2019.08.11 Learning papers

08-09-2019	Behaviour Suite for Reinforcement Learning by Ian Osband et al
08-09-2019	VisualBERT: A Simple and Performant Baseline for Vision and Language by Liunian Harold Li et al
08-08-2019	ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection by Yuma Koizumi et al
08-10-2019	AutoGAN: Neural Architecture Search for Generative Adversarial Networks by Xinyu Gong et al
08-08-2019	Variational Bayes on Manifolds by Minh-Ngoc Tran et al
08-11-2019	GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data Distributions by Jogendra Nath Kundu et al
08-09-2019	Reconstructing commuters network using machine learning and urban indicators by Gabriel Spadon et al
08-09-2019	Probabilistic Models with Deep Neural Networks by Andrés R. Masegosa et al
08-09-2019	Transferable Representation Learning in Vision-and-Language Navigation by Haoshuo Huang et al
08-10-2019	DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better by Orest Kupyn et al
08-08-2019	On the Variance of the Adaptive Learning Rate and Beyond by Liyuan Liu et al
08-08-2019	Multi Scale Supervised 3D U-Net for Kidney and Tumor Segmentation by Wenshuai Zhao et al
08-09-2019	LSTM-based Flow Prediction by Hongzhi Wang et al
08-08-2019	Uncheatable Machine Learning Inference by Mustafa Canim et al
08-09-2019	Deep Kernel Learning for Clustering by Chieh Wu et al
08-09-2019	Bayesian Inference for Large Scale Image Classification by Jonathan Heek et al
08-08-2019	Trajectory-wise Control Variates for Variance Reduction in Policy Gradient Methods by Ching-An Cheng et al
08-09-2019	Emotionless: Privacy-Preserving Speech Analysis for Voice Assistants by Ranya Aloufi et al
08-09-2019	BERT-based Ranking for Biomedical Entity Normalization by Zongcheng Ji et al
08-09-2019	Recent Advances in Deep Learning for Object Detection by Xiongwei Wu et al
08-09-2019	Fully Convolutional Search Heuristic Learning for Rapid Path Planners by Yuka Ariki et al
08-09-2019	Zero-shot Feature Selection via Exploiting Semantic Knowledge by Zheng Wang et al
08-09-2019	Multivariate Convolutional Sparse Coding with Low Rank Tensor by Pierre Humbert et al
08-11-2019	A Review of Cooperative Multi-Agent Deep Reinforcement Learning by Afshin OroojlooyJadid et al
08-09-2019	Natural-Logarithm-Rectified Activation Function in Convolutional Neural Networks by Yang Liu et al
08-09-2019	Hyper Vision Net: Kidney Tumor Segmentation Using Coordinate Convolutional Layer and Attention Unit by D. Sabarinathan et al
08-08-2019	Random Sum-Product Forests with Residual Links by Fabrizio Ventola et al
08-09-2019	Distance Map Loss Penalty Term for Semantic Segmentation by Francesco Caliva et al
08-10-2019	Conditional Generative Adversarial Networks for Data Augmentation and Adaptation in Remotely Sensed Imagery by Jonathan Howe et al
08-08-2019	Vision-based Navigation Using Deep Reinforcement Learning by Jonáš Kulhánek et al
08-11-2019	Efficiency and Scalability of Multi-Lane Capsule Networks (MLCN) by Vanderson M. do Rosario et al
08-10-2019	Deep Dexterous Grasping of Novel Objects from a Single View by Umit Rusen Aktas et al
08-11-2019	Unsupervised Neural Quantization for Compressed-Domain Similarity Search by Stanislav Morozov et al
08-09-2019	On the Adversarial Robustness of Neural Networks without Weight Transport by Mohamed Akrout
08-10-2019	DeepAISE -- An End-to-End Development and Deployment of a Recurrent Neural Survival Model for Early Prediction of Sepsis by Supreeth P. Shashikumar et al
08-08-2019	That which we call private by Úlfar Erlingsson et al
08-09-2019	Catching the Phish: Detecting Phishing Attacks using Recurrent Neural Networks (RNNs) by Lukas Halgas et al
08-09-2019	Group Pruning using a Bounded-Lp norm for Group Gating and Regularization by Chaithanya Kumar Mummadi et al
08-09-2019	Learning physics-based reduced-order models for a single-injector combustion process by Renee Swischuk et al
08-09-2019	Tracking Temporal Evolution of Network Activity for Botnet Detection by Kapil Sinha et al
