Pyramid for Full-Resolution 3D
Semantic Scene Completion
by
Pingping Zhang
et al
|
|
|
|
07-31-2019
|
Accelerating CNN Training by Sparsifying Activation
Gradients
by
Xucheng Ye
et al
|
|
|
|
07-30-2019
|
An Empirical Study of GraphQL Schemas
by
Erik Wittern
et al
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|
|
|
08-01-2019
|
A Survey on Deep Learning of Small Sample in Biomedical
Image Analysis
by
Pengyi Zhang
et al
|
|
|
|
08-01-2019
|
Featuring the topology with the unsupervised machine
learning
by
Kenji Fukushima
et al
|
|
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|
08-01-2019
|
InSituNet: Deep Image Synthesis for Parameter Space
Exploration of Ensemble Simulations
by
Wenbin He
et al
|
|
|
|
07-30-2019
|
Lifelong and Interactive Learning of Factual Knowledge
in Dialogues
by
Sahisnu Mazumder
et al
|
|
|
|
07-30-2019
|
Classification of Cognitive Load and Expertise for
Adaptive Simulation using Deep Multitask Learning
by
Pritam Sarkar
et al
|
|
|
|
08-01-2019
|
Dolphin: A Verbal Fluency Evaluation System for
Elementary Education
by
Zitao Liu
et al
|
|
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|
08-02-2019
|
Combining learned skills and reinforcement learning for
robotic manipulations
by
Robin Strudel
et al
|
|
|
|
08-02-2019
|
Deep ReLU network approximation of functions on a
manifold
by
Johannes Schmidt-Hieber
|
|
|
|
07-31-2019
|
OCT Fingerprints: Resilience to Presentation Attacks
by
Tarang Chugh
et al
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|
|
07-31-2019
|
DEDUCE: Diverse scEne Detection methods in Unseen
Challenging Environments
by
Anwesan Pal
et al
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|
|
07-30-2019
|
EMPNet: Neural Localisation and Mapping Using Embedded
Memory Points
by
Gil Avraham
et al
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|
08-01-2019
|
New Techniques for Graph Edit Distance Computation
by
David B. Blumenthal
|
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08-01-2019
|
MSnet: A BERT-based Network for Gendered Pronoun
Resolution
by
Zili Wang
|
|
|
|
07-31-2019
|
Scalable Place Recognition Under Appearance Change for
Autonomous Driving
by
Anh-Dzung Doan
et al
|
|
|
|
08-01-2019
|
GANs N Lungs: improving pneumonia prediction
by
Tatiana Malygina
et al
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08-01-2019
|
Cultural association based on machine learning for team
formation
by
Hrishikesh Kulkarni
et al
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|
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|
08-01-2019
|
Illusion of Causality in Visualized Data
by
Cindy Xiong
et al
|
|
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07-30-2019
|
Visual Entropy and the Visualization of Uncertainty
by
Nicolas S. Holliman
et al
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08-02-2019
|
Learning to Train with Synthetic Humans
by
David T. Hoffmann
et al
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08-01-2019
|
Two-Stream Video Classification with Cross-Modality
Attention
by
Lu Chi
et al
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08-01-2019
|
Quality Assessment of In-the-Wild Videos
by
Dingquan Li
et al
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08-01-2019
|
Visual Place Recognition for Aerial Robotics: Exploring
Accuracy-Computation Trade-off for Local Image
Descriptors
by
Bruno Ferrarini
et al
|
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07-30-2019
|
Temporal coding in spiking neural networks with alpha
synaptic function
by
Iulia M. Comsa
et al
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08-01-2019
|
Updating Variational Bayes: Fast sequential posterior
inference
by
Nathaniel Tomasetti
et al
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08-02-2019
|
A Visual Technique to Analyze Flow of Information in a
Machine Learning System
by
Abon Chaudhuri
|
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08-01-2019
|
Learning to Adapt Invariance in Memory for Person
Re-identification
by
Zhun Zhong
et al
|
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07-31-2019
|
MetricsVis: A Visual Analytics System for Evaluating
