2019.06.09 CS papers

 

06-06-2019

Visualizing and Measuring the Geometry of BERT
by Andy Coenen et al

06-04-2019

MelNet: A Generative Model for Audio in the Frequency Domain
by Sean Vasquez et al

06-06-2019

Does Object Recognition Work for Everyone?
by Terrance DeVries et al

06-06-2019

Mesh R-CNN
by Georgia Gkioxari et al

06-06-2019

Practical Deep Learning with Bayesian Principles
by Kazuki Osawa et al

06-06-2019

DeepMDP: Learning Continuous Latent Space Models for Representation Learning
by Carles Gelada et al

06-05-2019

Energy and Policy Considerations for Deep Learning in NLP
by Emma Strubell et al

06-05-2019

Butterfly Transform: An Efficient FFT Based Neural Architecture Design
by Keivan Alizadeh et al

06-07-2019

Selfie: Self-supervised Pretraining for Image Embedding
by Trieu H. Trinh et al

06-06-2019

Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation
by Raphael Gontijo Lopes et al

06-05-2019

Finding Friend and Foe in Multi-Agent Games
by Jack Serrino et al

06-05-2019

Automated Speech Generation from UN General Assembly Statements: Mapping Risks in AI Generated Texts
by Joseph Bullock et al

06-04-2019

Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations
by Vincent Sitzmann et al

06-04-2019

Off-Policy Evaluation via Off-Policy Classification
by Alex Irpan et al

06-05-2019

Approximate Inference Turns Deep Networks into Gaussian Processes
by Mohammad Emtiyaz Khan et al

06-05-2019

Adapting Neural Networks for the Estimation of Treatment Effects
by Claudia Shi et al

06-06-2019

Residual Flows for Invertible Generative Modeling
by Ricky T. Q. Chen et al

06-06-2019

Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading
by Lianhui Qin et al

06-04-2019

Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision
by Fredrik K. Gustafsson et al

06-04-2019

Open Sesame: Getting Inside BERTs Linguistic Knowledge
by Yongjie Lin et al

06-05-2019

Automated Machine Learning: State-of-The-Art and Open Challenges
by Radwa Elshawi et al

06-05-2019

Variational Pretraining for Semi-supervised Text Classification
by Suchin Gururangan et al

06-05-2019

Explain Yourself! Leveraging Language Models for Commonsense Reasoning
by Nazneen Fatema Rajani et al

06-06-2019

How to make a pizza: Learning a compositional layer-based GAN model
by Dim P. Papadopoulos et al

06-04-2019

Optimal Unsupervised Domain Translation
by Emmanuel de Bézenac et al

06-05-2019

Complex Evolution Recurrent Neural Networks (ceRNNs)
by Izhak Shafran et al

06-07-2019

Data-to-text Generation with Entity Modeling
by Ratish Puduppully et al

06-05-2019

Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise
by Xuanqing Liu et al

06-06-2019

An Introduction to Variational Autoencoders
by Diederik P. Kingma et al

06-04-2019

On the Realization of Compositionality in Neural Networks
by Joris Baan et al

06-04-2019

Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
by Chinnadhurai Sankar et al

06-04-2019

Text-based Editing of Talking-head Video
by Ohad Fried et al

06-04-2019

The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error Correction
by Dimitrios Alikaniotis et al

06-04-2019

4-D Scene Alignment in Surveillance Video
by Robert Wagner et al

06-04-2019

Raising the Performance of the Tinker-HP Molecular Modeling Package on Intels HPC Architectures: a Living Review [Article v1.0]
by Luc-Henri Jolly et al

06-04-2019

PI-Net: A Deep Learning Approach to Extract Topological Persistence Images
by Anirudh Som et al

06-06-2019

Uncertainty-guided Continual Learning with Bayesian Neural Networks
by Sayna Ebrahimi et al

06-06-2019

Salient Building Outline Enhancement and Extraction Using Iterative L0 Smoothing and Line Enhancing
by Cho-Ying Wu et al

06-06-2019

The route to chaos in routing games: Population increase drives period-doubling instability, chaos & inefficiency with Price of Anarchy equal to one
by Thiparat Chotibut et al

06-05-2019

SparseSense: Human Activity Recognition from Highly Sparse Sensor Data-streams Using Set-based Neural Networks
by Alireza Abedin et al

06-05-2019

Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels
by Martin Zlocha et al

06-04-2019

BayesSim: adaptive domain randomization via probabilistic inference for robotics simulators
by Fabio Ramos et al

06-05-2019

Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders
by Agostina J. Larrazabal et al

06-05-2019

Ease-of-Teaching and Language Structure from Emergent Communication
by Fushan Li et al

06-06-2019

Extreme Points Derived Confidence Map as a Cue For Class-Agnostic Segmentation Using Deep Neural Network
by Shadab Khan et al

06-04-2019

Blackbox meets blackbox: Representational Similarity and Stability Analysis of Neural Language Models and Brains
by Samira Abnar et al

06-05-2019

Multi-view Knowledge Graph Embedding for Entity Alignment
by Qingheng Zhang et al

06-05-2019

An Imitation Learning Approach to Unsupervised Parsing
by Bowen Li et al

06-04-2019

Generative Adversarial Networks: A Survey and Taxonomy
by Zhengwei Wang et al

06-04-2019

Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis
by Jialong Tang et al

06-05-2019

Quantum Algorithms for Solving Dynamic Programming Problems
by Pooya Ronagh

06-06-2019

Scaling Autoregressive Video Models
by Dirk Weissenborn et al

06-04-2019

Boosting Entity Linking Performance by Leveraging Unlabeled Documents
by Phong Le et al

06-05-2019

OutdoorSent: Can Semantic Features Help Deep Learning in Sentiment Analysis of Outdoor Images?
by Wyverson B. de Oliveira et al

06-05-2019

Query-efficient Meta Attack to Deep Neural Networks
by Jiawei Du et al

06-05-2019

Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation
by Fabian Balsiger et al

06-05-2019

SParC: Cross-Domain Semantic Parsing in Context
by Tao Yu et al

06-04-2019

Training Neural Response Selection for Task-Oriented Dialogue Systems
by Matthew Henderson et al

06-04-2019

Two-Stream Region Convolutional 3D Network for Temporal Activity Detection
by Huijuan Xu et al

