2019.08.18 Learning papers

08-13-2019	Reward Tampering Problems and Solutions in Reinforcement Learning: A Causal Influence Diagram Perspective by Tom Everitt et al
08-16-2019	Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss by Hyunsu Kim et al
08-15-2019	Towards Automated Machine Learning: Evaluation and Comparison of AutoML Approaches and Tools by Anh Truong et al
08-14-2019	Unconstrained Monotonic Neural Networks by Antoine Wehenkel et al
08-13-2019	Multi-Agent Manipulation via Locomotion using Hierarchical Sim2Real by Ofir Nachum et al
08-13-2019	Constrained Multi-Objective Optimization for Automated Machine Learning by Steven Gardner et al
08-13-2019	FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age by Kimmo Kärkkäinen et al
08-13-2019	metric-learn: Metric Learning Algorithms in Python by William de Vazelhes et al
08-13-2019	Multimodal Emotion Recognition Using Deep Canonical Correlation Analysis by Wei Liu et al
08-15-2019	Accelerated CNN Training Through Gradient Approximation by Ziheng Wang et al
08-15-2019	R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object by Xue Yang et al
08-15-2019	Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems by Anna Kuzina et al
08-14-2019	Learning Two-View Correspondences and Geometry Using Order-Aware Network by Jiahui Zhang et al
08-15-2019	Visualizing and Understanding the Effectiveness of BERT by Yaru Hao et al
08-15-2019	Feature-Less End-to-End Nested Term Extraction by Yuze Gao et al
08-15-2019	Sex Trafficking Detection with Ordinal Regression Neural Networks by Longshaokan Wang et al
08-14-2019	SFSegNet: Parse Freehand Sketches using Deep Fully Convolutional Networks by Junkun Jiang et al
08-14-2019	Raw-to-End Name Entity Recognition in Social Media by Liyuan Liu et al
08-14-2019	Towards Knowledge-Based Recommender Dialog System by Qibin Chen et al
08-15-2019	Deep reinforcement learning in World-Earth system models to discover sustainable management strategies by Felix M. Strnad et al
08-15-2019	Hamming Sentence Embeddings for Information Retrieval by Felix Hamann et al
08-15-2019	Adaptive Regularization of Labels by Qianggang Ding et al
08-15-2019	Mapping State Space using Landmarks for Universal Goal Reaching by Zhiao Huang et al
08-15-2019	SenseBERT: Driving Some Sense into BERT by Yoav Levine et al
08-13-2019	Reinforcement Learning based Interconnection Routing for Adaptive Traffic Optimization by Sheng-Chun Kao et al
08-15-2019	Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native Neural Networks Out-of-Distribution Detection simply by Replacing the SoftMax Loss by David Macêdo
08-14-2019	VideoNavQA: Bridging the Gap between Visual and Embodied Question Answering by Cătălina Cangea et al
08-14-2019	Robust One-Bit Recovery via ReLU Generative Networks: Improved Statistical Rates and Global Landscape Analysis by Shuang Qiu et al
08-15-2019	Cosmological N-body simulations: a challenge for scalable generative models by Nathanaël Perraudin et al
08-14-2019	Two-stage Federated Phenotyping and Patient Representation Learning by Dianbo Liu et al
08-15-2019	Sample-efficient Deep Reinforcement Learning with Imaginary Rollouts for Human-Robot Interaction by Mohammad Thabet et al
08-15-2019	Temporal Collaborative Ranking Via Personalized Transformer by Liwei Wu et al
08-15-2019	Domain-adversarial Network Alignment by Huiting Hong et al
08-13-2019	Competitive Multi-Agent Deep Reinforcement Learning with Counterfactual Thinking by Yue Wang et al
08-13-2019	From Crystallized Adaptivity to Fluid Adaptivity in Deep Reinforcement Learning -- Insights from Biological Systems on Adaptive Flexibility by Malte Schilling et al
08-13-2019	Icebreaker: Element-wise Active Information Acquisition with Bayesian Deep Latent Gaussian Model by Wenbo Gong et al
08-15-2019	PHYRE: A New Benchmark for Physical Reasoning by Anton Bakhtin et al
08-13-2019	Local Score Dependent Model Explanation for Time Dependent Covariates by Xochitl Watts et al
08-15-2019	A Bayesian Choice Model for Eliminating Feedback Loops by Gökhan Çapan et al
08-14-2019	Continuous Control for High-Dimensional State Spaces: An Interactive Learning Approach by Rodrigo Pérez-Dattari et al