Employee Performance in Public Safety Agencies
by
Jieqiong Zhao
et al
|
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|
07-31-2019
|
Uncertainty Quantification in Deep Learning for Safer
Neuroimage Enhancement
by
Ryutaro Tanno
et al
|
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07-31-2019
|
Deep Sensor Fusion for Real-Time Odometry Estimation
by
Michelle Valente
et al
|
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08-02-2019
|
Learning Variations in Human Motion via Mix-and-Match
Perturbation
by
Mohammad Sadegh Aliakbarian
et al
|
|
|
|
07-31-2019
|
3D Virtual Garment Modeling from RGB Images
by
Yi Xu
et al
|
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07-31-2019
|
Few-Shot Meta-Denoising
by
Leslie Casas
et al
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07-31-2019
|
Learning When to Drive in Intersections by Combining
Reinforcement Learning and Model Predictive Control
by
Tommy Tram
et al
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|
|
07-31-2019
|
Augmenting Music Sheets with Harmonic Fingerprints
by
Matthias Miller
et al
|
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|
08-01-2019
|
Contrastive Reasons Detection and Clustering from
Online Polarized Debate
by
Amine Trabelsi
et al
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08-02-2019
|
AutoML: A Survey of the State-of-the-Art
by
Xin He
et al
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07-31-2019
|
Simultaneous Iris and Periocular Region Detection Using
Coarse Annotations
by
Diego R. Lucio
et al
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|
|
|
08-01-2019
|
JUCBNMT at WMT2018 News Translation Task: Character
Based Neural Machine Translation of Finnish to English
by
Sainik Kumar Mahata
et al
|
|
|
|
07-30-2019
|
Influence Maximization with Few Simulations
by
Gal Sadeh
et al
|
|
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|
07-31-2019
|
Evolutionary Dataset Optimisation: learning algorithm
quality through evolution
by
Henry Wilde
et al
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08-02-2019
|
Efficient computation of counterfactual explanations of
LVQ models
by
André Artelt
et al
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|
07-31-2019
|
Topological Machine Learning with Persistence Indicator
Functions
by
Bastian Rieck
et al
|
|
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08-02-2019
|
Distilling Knowledge From a Deep Pose Regressor Network
by
Muhamad Risqi U. Saputra
et al
|
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|
07-30-2019
|
Distributed Streaming Analytics on Large-scale
Oceanographic Data using Apache Spark
by
Janak Dahal
et al
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|
|
|
07-30-2019
|
Approximation Capabilities of Neural Ordinary
Differential Equations
by
Han Zhang
et al
|
|
|
|
08-01-2019
|
Optimality and Approximation with Policy Gradient
Methods in Markov Decision Processes
by
Alekh Agarwal
et al
|
|
|
|
07-31-2019
|
Adversarial Robustness Curves
by
Christina Göpfert
et al
|
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|
|
07-30-2019
|
2D and 3D Segmentation of uncertain local collagen
fiber orientations in SHG microscopy
by
Lars Schmarje
et al
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|
|
07-30-2019
|
Clash of the Trackers: Measuring the Evolution of the
Online Tracking Ecosystem
by
Konstantinos Solomos
et al
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|
|
|
07-30-2019
|
Temporal Attentive Alignment for Large-Scale Video
Domain Adaptation
by
Min-Hung Chen
et al
|
|
|
|
07-30-2019
|
The Best of Both Modes: Separately Leveraging RGB and
Depth for Unseen Object Instance Segmentation
by
Christopher Xie
et al
|
|
|
|
08-01-2019
|
A Framework for Depth Estimation and Relative
Localization of Ground Robots using Computer Vision
by
Romulo T. Rodrigues
et al
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|
|
07-31-2019
|
A Structural Average of Labeled Merge Trees for
Uncertainty Visualization
by
Lin Yan
et al
|
|
|
|
08-02-2019
|
High-Level Control of Drum Track Generation Using
Learned Patterns of Rhythmic Interaction
by
Stefan Lattner
et al
|
|
|
|
07-30-2019
|