06-06-2019

Unsupervised Pivot Translation for Distant Languages
by Yichong Leng et al

06-04-2019

Transcoding compositionally: using attention to find more generalizable solutions
by Kris Korrel et al

06-04-2019

Evaluation of an AI system for the automated detection of glaucoma from stereoscopic optic disc photographs: the European Optic Disc Assessment Study
by Thomas W. Rogers et al

06-05-2019

MNIST-C: A Robustness Benchmark for Computer Vision
by Norman Mu et al

06-04-2019

Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction
by Haofu Liao et al

06-05-2019

Adaptation Across Extreme Variations using Unlabeled Domain Bridges
by Shuyang Dai et al

06-05-2019

Exploration with Unreliable Intrinsic Reward in Multi-Agent Reinforcement Learning
by Wendelin Böhmer et al

06-06-2019

Contextual Relabelling of Detected Objects
by Faisal Alamri et al

06-04-2019

Photo-Geometric Autoencoding to Learn 3D Objects from Unlabelled Images
by Shangzhe Wu et al

06-04-2019

A Just and Comprehensive Strategy for Using NLP to Address Online Abuse
by David Jurgens et al

06-06-2019

Removing Rain in Videos: A Large-scale Database and A Two-stream ConvLSTM Approach
by Tie Liu et al

06-04-2019

Relational Word Embeddings
by Jose Camacho-Collados et al

06-05-2019

Omnidirectional Scene Text Detection with Sequential-free Box Discretization
by Yuliang Liu et al

06-06-2019

An Extensible Interactive Interface for Agent Design
by Matthew Rahtz et al

06-05-2019

Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior
by Feng Liu et al

06-07-2019

AutoGrow: Automatic Layer Growing in Deep Convolutional Networks
by Wei Wen et al

06-04-2019

Example-Guided Style Consistent Image Synthesis from Semantic Labeling
by Miao Wang et al

06-05-2019

Fair Distributions from Biased Samples: A Maximum Entropy Optimization Framework
by L. Elisa Celis et al

06-04-2019

Are Girls Neko or Sh\=ojo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization
by Mozhi Zhang et al

06-05-2019

Blockwise Based Detection of Local Defects
by Xiaoyu Xiang et al

06-06-2019

Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains
by Claudia Schulz et al

06-04-2019

Bayesian Active Learning With Abstention Feedbacks
by Cuong V. Nguyen et al

06-05-2019

Training Temporal Word Embeddings with a Compass
by Valerio Di Carlo et al

06-05-2019

David and Goliath: Privacy Lobbying in the European Union
by Jukka Ruohonen

06-05-2019

Teaching AI to Explain its Decisions Using Embeddings and Multi-Task Learning
by Noel C. F. Codella et al

06-05-2019

Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian
by Cong Ye et al

06-05-2019

Progressive-X: Efficient, Anytime, Multi-Model Fitting Algorithm
by Daniel Barath et al

06-06-2019

How a Single Paper Affects the Impact Factor: Implications for Scholarly Publishing
by Manolis Antonoyiannakis

06-06-2019

Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models
by Alexander Terenin et al

06-06-2019

STN-Homography: estimate homography parameters directly
by Qiang Zhou et al

06-04-2019

How multilingual is Multilingual BERT?
by Telmo Pires et al

06-04-2019

Selective Style Transfer for Text
by Raul Gomez et al

06-06-2019

Bridging the Gap between Training and Inference for Neural Machine Translation
by Wen Zhang et al

06-06-2019

One-shot Information Extraction from Document Images using Neuro-Deductive Program Synthesis
by Vishal Sunder et al

06-06-2019

Covariance in Physics and Convolutional Neural Networks
by Miranda C. N. Cheng et al

06-05-2019

Towards Business Partnership Recommendation Using User Opinion on Facebook
by Diego P. Tsutsumi et al

06-05-2019

Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings
by Vihari Piratla et al

06-04-2019

What do AI algorithms actually learn? - On false structures in deep learning
by Laura Thesing et al

06-05-2019

Progressive NAPSAC: sampling from gradually growing neighborhoods
by Daniel Barath et al

06-05-2019

Continuous Control for Automated Lane Change Behavior Based on Deep Deterministic Policy Gradient Algorithm
by Pin Wang et al

06-06-2019

Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation
by Vinicius Ribeiro et al

06-06-2019

Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild
by Abubakar Abid et al

06-06-2019

Cross-Modal Interaction Networks for Query-Based Moment Retrieval in Videos
by Zhu Zhang et al

06-06-2019

Can You Trust Your Models Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift
by Yaniv Ovadia et al

06-05-2019

How to Initialize your Network? Robust Initialization for WeightNorm & ResNets
by Devansh Arpit et al

06-05-2019

Context-Aware Visual Policy Network for Fine-Grained Image Captioning
by Zheng-Jun Zha et al

06-06-2019

Robust Neural Machine Translation with Doubly Adversarial Inputs
by Yong Cheng et al

06-06-2019

ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering
by Zhou Yu et al

06-04-2019

A Multi-Pass GAN for Fluid Flow Super-Resolution
by Maximilian Werhahn et al

06-05-2019

Gradient-Based Neural DAG Learning
by Sébastien Lachapelle et al

06-06-2019

Measuring the compositionality of noun-noun compounds over time
by Prajit Dhar et al

06-06-2019

Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in Video
by Zhenfang Chen et al

06-05-2019

An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentation
by Roger D. Soberanis-Mukul et al

06-05-2019

Efficient, Lexicon-Free OCR using Deep Learning
by Marcin Namysl et al

06-05-2019

Efficient Subsampled Gauss-Newton and Natural Gradient Methods for Training Neural Networks
by Yi Ren et al

06-05-2019

Data Sketching for Faster Training of Machine Learning Models
by Baharan Mirzasoleiman et al

06-05-2019

Extracting Symptoms and their Status from Clinical Conversations
by Nan Du et al

06-05-2019

Generative Model-Based Ischemic Stroke Lesion Segmentation
by Tao Song

06-06-2019

Clustered Reinforcement Learning
by Xiao Ma et al

06-06-2019

Anytime Lane-Level Intersection Estimation Based on Trajectories
by Annika Meyer et al

06-07-2019

Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach
by Ognjen Rudovic et al

06-05-2019

Lightweight Real-time Makeup Try-on in Mobile Browsers with Tiny CNN Models for Facial Tracking
by TianXing Li et al