08-14-2019	End-to-End Learning from Complex Multigraphs with Latent Graph Convolutional Networks by Floris Hermsen et al
08-15-2019	Improving Randomized Learning of Feedforward Neural Networks by Appropriate Generation of Random Parameters by Grzegorz Dudek
08-14-2019	Resonant Machine Learning Based on Complex Growth Transform Dynamical Systems by Oindrila Chatterjee et al
08-14-2019	AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models by Ke Sun et al
08-14-2019	Probabilistic Multimodal Modeling for Human-Robot Interaction Tasks by Joseph Campbell et al
08-13-2019	Detecting semantic anomalies by Faruk Ahmed et al
08-14-2019	Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks by Ruihao Gong et al
08-14-2019	MemeFaceGenerator: Adversarial Synthesis of Chinese Meme-face from Natural Sentences by Yifu Chen et al
08-14-2019	Unsupervised Behavior Change Detection in Multidimensional Data Streams for Maritime Traffic Monitoring by Lucas May Petry et al
08-16-2019	Performing Deep Recurrent Double Q-Learning for Atari Games by Felipe Moreno-Vera
08-14-2019	Harmonized Multimodal Learning with Gaussian Process Latent Variable Models by Guoli Song et al
08-13-2019	Quantum adiabatic machine learning with zooming by Alexander Zlokapa et al
08-16-2019	Attending to Future Tokens For Bidirectional Sequence Generation by Carolin Lawrence et al
08-15-2019	To complete or to estimate, that is the question: A Multi-Task Approach to Depth Completion and Monocular Depth Estimation by Amir Atapour-Abarghouei et al
08-13-2019	Variational Fusion for Multimodal Sentiment Analysis by Navonil Majumder et al
08-14-2019	Fusion of Detected Objects in Text for Visual Question Answering by Chris Alberti et al
08-13-2019	L2P: An Algorithm for Estimating Heavy-tailed Outcomes by Xindi Wang et al
08-14-2019	HONEM: Network Embedding Using Higher-Order Patterns in Sequential Data by Mandana Saebi et al
08-14-2019	Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding by Oren Barkan et al
08-14-2019	Video Compression With Rate-Distortion Autoencoders by Amirhossein Habibian et al
08-15-2019	Examining the Use of Temporal-Difference Incremental Delta-Bar-Delta for Real-World Predictive Knowledge Architectures by Johannes Günther et al
08-15-2019	M-BERT: Injecting Multimodal Information in the BERT Structure by Wasifur Rahman et al
08-16-2019	Recurrent U-net: Deep learning to predict daily summertime ozone in the United States by Tai-Long He et al
08-13-2019	Semi-Supervised Learning using Differentiable Reasoning by Emile van Krieken et al
08-16-2019	FSGAN: Subject Agnostic Face Swapping and Reenactment by Yuval Nirkin et al
08-14-2019	Visualizing Image Content to Explain Novel Image Discovery by Jake H. Lee et al
08-14-2019	Memory-Based Neighbourhood Embedding for Visual Recognition by Suichan Li et al
08-14-2019	Thompson Sampling and Approximate Inference by My Phan et al
08-14-2019	A Tour of Convolutional Networks Guided by Linear Interpreters by Pablo Navarrete Michelini et al
08-16-2019	ScarletNAS: Bridging the Gap Between Scalability and Fairness in Neural Architecture Search by Xiangxiang Chu et al
08-16-2019	Few-shot Text Classification with Distributional Signatures by Yujia Bao et al
08-15-2019	Model-based Lookahead Reinforcement Learning by Zhang-Wei Hong et al
08-15-2019	Deep learning on butterfly phenotypes tests evolutions oldest mathematical model by Jennifer F. Hoyal Cuthill et al
08-13-2019	Domain Adaptive Training BERT for Response Selection by Taesun Whang et al
08-13-2019	Learning Credible Deep Neural Networks with Rationale Regularization by Mengnan Du et al
08-13-2019	End-to-End Multi-Speaker Speech Recognition using Speaker Embeddings and Transfer Learning by Pavel Denisov et al
08-16-2019	Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes: Drawbacks of the Standard Method and How to Improve It by Grzegorz Dudek
08-14-2019	A Survey of Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics by Anirudha Majumdar et al
08-14-2019	Optimizing for Interpretability in Deep Neural Networks with Tree Regularization by Mike Wu et al
