06-19-2019
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XLNet: Generalized Autoregressive Pretraining for
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06-18-2019
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Information matrices and generalization
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06-19-2019
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The Functional Neural Process
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06-19-2019
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Unsupervised State Representation Learning in Atari
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06-21-2019
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Gender gaps in urban mobility
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06-21-2019
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Simplex2Vec embeddings for community detection in
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06-18-2019
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Differentiable probabilistic models of scientific
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06-18-2019
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BitcoinHeist: Topological Data Analysis for Ransomware
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06-20-2019
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The Limited Multi-Label Projection Layer
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06-19-2019
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Evaluating Protein Transfer Learning with TAPE
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06-18-2019
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Periphery Plots for Contextualizing Heterogeneous
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06-21-2019
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Learning as the Unsupervised Alignment of Conceptual
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06-18-2019
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Unsupervised machine learning to analyse city logistics
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06-18-2019
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A Performance Perspective on Web Optimized Protocol
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06-19-2019
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Improving the robustness of ImageNet classifiers using
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06-18-2019
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Learning Imbalanced Datasets with
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06-18-2019
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Multi-user Resource Control with Deep Reinforcement
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06-19-2019
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Inherent Tradeoffs in Learning Fair Representation
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06-20-2019
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Efficient data augmentation using graph imputation
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06-18-2019
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Parameterized quantum circuits as machine learning
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06-19-2019
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Adversarial Regularization for Visual Question
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Gabriel Grand
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06-19-2019
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PyRobot: An Open-source Robotics Framework for Research
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06-19-2019
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SwiftNet: Using Graph Propagation as Meta-knowledge to
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06-18-2019
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On the Constrained Least-cost Tour Problem
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06-20-2019
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HappyBot: Generating Empathetic Dialogue Responses by
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Jamin Shin
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06-18-2019
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Locate, Size and Count: Accurately Resolving People in
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06-20-2019
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A Survey of Multi-Access Edge Computing in 5G and
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06-19-2019
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Pre-Training with Whole Word Masking for Chinese BERT
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06-20-2019
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Preprocessing Methods and Pipelines of Data Mining: An
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Canchen Li
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06-20-2019
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We Need No Pixels: Video Manipulation Detection Using
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06-18-2019
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Gender trends in computer science authorship
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06-20-2019
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Exploring Model-based Planning with Policy Networks
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06-21-2019
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Mitigating Bias in Algorithmic Employment Screening:
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06-20-2019
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Clustering and Classification Networks
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06-18-2019
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Adapting Behaviour via Intrinsic Reward: A Survey and
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Cam Linke
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06-19-2019
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Monocular 3D Object Detection and Box Fitting Trained
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06-19-2019
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Training on test data: Removing near duplicates in
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06-20-2019
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Data Cleansing for Models Trained with SGD
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06-19-2019
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On the abandonment and survival of open source
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06-19-2019
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An Open-World Extension to Knowledge Graph Completion
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06-21-2019
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Backpropagation-Friendly Eigendecomposition
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Wei Wang
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06-19-2019
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Model-based Deep MR Imaging: the roadmap of
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Jing Cheng
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06-20-2019
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Algorithmic Guarantees for Inverse Imaging with
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06-19-2019
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Scaling in the recovery of urban transportation systems
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06-20-2019
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GAN-Knowledge Distillation for one-stage Object
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Wei Hong
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06-20-2019
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Deep-Learning-Based Aerial Image Classification for
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Christos Kyrkou
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06-19-2019
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Killings of social leaders in the Colombian
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Maria De-Arteaga
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06-19-2019
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Light Field Saliency Detection with Deep Convolutional
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Jun Zhang
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06-20-2019
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Predicting Motion of Vulnerable Road Users using
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Fang-Chieh Chou
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06-20-2019
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Modeling AGI Safety Frameworks with Causal Influence
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Tom Everitt
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06-20-2019
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Homogeneous Vector Capsules Enable Adaptive Gradient
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06-18-2019
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Transfer Learning for Causal Sentence Detection
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06-19-2019