06-05-2019

An Analysis of Emotion Communication Channels in Fan Fiction: Towards Emotional Storytelling
by Evgeny Kim et al

06-05-2019

General Purpose Incremental Covariance Update and Efficient Belief Space Planning via Factor-Graph Propagation Action Tree
by Dmitry Kopitkov et al

06-06-2019

Occluded Face Recognition Using Low-rank Regression with Generalized Gradient Direction
by Cho-Ying Wu et al

06-06-2019

Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections
by Junxian He et al

06-05-2019

A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity
by Yoshinari Fujinuma et al

06-05-2019

Neural Learning of Online Consumer Credit Risk
by Di Wang et al

06-06-2019

Cross-Lingual Training for Automatic Question Generation
by Vishwajeet Kumar et al

06-06-2019

Fine-Grained Entity Typing in Hyperbolic Space
by Federico López et al

06-04-2019

Reinforcement Learning When All Actions are Not Always Available
by Yash Chandak et al

06-05-2019

A Tunable Loss Function for Classification
by Tyler Sypherd et al

06-04-2019

TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks
by Guy Lev et al

06-06-2019

Hierarchical Bayesian myocardial perfusion quantification
by Cian M. Scannell et al

06-04-2019

The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue
by Janosch Haber et al

06-04-2019

One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor Segmentation
by Chenhong Zhou et al

06-04-2019

A deterministic algorithm for counting colorings with 2Δ2Δ colors
by Jingcheng Liu et al

06-04-2019

Are we there yet? Encoder-decoder neural networks as cognitive models of English past tense inflection
by Maria Corkery et al

06-06-2019

Generating Question-Answer Hierarchies
by Kalpesh Krishna et al

06-06-2019

Second-order Co-occurrence Sensitivity of Skip-Gram with Negative Sampling
by Dominik Schlechtweg et al

06-06-2019

GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling
by Yijin Liu et al

06-04-2019

A Strong and Robust Baseline for Text-Image Matching
by Fangyu Liu et al

06-05-2019

Enhancing Gradient-based Attacks with Symbolic Intervals
by Shiqi Wang et al

06-06-2019

Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View
by Yiping Lu et al

06-06-2019

Derivational Morphological Relations in Word Embeddings
by Tomáš Musil et al

06-06-2019

Ihara Zeta Entropy
by Supriyo Dutta et al

06-06-2019

3D-RelNet: Joint Object and Relational Network for 3D Prediction
by Nilesh Kulkarni et al

06-04-2019

Learning Deep Transformer Models for Machine Translation
by Qiang Wang et al

06-04-2019

Tracing Antisemitic Language Through Diachronic Embedding Projections: France 1789-1914
by Rocco Tripodi et al

06-06-2019

Worst-Case Regret Bounds for Exploration via Randomized Value Functions
by Daniel Russo

06-04-2019

SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference
by Martin Schmitt et al

06-05-2019

Deep Q-Learning for Directed Acyclic Graph Generation
by Laura D'Arcy et al

06-05-2019

A Deep Learning Framework for Classification of in vitro Multi-Electrode Array Recordings
by Yun Zhao et al

06-04-2019

Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change
by Haim Dubossarsky et al

06-04-2019

Learning dynamic polynomial proofs
by Alhussein Fawzi et al

06-04-2019

Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence Model
by Wei Li et al

06-05-2019

Large-Scale Multi-Label Text Classification on EU Legislation
by Ilias Chalkidis et al

06-04-2019

Sequential Neural Networks as Automata
by William Merrill

06-04-2019

Information Competing Process for Learning Diversified Representations
by Jie Hu et al

06-06-2019

Shift-of-Perspective Identification Within Legal Cases
by Gathika Ratnayaka et al

06-05-2019

Noise Contrastive Meta-Learning for Conditional Density Estimation using Kernel Mean Embeddings
by Jean-Francois Ton et al

06-04-2019

A Novel Hyperparameter-free Approach to Decision Tree Construction that Avoids Overfitting by Design
by Rafael Garcia Leiva et al

06-06-2019

Feature-level and Model-level Audiovisual Fusion for Emotion Recognition in the Wild
by Jie Cai et al

06-05-2019

Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation
by Masashi Yoshikawa et al

06-04-2019

Embedded hyper-parameter tuning by Simulated Annealing
by Matteo Fischetti et al

06-05-2019

Improved low-count quantitative PET reconstruction with a variational neural network
by Hongki Lim et al

06-04-2019

Global Optimality Guarantees For Policy Gradient Methods
by Jalaj Bhandari et al

06-05-2019

Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification, and Local Computations
by Debraj Basu et al

06-04-2019

Interpreted Execution of Business Process Models on Blockchain
by Orlenys López-Pintado et al

06-06-2019

FSPool: Learning Set Representations with Featurewise Sort Pooling
by Yan Zhang et al

06-04-2019

Scalable Spatial Scan Statistics for Trajectories
by Michael Matheny et al

06-04-2019

Task-Guided Pair Embedding in Heterogeneous Network
by Chanyoung Park et al

06-06-2019

Localizing Catastrophic Forgetting in Neural Networks
by Felix Wiewel et al

06-05-2019

Single-Camera Basketball Tracker through Pose and Semantic Feature Fusion
by Adrià Arbués-Sangüesa et al

06-06-2019

Improving Exploration in Soft-Actor-Critic with Normalizing Flows Policies
by Patrick Nadeem Ward et al

06-05-2019

Baby steps towards few-shot learning with multiple semantics
by Eli Schwartz et al

06-04-2019

Finding Syntactic Representations in Neural Stacks
by William Merrill et al

06-04-2019

Geo-Aware Networks for Fine Grained Recognition
by Grace Chu et al

06-06-2019

Adaptive Gradient-Based Meta-Learning Methods
by Mikhail Khodak et al

06-04-2019

Options as responses: Grounding behavioural hierarchies in multi-agent RL
by Alexander Sasha Vezhnevets et al

06-05-2019

Deep learning based unsupervised concept unification in the embedding space
by Luka Nenadović et al

06-05-2019

Learning Bilingual Sentence Embeddings via Autoencoding and Computing Similarities with a Multilayer Perceptron
by Yunsu Kim et al

06-04-2019

HighRES: Highlight-based Reference-less Evaluation of Summarization
by Hardy et al