08-14-2019	Correlation Clustering with Same-Cluster Queries Bounded by Optimal Cost by Barna Saha et al
08-16-2019	Incorporating human and learned domain knowledge into training deep neural networks: A differentiable dose volume histogram and adversarial inspired framework for generating Pareto optimal dose distributions in radiation therapy by Dan Nguyen et al
08-15-2019	Learning Interactive Behaviors for Musculoskeletal Robots Using Bayesian Interaction Primitives by Joseph Campbell et al
08-16-2019	AI Predicts Independent Construction Safety Outcomes from Universal Attributes by Henrietta Baker et al
08-14-2019	Predicting Eating Events in Free Living Individuals -- A Technical Report by Jiayi Wang et al
08-14-2019	Once a MAN: Towards Multi-Target Attack via Learning Multi-Target Adversarial Network Once by Jiangfan Han et al
08-15-2019	A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems by Meng Tang et al
08-13-2019	Regional Tree Regularization for Interpretability in Black Box Models by Mike Wu et al
08-16-2019	Bidirectional Context-Aware Hierarchical Attention Network for Document Understanding by Jean-Baptiste Remy et al
08-13-2019	Trustable and Automated Machine Learning Running with Blockchain and Its Applications by Tao Wang et al
08-13-2019	Exploiting Parallelism Opportunities with Deep Learning Frameworks by Yu Emma Wang et al
08-16-2019	Adversarial point perturbations on 3D objects by Daniel Liu et al
08-14-2019	Skill Transfer in Deep Reinforcement Learning under Morphological Heterogeneity by Yang Hu et al
08-13-2019	Skin Lesion Segmentation and Classification for ISIC 2018 by Combining Deep CNN and Handcrafted Features by Redha Ali et al
08-16-2019	Differentiable Learning-to-Group Channels viaGroupable Convolutional Neural Networks by Zhaoyang Zhang et al
08-14-2019	Maximum Relevance and Minimum Redundancy Feature Selection Methods for a Marketing Machine Learning Platform by Zhenyu Zhao et al
08-16-2019	Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification by Yu-Jhe Li et al
08-15-2019	Combining Prediction Intervals on Multi-Source Non-Disclosed Regression Datasets by Ola Spjuth et al
08-14-2019	Sequential Computer Experimental Design for Estimating an Extreme Probability or Quantile by Hao Chen et al
08-15-2019	A Cooperative Autoencoder for Population-BasedRegularization of CNN Image Registration by Riddhish Bhalodia et al
08-13-2019	A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction by Jordan J. Bird et al
08-16-2019	Distilling On-Device Intelligence at the Network Edge by Jihong Park et al
08-13-2019	Tensor-Train Parameterization for Ultra Dimensionality Reduction by Mingyuan Bai et al
08-16-2019	Multi-Domain Adaptation in Brain MRI through Paired Consistency and Adversarial Learning by Mauricio Orbes-Arteaga et al
08-14-2019	Interleaved Multitask Learning for Audio Source Separation with Independent Databases by Clement S. J. Doire et al
08-13-2019	Least Squares Approximation for a Distributed System by Xuening Zhu et al
08-16-2019	N2D:(Not Too) Deep clustering via clustering the local manifold of an autoencoded embedding by Ryan McConville et al
08-14-2019	Optimizing Ensemble Weights and Hyperparameters of Machine Learning Models for Regression Problems by Mohsen Shahhosseini et al
08-16-2019	Effect of Activation Functions on the Training of Overparametrized Neural Nets by Abhishek Panigrahi et al
08-13-2019	Assessing the Impact of Blood Pressure on Cardiac Function Using Interpretable Biomarkers and Variational Autoencoders by Esther Puyol-Antón et al
08-13-2019	Complicated Table Structure Recognition by Zewen Chi et al
08-14-2019	Uplift Modeling for Multiple Treatments with Cost Optimization by Zhenyu Zhao et al
08-15-2019	Kernel Sketching yields Kernel JL by Samory Kpotufe et al
08-16-2019	AutoER: Automated Entity Resolution using Generative Modelling by Renzhi Wu et al
08-15-2019	Convergence Behaviour of Some Gradient-Based Methods on Bilinear Games by Guojun Zhang et al
08-16-2019	Needles in Haystacks: On Classifying Tiny Objects in Large Images by Nick Pawlowski et al
08-16-2019	Higher-Order Visualization of Causal Structures in Dynamics Graphs by Vincenzo Perri et al