Deep Retrieval-Based Dialogue Systems: A Short Review
by
Basma El Amel Boussaha
et al
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|
|
|
07-30-2019
|
Abstractive Document Summarization without Parallel
Data
by
Nikola I. Nikolov
et al
|
|
|
|
07-30-2019
|
Joint Group Feature Selection and Discriminative Filter
Learning for Robust Visual Object Tracking
by
Tianyang Xu
et al
|
|
|
|
08-01-2019
|
Estimating the Standard Error of Cross-Validation-Based
Estimators of Classification Rules Performance
by
Waleed A. Yousef
|
|
|
|
08-01-2019
|
Physical Cue based Depth-Sensing by Color Coding with
Deaberration Network
by
Nao Mishima
et al
|
|
|
|
07-30-2019
|
Robust Autocalibrated Structured Low-Rank EPI Ghost
Correction
by
Rodrigo A. Lobos
et al
|
|
|
|
08-01-2019
|
Learning Densities in Feature Space for Reliable
Segmentation of Indoor Scenes
by
Nicolas Marchal
et al
|
|
|
|
08-02-2019
|
Detection of Accounting Anomalies in the Latent Space
using Adversarial Autoencoder Neural Networks
by
Marco Schreyer
et al
|
|
|
|
07-30-2019
|
Grid Saliency for Context Explanations of Semantic
Segmentation
by
Lukas Hoyer
et al
|
|
|
|
07-31-2019
|
Hateful People or Hateful Bots? Detection and
Characterization of Bots Spreading Religious Hatred in
Arabic Social Media
by
Nuha Albadi
et al
|
|
|
|
08-01-2019
|
Falls Prediction Based on Body Keypoints and Seq2Seq
Architecture
by
Minjie Hua
et al
|
|
|
|
07-30-2019
|
Deep Learning Training on the Edge with Low-Precision
Posits
by
Hamed F. Langroudi
et al
|
|
|
|
07-31-2019
|
Dressing 3D Humans using a Conditional Mesh-VAE-GAN
by
Qianli Ma
et al
|
|
|
|
08-02-2019
|
AdvGAN++ : Harnessing latent layers for adversary
generation
by
Puneet Mangla
et al
|
|
|
|
07-31-2019
|
How Good is SGD with Random Shuffling?
by
Itay Safran
et al
|
|
|
|
07-30-2019
|
Blockguard: Adaptive Blockchain Security
by
Shishir Rai
et al
|
|
|
|
07-30-2019
|
Deblurring Face Images using Uncertainty Guided
Multi-Stream Semantic Networks
by
Rajeev Yasarla
et al
|
|
|
|
07-30-2019
|
Increasing Shape Bias in ImageNet-Trained Networks
Using Transfer Learning and Domain-Adversarial Methods
by
Francis Brochu
|
|
|
|
07-30-2019
|
Soccer Team Vectors
by
Robert Müller
et al
|
|
|
|
08-01-2019
|
Central Similarity Hashing via Hadamard matrix
by
Li Yuan
et al
|
|
|
|
07-31-2019
|
Learning-Aided Physical Layer Attacks Against
Multicarrier Communications in IoT
by
Alireza Nooraiepour
et al
|
|
|
|
07-31-2019
|
Unsupervised Domain Adaptation via Disentangled
Representations: Application to Cross-Modality Liver
Segmentation
by
Junlin Yang
et al
|
|
|
|
07-31-2019
|
Solving a Flowshop Scheduling Problem with Answer Set
Programming: Exploiting the Problem to Reduce the
Number of Combinations
by
Carmen Leticia García-Mata
et al
|
|
|
|
08-01-2019
|
Slope-Dependent Rendering of Parallel Coordinates to
Reduce Density Distortion and Ghost Clusters
by
David Pomerenke
et al
|
|
|
|
07-31-2019
|
Inverse Reinforcement Learning with Multiple Ranked
Experts
by
Pablo Samuel Castro
et al
|
|
|
|
08-01-2019
|
GLU3.0: Fast GPU-based Parallel Sparse LU Factorization
for Circuit Simulation
by
Shaoyi Peng
et al
|
|
|
|
07-30-2019
|
Climate-driven statistical models as effective
predictors of local dengue incidence in Costa Rica: A
Generalized Additive Model and Random Forest approach
by
Paola Vásquez
et al
|
|
|
|
07-30-2019
|
Iterative Budgeted Exponential Search
by
Malte Helmert
et al
|
|
|
|
07-31-2019
|
Simple Unsupervised Summarization by Contextual
Matching
by
Jiawei Zhou
et al
|
|
|
|
08-01-2019
|
Deep Optics for Single-shot High-dynamic-range Imaging
by
Christopher A. Metzler
et al
|
|
|
|
08-01-2019
|
Auditing News Curation Systems: A Case Study Examining
Algorithmic and Editorial Logic in Apple News
by
Jack Bandy
et al
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|
|
|
08-01-2019
|
OntoPlot: A Novel Visualisation for Non-hierarchical
Associations in Large Ontologies
by
Ying Yang
et al
|
|
|
|
07-30-2019
|
Degeneracy in Self-Calibration Revisited and a Deep
Learning Solution for Uncalibrated SLAM
by
Bingbing Zhuang
et al
|
|
|
|
08-02-2019
|
Deep learning languages: a key fundamental shift from
probabilities to weights?