06-04-2019

Disentangling neural mechanisms for perceptual grouping
by Junkyung Kim et al

06-04-2019

Lifelong Learning with a Changing Action Set
by Yash Chandak et al

06-05-2019

Risk-Sensitive Compact Decision Trees for Autonomous Execution in Presence of Simulated Market Response
by Svitlana Vyetrenko et al

06-04-2019

A Study of Feature Extraction techniques for Sentiment Analysis
by Avinash Madasu et al

06-05-2019

Survey on Publicly Available Sinhala Natural Language Processing Tools and Research
by Nisansa de Silva

06-06-2019

Flexibly Fair Representation Learning by Disentanglement
by Elliot Creager et al

06-04-2019

Detecting Ghostwriters in High Schools
by Magnus Stavngaard et al

06-05-2019

Detecting Kissing Scenes in a Database of Hollywood Films
by Amir Ziai

06-04-2019

Learning to Explain: Answering Why-Questions via Rephrasing
by Allen Nie et al

06-07-2019

A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation
by Varun Khare et al

06-05-2019

Weakly Supervised Object Detection with 2D and 3D Regression Neural Networks
by Florian Dubost et al

06-04-2019

Visual Story Post-Editing
by Ting-Yao Hsu et al

06-04-2019

Autonomous Reinforcement Learning of Multiple Interrelated Tasks
by Vieri Giuliano Santucci et al

06-04-2019

On the computability properties of topological entropy: a general approach
by Silvere Gangloff et al

06-05-2019

Private Deep Learning with Teacher Ensembles
by Lichao Sun et al

06-05-2019

A neural network based policy iteration algorithm with global H2H2-superlinear convergence for stochastic games on domains
by Kazufumi Ito et al

06-04-2019

Adversarial Training Generalizes Data-dependent Spectral Norm Regularization
by Kevin Roth et al

06-05-2019

Highly Parallelized Data-driven MPC for Minimal Intervention Shared Control
by Alexander Broad et al

06-05-2019

Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)
by Santiago Castro et al

06-04-2019

Counting independent sets in unbalanced bipartite graphs
by Sarah Cannon et al

06-04-2019

Neuromorphic Architecture Optimization for Task-Specific Dynamic Learning
by Sandeep Madireddy et al

06-06-2019

Tensor Processing Units for Financial Monte Carlo
by Francois Belletti et al

06-04-2019

Transferable Neural Projection Representations
by Chinnadhurai Sankar et al

06-05-2019

Compact Approximation for Polynomial of Covariance Feature
by Yusuke Mukuta et al

06-05-2019

Variational Spectral Graph Convolutional Networks
by Louis Tiao et al

06-05-2019

Fair Near Neighbor Search: Independent Range Sampling in High Dimensions
by Martin Aumüller et al

06-06-2019

Risky Action Recognition in Lane Change Video Clips using Deep Spatiotemporal Networks with Segmentation Mask Transfer
by Ekim Yurtsever et al

06-06-2019

Does Generative Face Completion Help Face Recognition?
by Joe Mathai et al

06-05-2019

Dont Paint It Black: White-Box Explanations for Deep Learning in Computer Security
by Alexander Warnecke et al

06-04-2019

PCA-driven Hybrid network design for enabling Intelligence at the Edge
by Indranil Chakraborty et al

06-04-2019

Attributed Graph Clustering via Adaptive Graph Convolution
by Xiaotong Zhang et al

06-04-2019

Visual Diagnosis of Dermatological Disorders: Human and Machine Performance
by Jeremy Kawahara et al

06-06-2019

Non-uniqueness phenomenon of object representation in modelling IT cortex by deep convolutional neural network (DCNN)
by Qiulei Dong et al

06-06-2019

The Open Vault Challenge -- Learning how to build calibration-free interactive systems by cracking the code of a vault
by Jonathan Grizou

06-05-2019

OctopusNet: A Deep Learning Segmentation Network for Multi-modal Medical Images
by Yu Chen et al

06-06-2019

Gradual Machine Learning for Aspect-level Sentiment Analysis
by Yanyan Wang et al

06-06-2019

Towards Interpretable Reinforcement Learning Using Attention Augmented Agents
by Alex Mott et al

06-05-2019

Farm land weed detection with region-based deep convolutional neural networks
by Mohammad Ibrahim Sarker et al

06-04-2019

An Introduction to Deep Morphological Networks
by Keiller Nogueira et al

06-04-2019

Bialgebraic Semantics for String Diagrams
by Filippo Bonchi et al

06-04-2019

Vision-Based Autonomous UAV Navigation and Landing for Urban Search and Rescue
by Mayank Mittal et al

06-04-2019

Visual Tree Convolutional Neural Network in Image Classification
by Yuntao Liu et al

06-05-2019

A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging
by Fei Gao et al

06-04-2019

DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
by Huaishao Luo et al

06-05-2019

Investigating the Lombard Effect Influence on End-to-End Audio-Visual Speech Recognition
by Pingchuan Ma et al

06-04-2019

Face Parsing with RoI Tanh-Warping
by Jinpeng Lin et al

06-05-2019

Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
by Sitao Luan et al

06-04-2019

Evaluating Discourse in Structured Text Representations
by Elisa Ferracane et al

06-05-2019

AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation
by Pierrick Coupé et al

06-05-2019

Improving Textual Network Embedding with Global Attention via Optimal Transport
by Liqun Chen et al

06-06-2019

Deep Spherical Quantization for Image Search
by Sepehr Eghbali et al

06-06-2019

Machine Learning and Visualization in Clinical Decision Support: Current State and Future Directions
by Gal Levy-Fix et al

06-04-2019

Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs
by Deepak Nathani et al

06-04-2019

Learning Rotation Adaptive Correlation Filters in Robust Visual Object Tracking
by Litu Rout et al

06-06-2019

Near Neighbor: Who is the Fairest of Them All?
by Sariel Har-Peled et al

06-06-2019

A novel approach to model exploration for value function learning
by Zlatan Ajanovic et al

06-07-2019

Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images
by Yizhe Zhang et al

06-04-2019

Content Adaptive Optimization for Neural Image Compression
by Joaquim Campos et al

06-04-2019

An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem
by Chaitanya K. Joshi et al

06-06-2019

Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP
by Haonan Yu et al

06-06-2019

Unsupervised Co-Learning on GG-Manifolds Across Irreducible Representations
by Yifeng Fan et al