08-13-2019	Generative Multi-Functional Meta-Atom and Metasurface Design Networks by Sensong An et al
08-16-2019	Regression on imperfect class labels derived by unsupervised clustering by Rasmus Froberg Brøndum et al
08-16-2019	Iterative Neural Networks with Bounded Weights by Tomasz Piotrowski et al
08-14-2019	Temporal Analysis of Reddit Networks via Role Embeddings by Siobhan Grayson et al
08-16-2019	Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs by Xin Yao et al
08-14-2019	Resolvable Designs for Speeding up Distributed Computing by Konstantinos Konstantinidis et al
08-13-2019	Adaptive Learning of Aggregate Analytics under Dynamic Workloads by Fotis Savva et al
08-14-2019	A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN by Grigorios G. Anagnostopoulos et al
08-13-2019	Entity-aware ELMo: Learning Contextual Entity Representation for Entity Disambiguation by Hamed Shahbazi et al
08-14-2019	Heuristic Dynamic Programming for Adaptive Virtual Synchronous Generators by Sepehr Saadatmand et al
08-15-2019	Linear Stochastic Bandits Under Safety Constraints by Sanae Amani et al
08-15-2019	DeepHuMS: Deep Human Motion Signature for 3D Skeletal Sequences by Neeraj Battan et al
08-13-2019	Null Space Analysis for Class-Specific Discriminant Learning by Jenni Raitoharju et al
08-16-2019	MFA is a Waste of Time! Understanding Negative Connotation Towards MFA Applications via User Generated Content by Sanchari Das et al
08-16-2019	The Partial Response Network by Paulo J. G. Lisboa et al
08-14-2019	Towards automated symptoms assessment in mental health by Maxim Osipov
08-15-2019	Safe global optimization of expensive noisy black-box functions in the δδ-Lipschitz framework by Yaroslav D. Sergeyev et al
08-13-2019	GraphSW: a training protocol based on stage-wise training for GNN-based Recommender Model by Chang-You Tai et al
08-16-2019	Sub-Spectrogram Segmentation for Environmental Sound Classification via Convolutional Recurrent Neural Network and Score Level Fusion by Tianhao Qiao et al
08-14-2019	Mixed pooling of seasonality in time series pallet forecasting by Hyunji Moon et al
08-15-2019	Bypass Enhancement RGB Stream Model for Pedestrian Action Recognition of Autonomous Vehicles by Dong Cao et al
08-14-2019	Towards Making the Most of BERT in Neural Machine Translation by Jiacheng Yang et al
08-15-2019	Transformer-based Automatic Post-Editing with a Context-Aware Encoding Approach for Multi-Source Inputs by WonKee Lee et al
08-14-2019	Automatic detection and diagnosis of sacroiliitis in CT scans as incidental findings by Yigal Shenkman et al
08-16-2019	NUQSGD: Improved Communication Efficiency for Data-parallel SGD via Nonuniform Quantization by Ali Ramezani-Kebrya et al
08-14-2019	Interpretable Encrypted Searchable Neural Networks by Kai Chen et al
08-14-2019	Double-Coupling Learning for Multi-Task Data Stream Classification by Yingzhong Shi et al
08-15-2019	Using Wasserstein-2 regularization to ensure fair decisions with Neural-Network classifiers by Laurent Risser et al
08-15-2019	Multitask and Transfer Learning for Autotuning Exascale Applications by Wissam M. Sid-Lakhdar et al
08-13-2019	Aggregating Votes with Local Differential Privacy: Usefulness, Soundness vs. Indistinguishability by Shaowei Wang et al
08-14-2019	On the Robustness of Projection Neural Networks For Efficient Text Representation: An Empirical Study by Chinnadhurai Sankar et al
08-16-2019	Convex geometry of the Coding problem for error constrained Dictionary Learning by Mohammed Rayyan Sheriff et al
08-13-2019	ConfigTron: Tackling network diversity with heterogeneous configurations by Usama Naseer et al
08-16-2019	An Exploratory Analysis of the Latent Structure of Process Data via Action Sequence Autoencoder by Xueying Tang et al
08-15-2019	Learning Sub-Sampling and Signal Recovery with Applications in Ultrasound Imaging by Iris A. M. Huijben et al
08-15-2019	Experimental performance of graph neural networks on random instances of max-cut by Weichi Yao et al
08-15-2019	Automated classification of plasma regions using 3D particle energy distribution by Vyacheslav Olshevsky et al