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Multilingual Multi-Domain Adaptation Approaches for
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06-19-2019
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Hierarchical Document Encoder for Parallel Corpus
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06-18-2019
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Uncovering Probabilistic Implications in Typological
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06-21-2019
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Universal Approximation of Input-Output Maps by
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06-20-2019
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Autonomous Haiku Generation
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06-19-2019
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Batch Active Learning Using Determinantal Point
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06-18-2019
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Learning with Partially Ordered Representations
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06-19-2019
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A Strong Baseline and Batch Normalization Neck for Deep
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06-20-2019
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Few-Shot Sequence Labeling with Label Dependency
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06-18-2019
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Expressing Visual Relationships via Language
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Hao Tan
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06-21-2019
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Data-Efficient Learning for Sim-to-Real Robotic
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06-19-2019
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Spatial Pyramid Encoding with Convex Length
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06-18-2019
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Approximation power of random neural networks
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06-19-2019
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Minimum Stein Discrepancy Estimators
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06-20-2019
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Probabilistic Logic Neural Networks for Reasoning
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06-20-2019
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From Zero-Shot Learning to Cold-Start Recommendation
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06-18-2019
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Joint Pruning on Activations and Weights for Efficient
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06-20-2019
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Neural Topographic Factor Analysis for fMRI Data
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06-19-2019
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Performance Evaluation Methodology for Long-Term Visual
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06-20-2019
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Efficient two step optimization for large embedded
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06-19-2019
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Calibrated Model-Based Deep Reinforcement Learning
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06-19-2019
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REflex: Flexible Framework for Relation Extraction in
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06-20-2019
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Multiple-Identity Image Attacks Against Face-based
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06-20-2019
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An Improved Trade-off Between Accuracy and Complexity
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06-21-2019
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Shaping Belief States with Generative Environment
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06-20-2019
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Pattern Spotting in Historical Documents Using
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06-19-2019
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Fine-tuning Pre-Trained Transformer Language Models to
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06-20-2019
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Privacy, altruism, and experience: Estimating the
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06-19-2019
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Data Interpolating Prediction: Alternative
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Takuya Shimada
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06-20-2019
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Data-driven prediction of a multi-scale Lorenz 96
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06-21-2019
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A Fourier Perspective on Model Robustness in Computer
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06-18-2019
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Agnostic data debiasing through a local sanitizer
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06-19-2019
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Adaptive Temporal-Difference Learning for Policy
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06-20-2019
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3D Instance Segmentation via Multi-task Metric Learning
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06-20-2019
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Conflict as an Inverse of Attention in Sequence
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Rajarshee Mitra
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06-19-2019
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Learning Generalized Transformation Equivariant
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06-19-2019
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An Ontology-based Approach to Explaining Artificial
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06-20-2019
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A New Statistical Approach for Comparing Algorithms for
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06-19-2019
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Incorporating Priors with Feature Attribution on Text
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06-19-2019
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Wasserstein Adversarial Imitation Learning
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06-18-2019
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Multiscale cross--correlations and triangular arbitrage
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06-19-2019
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SemanticAdv: Generating Adversarial Examples via
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06-20-2019
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PointNLM: Point Nonlocal-Means for vegetation
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06-18-2019
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Robust Reinforcement Learning for Continuous Control
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06-20-2019
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SoK of Used Cryptography in Blockchain
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06-21-2019
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Disentangled Skill Embeddings for Reinforcement
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06-20-2019
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Semi-supervised acoustic model training for
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06-19-2019
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Embedding time expressions for deep temporal ordering
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Tanya Goyal
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06-18-2019
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Directed Exploration for Reinforcement Learning
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06-19-2019
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GEAR: Geometry-Aware R\enyi Information
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06-19-2019
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Scalable and Differentially Private Distributed
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Badih Ghazi
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06-20-2019
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Automated crater shape retrieval using
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Mohamad Ali-Dib
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06-19-2019
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Jaccard Filtration and Stable Paths in the Mapper
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Dustin L. Arendt
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06-19-2019
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2D Linear Time-Variant Controller for Humans Intention
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06-19-2019