06-04-2019

Natural Vocabulary Emerges from Free-Form Annotations
by Jordi Pont-Tuset et al

06-04-2019

In-memory hyperdimensional computing
by Geethan Karunaratne et al

06-04-2019

Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model
by Alexander R. Fabbri et al

06-07-2019

DeepBundle: Fiber Bundle Parcellation with Graph Convolution Neural Networks
by Feihong Liu et al

06-05-2019

Efficient Codebook and Factorization for Second Order Representation Learning
by Pierre Jacob et al

06-05-2019

A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer
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06-04-2019

Learning to Compose and Reason with Language Tree Structures for Visual Grounding
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06-05-2019

Discriminative Few-Shot Learning Based on Directional Statistics
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06-06-2019

Intention-aware Long Horizon Trajectory Prediction of Surrounding Vehicles using Dual LSTM Networks
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06-05-2019

pCAMP: Performance Comparison of Machine Learning Packages on the Edges
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06-06-2019

Symbol Message Passing Decoding of Nonbinary Low-Density Parity-Check Codes
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06-05-2019

A systematic framework for natural perturbations from videos
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06-05-2019

ASP-based Discovery of Semi-Markovian Causal Models under Weaker Assumptions
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06-05-2019

A General O(n2)O(n2) Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM
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06-04-2019

KERMIT: Generative Insertion-Based Modeling for Sequences
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06-07-2019

Ego-Pose Estimation and Forecasting as Real-Time PD Control
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06-05-2019

Building a Computer Mahjong Player via Deep Convolutional Neural Networks
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06-06-2019

Deep Semi-Supervised Anomaly Detection
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06-06-2019

Compressing RNNs for IoT devices by 15-38x using Kronecker Products
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06-04-2019

Unsupervised Emergence of Egocentric Spatial Structure from Sensorimotor Prediction
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06-06-2019

Amortized Inference of Variational Bounds for Learning Noisy-OR
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06-04-2019

Stochastic Gradients for Large-Scale Tensor Decomposition
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06-04-2019

Universal Boosting Variational Inference
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06-04-2019

Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition
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06-04-2019

The Extended Dawid-Skene Model: Fusing Information from Multiple Data Schemas
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06-06-2019

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06-04-2019

Optimal coding and the origins of Zipfian laws
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06-06-2019

Learning in Gated Neural Networks
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06-05-2019

Combining crowd-sourcing and deep learning to understand meso-scale organization of shallow convection
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06-04-2019

Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation
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06-06-2019

Figure Captioning with Reasoning and Sequence-Level Training
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06-06-2019

A Look at the Effect of Sample Design on Generalization through the Lens of Spectral Analysis
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06-04-2019

KarNet: An Efficient Boolean Function Simplifier
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06-04-2019

End-to-End Learning of Geometric Deformations of Feature Maps for Virtual Try-On
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06-05-2019

Nail Polish Try-On: Realtime Semantic Segmentation of Small Objects for Native and Browser Smartphone AR Applications
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06-04-2019

How Large Are Lions? Inducing Distributions over Quantitative Attributes
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06-04-2019

Shellings from relative shellings, with an application to NP-completeness
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06-05-2019

DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification
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06-04-2019

PAC-GAN: An Effective Pose Augmentation Scheme for Unsupervised Cross-View Person Re-identification
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06-04-2019

Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks
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06-04-2019

Assessing the Robustness of Bayesian Dark Knowledge to Posterior Uncertainty
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06-07-2019

Zooming Cautiously: Linear-Memory Heuristic Search With Node Expansion Guarantees
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06-05-2019

Can Graph Neural Networks Help Logic Reasoning?
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06-04-2019

Color Constancy Convolutional Autoencoder
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06-05-2019

GRAM: Scalable Generative Models for Graphs with Graph Attention Mechanism
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06-05-2019

Invariant Tensor Feature Coding
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06-06-2019

A Blockchain-Based Architecture for Traffic Signal Control Systems
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06-06-2019

When Does Label Smoothing Help?
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06-04-2019

Collaborative Translational Metric Learning
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06-04-2019

State-aware Re-identification Feature for Multi-target Multi-camera Tracking
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06-06-2019

Combining Reinforcement Learning and Configuration Checking for Maximum k-plex Problem
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06-06-2019

StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks
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06-04-2019

Active Object Manipulation Facilitates Visual Object Learning: An Egocentric Vision Study
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06-06-2019

Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions
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06-07-2019

Shared-Private Bilingual Word Embeddings for Neural Machine Translation
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06-04-2019

Triangulation Learning Network: from Monocular to Stereo 3D Object Detection
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06-04-2019

Dilated Convolution with Dilated GRU for Music Source Separation
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06-04-2019

Learning Transferable Cooperative Behavior in Multi-Agent Teams
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06-07-2019

Reinforcement Learning under Drift
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06-07-2019

The Normalization Method for Alleviating Pathological Sharpness in Wide Neural Networks
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06-07-2019

Transfer Learning for Nonparametric Classification: Minimax Rate and Adaptive Classifier
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06-07-2019

Compositional Questions Do Not Necessitate Multi-hop Reasoning
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06-06-2019

A Non-Asymptotic Analysis of Network Independence for Distributed Stochastic Gradient Descent
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06-05-2019

Human Activity Recognition with Convolutional Neural Netowrks
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06-04-2019

Fr\echet random forests
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06-04-2019

Robust exploration in linear quadratic reinforcement learning
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06-04-2019

Towards Lossless Encoding of Sentences
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06-04-2019

The Intrinsic Robustness of Stochastic Bandits to Strategic Manipulation
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06-06-2019

On the Effectiveness of Laser Speckle Contrast Imaging and Deep Neural Networks for Detecting Known and Unknown Fingerprint Presentation Attacks
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06-05-2019

Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization
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06-04-2019

Automatic Health Problem Detection from Gait Videos Using Deep Neural Networks
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06-06-2019

V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation
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06-06-2019

Robust Attacks against Multiple Classifiers
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06-05-2019

Risks from Learned Optimization in Advanced Machine Learning Systems
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06-05-2019

CCMI : Classifier based Conditional Mutual Information Estimation
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06-05-2019

Terminology-based Text Embedding for Computing Document Similarities on Technical Content
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06-07-2019

Fighting Quantization Bias With Bias
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06-04-2019

Nemesyst: A Hybrid Parallelism Deep Learning-Based Framework Applied for Internet of Things Enabled Food Retailing Refrigeration Systems
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06-06-2019

Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation
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06-06-2019

Evolution of Hierarchical Structure & Reuse in iGEM Synthetic DNA Sequences
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06-07-2019

Visually Grounded Neural Syntax Acquisition
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06-07-2019

Matching the Blanks: Distributional Similarity for Relation Learning
by Livio Baldini Soares et al

06-06-2019

Bad Global Minima Exist and SGD Can Reach Them
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06-04-2019

Semi- and Weakly-supervised Human Pose Estimation
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06-05-2019

Artificial Intelligence in Clinical Health Care Applications: Viewpoint
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06-04-2019

Posterior Variance Analysis of Gaussian Processes with Application to Average Learning Curves
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06-07-2019

Reliable Classification Explanations via Adversarial Attacks on Robust Networks
by Walt Woods et al

06-06-2019

Attention is all you need for Videos: Self-attention based Video Summarization using Universal Transformers
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06-04-2019

Toward Building Conversational Recommender Systems: A Contextual Bandit Approach
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06-04-2019

Post-editing Productivity with Neural Machine Translation: An Empirical Assessment of Speed and Quality in the Banking and Finance Domain
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06-04-2019

A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers
by Rafael Gomes Mantovani et al

06-04-2019

An interpretable machine learning framework for modelling human decision behavior
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06-07-2019

Rectifying Classifier Chains for Multi-Label Classification
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06-07-2019

Multi-hop Reading Comprehension through Question Decomposition and Rescoring
by Sewon Min et al

06-07-2019

Conditional Neural Style Transfer with Peer-Regularized Feature Transform
by Jan Svoboda et al

06-07-2019

Resampling-based Assessment of Robustness to Distribution Shift for Deep Neural Networks
by Xudong Sun et al

06-07-2019

Relaxed Weight Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series
by Jeeheh Oh et al

06-04-2019

Learning Deep Image Priors for Blind Image Denoising
by Xianxu Hou et al

06-07-2019

Early detection of sepsis utilizing deep learning on electronic health record event sequences
by Simon Meyer Lauritsen et al

06-04-2019

Graduated Optimization of Black-Box Functions
by Weijia Shao et al

06-06-2019

Combining Generative and Discriminative Models for Hybrid Inference
by Victor Garcia Satorras et al

06-06-2019

Learning Gaussian Graphical Models with Ordered Weighted L1 Regularization
by Cody Mazza-Anthony et al

06-07-2019

Preference-based Interactive Multi-Document Summarisation
by Yang Gao et al

06-07-2019

CrossFill: Foam Structures with Graded Density for Continuous Material Extrusion
by Tim Kuipers et al

06-07-2019

On Extending the Wireless Communications Range of Weather Stations using LoRaWAN
by Ermanno Pietrosemoli et al

06-05-2019

Syntax-Infused Variational Autoencoder for Text Generation
by Xinyuan Zhang et al

06-05-2019

KAS-term: Extracting Slovene Terms from Doctoral Theses via Supervised Machine Learning
by Nikola Ljubešić et al

06-05-2019

The Language of Dialogue Is Complex
by Alexander Robertson et al

06-07-2019

Labeled Graph Generative Adversarial Networks
by Shuangfei Fan et al

06-05-2019

Inspection Guidelines to Identify Security Design Flaws
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06-04-2019

A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching
by Jihun Choi et al

06-07-2019

Kernelized Capsule Networks
by Taylor Killian et al

06-04-2019

Slack Channels Ecology in Enterprises: How Employees Collaborate Through Group Chat
by Dakuo Wang et al

06-06-2019

A method for the classification of chimera states of coupled oscillators and its application for creating a neural network information converter
by Andrei Velichko

06-07-2019

Unsupervised Representation Learning of DNA Sequences
by Vishal Agarwal et al

06-05-2019

On the Convergence of SARAH and Beyond
by Bingcong Li et al

06-04-2019

Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identification
by Guodong Ding et al

06-04-2019

StarNet: Pedestrian Trajectory Prediction using Deep Neural Network in Star Topology
by Yanliang Zhu et al

06-04-2019

Relational Reasoning using Prior Knowledge for Visual Captioning
by Jingyi Hou et al

06-05-2019

Non-Linear Estimation of Convolutionally Encoded Sequences
by Masato Tajima

06-04-2019

Power Law Public Goods Game for Personal Information Sharing in News Comments
by Christopher Griffin et al

06-04-2019

CreativeBioMan: Brain and Body Wearable Computing based Creative Gaming System
by Min Chen et al

06-06-2019

Segment Integrated Gradients: Better attributions through regions
by Andrei Kapishnikov et al

06-06-2019

From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation
by Yu Liu et al

06-05-2019

A Survey of Behavior Learning Applications in Robotics -- State of the Art and Perspectives
by Alexander Fabisch et al

06-06-2019

Likelihood Ratios for Out-of-Distribution Detection
by Jie Ren et al

06-06-2019

Joint Optimization of Cooperative Communication and Computation in Two-Way Relay MEC Systems
by Biyuan Xie et al

06-06-2019

Multi-Frequency Vector Diffusion Maps
by Yifeng Fan et al

06-06-2019

One-Shot Neural Architecture Search via Compressive Sensing
by Minsu Cho et al

06-04-2019

Rapidly-Exploring Quotient-Space Trees: Motion Planning using Sequential Simplifications
by Andreas Orthey et al

06-06-2019

GIBBONR: An R package for the detection and classification of acoustic signals using machine learning
by Dena J. Clink et al

06-07-2019

A deep learning approach for automated detection of geographic atrophy from color fundus photographs
by Tiarnan D. Keenan et al

06-07-2019

Word-based Domain Adaptation for Neural Machine Translation
by Shen Yan et al

06-05-2019

Distributed Weighted Matching via Randomized Composable Coresets
by Sepehr Assadi et al

06-04-2019

Visual Fixations Duration as an Indicator of Skill Level in eSports
by Boris B. Velichkovsky et al

06-04-2019

Reinforcement Learning with Low-Complexity Liquid State Machines
by Wachirawit Ponghiran et al

06-06-2019

Benchmarking 6D Object Pose Estimation for Robotics
by Antti Hietanen et al

06-06-2019

Should Adversarial Attacks Use Pixel p-Norm?
by Ayon Sen et al

06-07-2019

PseudoEdgeNet: Nuclei Segmentation only with Point Annotations
by Inwan Yoo et al