by
François Coste
|
|
|
|
08-02-2019
|
Towards Learning How to Properly Play UNO with the iCub
Robot
by
Pablo Barros
et al
|
|
|
|
07-30-2019
|
Propose-and-Attend Single Shot Detector
by
Ho-Deok Jang
et al
|
|
|
|
07-31-2019
|
Single-Shot High Dynamic Range Imaging with Spatially
Varying Exposures Considering Hue Distortion
by
Chihiro Go
et al
|
|
|
|
07-30-2019
|
Reward Learning for Efficient Reinforcement Learning in
Extractive Document Summarisation
by
Yang Gao
et al
|
|
|
|
07-31-2019
|
Data Changes Everything: Challenges and Opportunities
in Data Visualization Design Handoff
by
Jagoda Walny
et al
|
|
|
|
07-31-2019
|
The Constrained Round Robin Algorithm for Fair and
Efficient Allocation
by
Haris Aziz
et al
|
|
|
|
07-31-2019
|
On the difficulty of learning and predicting the
long-term dynamics of bouncing objects
by
Alberto Cenzato
et al
|
|
|
|
08-01-2019
|
DIODE: A Dense Indoor and Outdoor DEpth Dataset
by
Igor Vasiljevic
et al
|
|
|
|
07-30-2019
|
Kernels on fuzzy sets: an overview
by
Jorge Guevara
et al
|
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|
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08-01-2019
|
Evaluating Perceptual Bias During Geometric Scaling of
Scatterplots
by
Yating Wei
et al
|
|
|
|
07-30-2019
|
Learning over inherently distributed data
by
Donghui Yan
et al
|
|
|
|
08-01-2019
|
Cross-domain Network Representations
by
Shan Xue
et al
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07-31-2019
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Extracting and Analyzing Context Information in
User-Support Conversations on Twitter
by
Daniel Martens
et al
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07-30-2019
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PointHop: An Explainable Machine Learning Method for
Point Cloud Classification
by
Min Zhang
et al
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07-30-2019
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Temporal Localization of Moments in Video Collections
with Natural Language
by
Victor Escorcia
et al
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07-31-2019
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Incremental Learning Techniques for Semantic
Segmentation
by
Umberto Michieli
et al
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07-31-2019
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Local Interpretation Methods to Machine Learning Using
the Domain of the Feature Space
by
Tiago Botari
et al
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08-01-2019
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Outstanding: A Multi-Perspective Travel Approach for
Virtual Reality Games
by
Sebastian Cmentowski
et al
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07-31-2019
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Neural networks-based backward scheme for fully
nonlinear PDEs
by
Huyen Pham
et al
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08-01-2019
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Improving localization-based approaches for breast
cancer screening exam classification
by
Thibault Févry
et al
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08-01-2019
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Clinical acceptance of software based on artificial
intelligence technologies (radiology)
by
S. P. Morozov
et al
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08-01-2019
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StructureNet: Hierarchical Graph Networks for 3D Shape
Generation
by
Kaichun Mo
et al
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08-01-2019
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POINTS -- Playful objects for inclusive, personalized
movement games
by
Georg Regal
et al
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07-31-2019
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Graph Space Embedding
by
João Pereira
et al
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