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XNAS: Neural Architecture Search with Expert Advice
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06-21-2019
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Rules of the Road: Predicting Driving Behavior with a
Convolutional Model of Semantic Interactions
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Joey Hong
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06-18-2019
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Supervised Hierarchical Clustering with Exponential
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06-20-2019
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Nested Network with Two-Stream Pyramid for Salient
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by
Chongyi Li
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06-19-2019
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Considerations for the Interpretation of Bias Measures
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06-19-2019
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Back to Simplicity: How to Train Accurate BNNs from
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06-18-2019
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Barron Spaces and the Compositional Function Spaces for
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06-19-2019
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Solver Recommendation For Transport Problems in Slabs
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Jinzhao Chen
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06-18-2019
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RadGrad: Active learning with loss gradients
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Paul Budnarain
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06-20-2019
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A Segmentation-Oriented Inter-Class Transfer Method:
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Chengzhi Shi
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06-20-2019
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Reversible Privacy Preservation using Multi-level
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06-19-2019
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ViP: Virtual Pooling for Accelerating CNN-based Image
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06-20-2019
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vireoJD-MM at Activity Detection in Extended Videos
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06-18-2019
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Multimodal Abstractive Summarization for How2 Videos
by
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06-19-2019
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Learning Compressed Sentence Representations for
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Dinghan Shen
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06-19-2019
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Multi-resolution Multi-task Gaussian Processes
by
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06-21-2019
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A Comparative Survey of Recent Natural Language
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Katrin Affolter
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06-19-2019
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A decision-support method for information inconsistency
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by
Qiang Zou
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06-18-2019
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Dataless training of generative models for the inverse
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by
Jiaqi Jiang
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06-20-2019
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BGrowth: an efficient approach for the segmentation of
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Jonathan S. Ramos
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06-21-2019
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Learning Bilingual Word Embeddings Using Lexical
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Weijia Shi
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06-21-2019
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Continual Reinforcement Learning with Diversity
Exploration and Adversarial Self-Correction
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Fengda Zhu
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06-20-2019
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Meta-learning of textual representations
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Jorge Madrid
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06-20-2019
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Deep Leakage from Gradients
by
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06-18-2019
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Attention Guided Graph Convolutional Networks for
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Zhijiang Guo
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06-19-2019
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Who is in Your Top Three? Optimizing Learning in
Elections with Many Candidates
by
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06-20-2019
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Hindi Question Generation Using Dependency Structures
by
Kaveri Anuranjana
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06-21-2019
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Explainable Fact Checking with Probabilistic Answer Set
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06-20-2019
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A Hierarchical Architecture for Sequential
Decision-Making in Autonomous Driving using Deep
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Majid Moghadam
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06-18-2019
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Neural Volumes: Learning Dynamic Renderable Volumes
from Images
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Stephen Lombardi
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06-18-2019
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Key Instance Selection for Unsupervised Video Object
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by
Donghyeon Cho
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06-20-2019
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Investment Ranking Challenge: Identifying the best
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by
Shanka Subhra Mondal
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06-21-2019
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First Exit Time Analysis of Stochastic Gradient Descent
Under Heavy-Tailed Gradient Noise
by
Thanh Huy Nguyen
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06-20-2019
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Improving Zero-shot Translation with
Language-Independent Constraints
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Ngoc-Quan Pham
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06-18-2019
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A Conditional Random Field Model for Context Aware
Cloud Detection in Sky Images
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Vijai T. Jayadevan
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06-19-2019
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PoseConvGRU: A Monocular Approach for Visual Ego-motion
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Guangyao Zhai
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06-19-2019
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A survey of OpenRefine reconciliation services
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Antonin Delpeuch
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06-20-2019
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Deep Learning in the Automotive Industry: Recent
Advances and Application Examples
by
Kanwar Bharat Singh
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06-19-2019
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Experience Replay Optimization
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06-20-2019
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Human \textit{vs} Machine Attention in Neural Networks:
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Qiuxia Lai
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06-19-2019
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Detecting problematic transactions in a
consumer-to-consumer e-commerce network
by
Shun Kodate
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06-19-2019
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Control What You Can: Intrinsically Motivated
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06-20-2019
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Predicting Future Opioid Incidences Today
by
Sandipan Choudhuri
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06-20-2019
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Coresets for Clustering with Fairness Constraints
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Lingxiao Huang
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06-21-2019