06-07-2019

Learning Representations of Graph Data -- A Survey
by Mital Kinderkhedia

06-06-2019

Class-Conditional Compression and Disentanglement: Bridging the Gap between Neural Networks and Naive Bayes Classifiers
by Rana Ali Amjad et al

06-04-2019

Kinetic Market Model: An Evolutionary Algorithm
by Evandro Luquini et al

06-07-2019

Visual Person Understanding through Multi-Task and Multi-Dataset Learning
by Kilian Pfeiffer et al

06-06-2019

Understanding Adversarial Behavior of DNNs by Disentangling Non-Robust and Robust Components in Performance Metric
by Yujun Shi et al

06-06-2019

CANet: An Unsupervised Intrusion Detection System for High Dimensional CAN Bus Data
by Markus Hanselmann et al

06-07-2019

Learning Classifier Synthesis for Generalized Few-Shot Learning
by Han-Jia Ye et al

06-05-2019

Evaluation and Improvement of Chatbot Text Classification Data Quality Using Plausible Negative Examples
by Kit Kuksenok et al

06-04-2019

ChID: A Large-scale Chinese IDiom Dataset for Cloze Test
by Chujie Zheng et al

06-04-2019

Improving Neural Language Models by Segmenting, Attending, and Predicting the Future
by Hongyin Luo et al

06-07-2019

Coherent Point Drift Networks: Unsupervised Learning of Non-Rigid Point Set Registration
by Lingjing Wang et al

06-05-2019

The FRENK Datasets of Socially Unacceptable Discourse in Slovene and English
by Nikola Ljubešić et al

06-05-2019

Imitation Learning for Non-Autoregressive Neural Machine Translation
by Bingzhen Wei et al

06-04-2019

Localization in Aerial Imagery with Grid Maps using LocGAN
by Haohao Hu et al

06-05-2019

A Robust Roll Angle Estimation Algorithm Based on Gradient Descent
by Rui Fan et al

06-05-2019

AI-Skin : Skin Disease Recognition based on Self-learning and Wide Data Collection through a Closed Loop Framework
by Min Chen et al

06-04-2019

Entity-Centric Contextual Affective Analysis
by Anjalie Field et al

06-05-2019

From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions
by David Mareček et al

06-04-2019

Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas
by Teng Wang et al

06-04-2019

Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation
by Benjamin Heinzerling et al

06-06-2019

Stochastic Bandits with Context Distributions
by Johannes Kirschner et al

06-04-2019

A numerical measure of the instability of Mapper-type algorithms
by Francisco Belchí et al

06-05-2019

Context Attentive Document Ranking and Query Suggestion
by Wasi Uddin Ahmad et al

06-04-2019

Quasi-automatic groups are asynchronously automatic
by Benjamin Blanchette

06-04-2019

Cross-Domain Cascaded Deep Feature Translation
by Oren Katzir et al

06-04-2019

Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference
by He Bai et al

06-04-2019

Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms
by Xiangyi Chen et al

06-06-2019

Training large-scale ANNs on simulated resistive crossbar arrays
by Malte J. Rasch et al

06-04-2019

Distributed Web browsing: supporting frequent uses and opportunistic requirements
by Sergio Firmenich et al

06-06-2019

Quaternion Collaborative Filtering for Recommendation
by Shuai Zhang et al

06-05-2019

Greed is Not Always Good: On Submodular Maximization over Independence Systems
by Alan Kuhnle

06-04-2019

Detecting Syntactic Change Using a Neural Part-of-Speech Tagger
by William Merrill et al

06-06-2019

(Pen-) Ultimate DNN Pruning
by Marc Riera et al

06-06-2019

Fault Diagnosis of Rotary Machines using Deep Convolutional Neural Network with three axis signal input
by Davor Kolar et al

06-05-2019

Probabilistic hypergraph grammars for efficient molecular optimization
by Egor Kraev et al

06-06-2019

Recognizing American Sign Language Manual Signs from RGB-D Videos
by Longlong Jing et al

06-04-2019

Encoding Invariances in Deep Generative Models
by Viraj Shah et al

06-04-2019

Higher-Order Accelerated Methods for Faster Non-Smooth Optimization
by Brian Bullins et al

06-05-2019

Learning to regularize with a variational autoencoder for hydrologic inverse analysis
by Daniel O'Malley et al

06-04-2019

Access Control for Electronic Health Records with Hybrid Blockchain-Edge Architecture
by Hao Guo et al

06-04-2019

Pegadas: A Portal for Management and Activities Planning with Games and Environments for Education in Health
by Thaise Costa et al

06-07-2019

Semi-supervised Stochastic Multi-Domain Learning using Variational Inference
by Yitong Li et al

06-07-2019

NICO: A Dataset Towards Non-I.I.D. Image Classification
by Yue He et al

06-07-2019

Optimal algebraic Breadth-First Search for sparse graphs
by Paul Burkhardt

06-07-2019

Reliable Estimation of Individual Treatment Effect with Causal Information Bottleneck
by Sungyub Kim et al

06-06-2019

Uniform Minors in Maximally Recoverable Codes
by Matthias Grezet et al

06-04-2019

Convergence of Learning Dynamics in Stackelberg Games
by Tanner Fiez et al

06-07-2019

Key Ingredients of Self-Driving Cars
by Rui Fan et al

06-07-2019

Inductive Bias of Gradient Descent based Adversarial Training on Separable Data
by Yan Li et al

06-06-2019

Toward a Characterization of Loss Functions for Distribution Learning
by Nika Haghtalab et al

06-04-2019

RTHN: A RNN-Transformer Hierarchical Network for Emotion Cause Extraction
by Rui Xia et al

06-07-2019

Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations
by Wu Lin et al

06-07-2019

Exponential-Binary State-Space Search
by Nathan Sturtevant et al

06-06-2019

One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers
by Ari S. Morcos et al

06-06-2019

Efficient Full-Rank Spatial Covariance Estimation Using Independent Low-Rank Matrix Analysis for Blind Source Separation
by Yuki Kubo et al

06-05-2019

Towards Document Image Quality Assessment: A Text Line Based Framework and A Synthetic Text Line Image Dataset
by Hongyu Li et al

06-04-2019

Dominant Set Clustering and Pooling for Multi-View 3D Object Recognition
by Chu Wang et al

06-05-2019

Multi-way Encoding for Robustness
by Donghyun Kim et al

06-05-2019

Evaluating Explainers via Perturbation
by Minh N. Vu et al

06-07-2019

A cryptographic approach to black box adversarial machine learning
by Kevin Shi et al

06-07-2019

Detecting Out-of-Distribution Inputs to Deep Generative Models Using a Test for Typicality
by Eric Nalisnick et al

06-07-2019

An Artificial Intelligence-Based System for Nutrient Intake Assessment of Hospitalised Patients
by Ya Lu et al

06-07-2019

Deep Angular Embedding and Feature Correlation Attention for Breast MRI Cancer Analysis
by Luyang Luo et al

06-05-2019

Neural Legal Judgment Prediction in English
by Ilias Chalkidis et al

06-04-2019

Towards Task and Architecture-Independent Generalization Gap Predictors
by Scott Yak et al

06-05-2019

On the use of Pairwise Distance Learning for Brain Signal Classification with Limited Observations
by David Calhas et al

06-05-2019

An Effective Algorithm for Learning Single Occurrence Regular Expressions with Interleaving
by Yeting Li et al

06-05-2019

Learning to Rank for Plausible Plausibility
by Zhongyang Li et al

06-04-2019

Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution
by Shany Barhom et al

06-07-2019

EVDodge: Embodied AI For High-Speed Dodging On A Quadrotor Using Event Cameras
by Nitin J. Sanket et al

06-04-2019

Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning
by Minlong Peng et al

06-04-2019

Manifold-regression to predict from MEG/EEG brain signals without source modeling
by David Sabbagh et al

06-07-2019

Improving Relation Extraction by Pre-trained Language Representations
by Christoph Alt et al

06-04-2019

Bayesian Optimization of Composite Functions
by Raul Astudillo et al

06-07-2019

Ensemble Pruning via Margin Maximization
by Waldyn Martinez

06-07-2019

Evolving Losses for Unlabeled Video Representation Learning
by AJ Piergiovanni et al

06-04-2019

Concept Tree: High-Level Representation of Variables for More Interpretable Surrogate Decision Trees
by Xavier Renard et al

06-04-2019

Exploiting Offset-guided Network for Pose Estimation and Tracking
by Rui Zhang et al

06-06-2019

Iterative Self-Learning: Semi-Supervised Improvement to Dataset Volumes and Model Accuracy
by Robert Dupre et al

06-05-2019

OpenEI: An Open Framework for Edge Intelligence
by Xingzhou Zhang et al

06-04-2019

Lattice-Based Transformer Encoder for Neural Machine Translation
by Fengshun Xiao et al

06-06-2019

The [46,9,20]2[46,9,20]2 code is unique
by Sascha Kurz

06-06-2019

Globally-Aware Multiple Instance Classifier for Breast Cancer Screening
by Yiqiu Shen et al

06-06-2019

Quasi-automatic semigroups
by Benjamin Blanchette et al

06-06-2019

Multi-scale guided attention for medical image segmentation
by Ashish Sinha et al

06-04-2019

Pitfalls in the Evaluation of Sentence Embeddings
by Steffen Eger et al

06-04-2019

Architecture Selection via the Trade-off Between Accuracy and Robustness
by Zhun Deng et al

06-07-2019

Distributed Learning with Random Features
by Jian Li et al

06-05-2019

GOT: An Optimal Transport framework for Graph comparison
by Hermina Petric Maretic et al

06-06-2019

Vertex Classification on Weighted Networks
by Hayden Helm et al

06-05-2019

Large publishing consortia produce higher citation impact research but co-author contributions are hard to evaluate
by Mike Thelwall

06-04-2019

Adaptive Multimodal Music Learning via Interactive-haptic Instrument
by Yian Zhang et al

06-04-2019

Exploring Phoneme-Level Speech Representations for End-to-End Speech Translation
by Elizabeth Salesky et al

06-04-2019

Tensor Restricted Isometry Property Analysis For a Large Class of Random Measurement Ensembles
by Feng Zhang et al

06-06-2019

An Efficient Characterization of Submodular Spanning Tree Games
by Zhuan Khye Koh et al

06-06-2019

Nonconvex Approach for Sparse and Low-Rank Constrained Models with Dual Momentum
by Cho-Ying Wu et al

06-04-2019

Learning Neural PDE Solvers with Convergence Guarantees
by Jun-Ting Hsieh et al

06-05-2019

Infant Contact-less Non-Nutritive Sucking Pattern Quantification via Facial Gesture Analysis
by Xiaofei Huang et al

06-05-2019

Automated Classification of Seizures against Nonseizures: A Deep Learning Approach
by Xinghua Yao et al

06-07-2019

Deep Learning based Cephalometric Landmark Identification using Landmark-dependent Multi-scale Patches
by Chonho Lee et al

06-05-2019

Every child should have parents: a taxonomy refinement algorithm based on hyperbolic term embeddings
by Rami Aly et al

06-05-2019

Machine Learning and System Identification for Estimation in Physical Systems
by Fredrik Bagge Carlson

06-04-2019

GAMMA: A General Agent Motion Prediction Model for Autonomous Driving
by Yuanfu Luo et al

06-04-2019

Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts
by Rui Xia et al

06-05-2019

Consistency regularization and CutMix for semi-supervised semantic segmentation
by Geoff French et al

06-04-2019

Exploiting Sentential Context for Neural Machine Translation
by Xing Wang et al

06-06-2019

Boosting Operational DNN Testing Efficiency through Conditioning
by Zenan Li et al

06-04-2019

Streaming Variational Monte Carlo
by Yuan Zhao et al

06-05-2019

Corn leaf detection using Region based convolutional neural network
by Mohammad Ibrahim Sarker et al

06-04-2019

Generalized Linear Rule Models
by Dennis Wei et al

06-04-2019

Wasserstein Weisfeiler-Lehman Graph Kernels
by Matteo Togninalli et al

06-04-2019

What, Where and How to Transfer in SAR Target Recognition Based on Deep CNNs
by Zhongling Huang et al

06-04-2019

Uniform Error Bounds for Gaussian Process Regression with Application to Safe Control
by Armin Lederer et al

06-05-2019

Architectural Middleware that Supports Building High-performance, Scalable, Ubiquitous, Intelligent Personal Assistants
by Oscar J. Romero

06-04-2019

Hamiltonian Neural Networks
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