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Mitigating Gender Bias in Natural Language Processing:
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Tony Sun
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06-20-2019
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A bibliometric analysis of Bitcoin scientific
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06-18-2019
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Locally Accelerated Conditional Gradients
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06-21-2019
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Fully Decoupled Neural Network Learning Using Delayed
Gradients
by
Huiping Zhuang
et al
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06-18-2019
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Indexing Graph Search Trees and Applications
by
Sankardeep Chakraborty
et al
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06-20-2019
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Learning Reward Functions by Integrating Human
Demonstrations and Preferences
by
Malayandi Palan
et al
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06-18-2019
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Unsupervised Learning of Object Structure and Dynamics
from Videos
by
Matthias Minderer
et al
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06-20-2019
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Adversarial Learning for Improved Onsets and Frames
Music Transcription
by
Jong Wook Kim
et al
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06-18-2019
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RIDM: Reinforced Inverse Dynamics Modeling for Learning
from a Single Observed Demonstration
by
Brahma S. Pavse
et al
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06-21-2019
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Connectivity-Optimized Representation Learning via
Persistent Homology
by
Christoph Hofer
et al
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06-18-2019
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vGraph: A Generative Model for Joint Community
Detection and Node Representation Learning
by
Fan-Yun Sun
et al
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06-18-2019
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Second-Order Semantic Dependency Parsing with
End-to-End Neural Networks
by
Xinyu Wang
et al
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06-20-2019
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A Deep Reinforcement Learning Approach for Global
Routing
by
Haiguang Liao
et al
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06-19-2019
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QXplore: Q-learning Exploration by Maximizing Temporal
Difference Error
by
Riley Simmons-Edler
et al
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06-19-2019
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Global Convergence of Policy Gradient Methods to
(Almost) Locally Optimal Policies
by
Kaiqing Zhang
et al
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06-18-2019
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Multiclass segmentation as multitask learning for
drusen segmentation in retinal optical coherence
tomography
by
Rhona Asgari
et al
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06-20-2019
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Stochastic One-Sided Full-Information Bandit
by
Haoyu Zhao
et al
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06-20-2019
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Quantum-Inspired Support Vector Machine
by
Chen Ding
et al
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06-21-2019
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Modeling and Forecasting Art Movements with CGANs
by
Edoardo Lisi
et al
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06-20-2019
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The trade-off between long-term memory and smoothness
for recurrent networks
by
Antônio H. Ribeiro
et al
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06-18-2019
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SEN12MS -- A Curated Dataset of Georeferenced
Multi-Spectral Sentinel-1/2 Imagery for Deep Learning
and Data Fusion
by
Michael Schmitt
et al
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06-20-2019
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Max-Plus Matching Pursuit for Deterministic Markov
Decision Processes
by
Francis Bach
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06-20-2019
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Designing Game of Theorems
by
Yutaka Nagashima
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06-20-2019
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Multi-Grained Named Entity Recognition
by
Congying Xia
et al
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06-20-2019
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Sparse Spectrum Gaussian Process for Bayesian
Optimisation
by
Ang Yang
et al
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06-19-2019
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Explanations can be manipulated and geometry is to
blame
by
Ann-Kathrin Dombrowski
et al
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06-20-2019
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Learning the Sampling Pattern for MRI
by
Ferdia Sherry
et al
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06-20-2019
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Placeto: Learning Generalizable Device Placement
Algorithms for Distributed Machine Learning
by
Ravichandra Addanki
et al
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06-19-2019
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Global Adversarial Attacks for Assessing Deep Learning
Robustness
by
Hanbin Hu
et al
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06-19-2019
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Cloud-based Image Classification Service Is Not Robust
To Simple Transformations: A Forgotten Battlefield
by
Dou Goodman
et al
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06-19-2019
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SAR Image Change Detection via Spatial Metric Learning
with an Improved Mahalanobis Distance
by
Rongfang Wang
et al
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06-20-2019
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Informative Image Captioning with External Sources of
Information
by
Sanqiang Zhao
et al
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06-19-2019
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Automated Definition of Skeletal Disease Burden in
Metastatic Prostate Carcinoma: a 3D analysis of
SPECT/CT images
by
Francesco Fiz
et al
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06-20-2019
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Intrinsic Weight Learning Approach for Multi-view
Clustering
by
Feiping Nie
et al
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06-20-2019
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Limitations of Lazy Training of Two-layers Neural
Networks
by
Behrooz Ghorbani
et al
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06-18-2019
|
A Unified Speaker Adaptation Method for Speech
Synthesis using Transcribed and Untranscribed Speech
with Backpropagation
by
Hieu-Thi Luong
et al
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06-20-2019
|
One-vs-All Models for Asynchronous Training: An
Empirical Analysis
by
Rahul Gupta
et al
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06-19-2019
|
Learning Patient Engagement in Care Management:
Performance vs. Interpretability
by
Subhro Das
et al
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06-21-2019
|
Deep Mixture Point Processes: Spatio-temporal Event
Prediction with Rich Contextual Information
by
Maya Okawa
et al
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06-18-2019
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Event-based Star Tracking via Multiresolution
Progressive Hough Transforms
by
Tat-Jun Chin
et al
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06-18-2019
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Declarative Learning-Based Programming as an Interface
to AI Systems
by
Parisa Kordjamshidi
et al
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06-20-2019
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Cooperative Lane Changing via Deep Reinforcement
Learning
by
Guan Wang
et al
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06-18-2019
|
Secure Architectures Implementing Trusted Coalitions
for Blockchained Distributed Learning (TCLearn)
by
Sebastien Lugan
et al
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06-18-2019
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TitAnt: Online Real-time Transaction Fraud Detection in
Ant Financial
by
Shaosheng Cao
et al
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06-18-2019
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Active Scene Understanding via Online Semantic
Reconstruction
by
Lintao Zheng
et al
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06-18-2019
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Sample-efficient Adversarial Imitation Learning from
Observation
by
Faraz Torabi
et al
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