08-10-2019	Learning to Explore in Motion and Interaction Tasks by Miroslav Bogdanovic et al
08-09-2019	Adaptive Ensemble of Classifiers with Regularization for Imbalanced Data Classification by Chen Wang et al
08-09-2019	Repetitive Reprediction Deep Decipher for Semi-Supervised Learning by Guo-Hua Wang et al
08-09-2019	TEASER: Early and Accurate Time Series Classification by P. Schäfer et al
08-09-2019	Gradient Boosting Survival Tree with Applications in Credit Scoring by Miaojun Bai et al
08-08-2019	Universal Adversarial Audio Perturbations by Sajjad Abdoli et al
08-09-2019	A Survey of Tuning Parameter Selection for High-dimensional Regression by Yunan Wu et al
08-11-2019	DynaNet: Neural Kalman Dynamical Model for Motion Estimation and Prediction by Changhao Chen et al
08-10-2019	Automatic acute ischemic stroke lesion segmentation using semi-supervised learning by Bin Zhao et al
08-10-2019	LoRMIkA: Local Rule-based Model Interpretability with k-optimal Associations by Dilini Rajapaksha et al
08-08-2019	Learning to Grasp from 2.5D images: a Deep Reinforcement Learning Approach by Alessia Bertugli et al
08-10-2019	Large-scale Traffic Signal Control Using a Novel Multi-Agent Reinforcement Learning by Xiaoqiang Wang et al
08-09-2019	Enforcing Perceptual Consistency on Generative Adversarial Networks by Using the Normalised Laplacian Pyramid Distance by Alexander Hepburn et al
08-11-2019	Enhanced Seismic Imaging with Predictive Neural Networks for Geophysics by Ping Lu et al
08-10-2019	User independent Emotion Recognition with Residual Signal-Image Network by Guanghao Yin et al
08-11-2019	TAPER: Time-Aware Patient EHR Representation by Sajad Darabi et al
08-10-2019	Channel Decomposition on Generative Networks by Shih-Chieh Su
08-10-2019	Modeling Engagement Dynamics of Online Discussions using Relativistic Gravitational Theory by Subhabrata Dutta et al
08-11-2019	Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning by Chuanxing Geng et al
08-09-2019	Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection by Xiaoxiao Li et al
08-10-2019	Space-time error estimates for deep neural network approximations for differential equations by Philipp Grohs et al
08-09-2019	Automatic Calibration of Dynamic and Heterogeneous Parameters in Agent-based Model by Dongjun Kim et al
08-11-2019	Almost Surely Asymptotic Freeness for Jacobian Spectrum of Deep Network by Tomohiro Hayase
08-10-2019	Supervised Negative Binomial Classifier for Probabilistic Record Linkage by Harish Kashyap K et al
08-11-2019	Deep Structured Cross-Modal Anomaly Detection by Yuening Li et al
08-11-2019	ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks by Xiaohan Ding et al
08-11-2019	Structural Similarity based Anatomical and Functional Brain Imaging Fusion by Nishant Kumar et al
08-11-2019	HBONet: Harmonious Bottleneck on Two Orthogonal Dimensions by Duo Li et al
08-10-2019	Estimation of Spectral Clustering Hyper Parameters by Sioan Zohar et al
08-10-2019	Show Me Your Account: Detecting MMORPG Game Bot Leveraging Financial Analysis with LSTM by Kyung Ho Park et al
08-10-2019	Identification of relevant diffusion MRI metrics impacting cognitive functions using a novel feature selection method by Tongda Xu et al
08-11-2019	CMB-GAN: Fast Simulations of Cosmic Microwave background anisotropy maps using Deep Learning by Amit Mishra et al
08-10-2019	Personalized Music Recommendation with Triplet Network by Haoting Liang et al
08-10-2019	Transcriptional Response of SK-N-AS Cells to Methamidophos by Akos Vertes et al
08-11-2019	Experience Reuse with Probabilistic Movement Primitives by Svenja Stark et al
08-09-2019	Concepts and Applications of Conformal Prediction in Computational Drug Discovery by Isidro Cortés-Ciriano et al
08-11-2019	Online Continual Learning with Maximally Interfered Retrieval by Rahaf Aljundi et al
08-10-2019	A theory of incremental compression by Arthur Franz et al
08-10-2019	A Critical Note on the Evaluation of Clustering Algorithms by Li Zhong et al
08-10-2019	Exploring the Effect of an Items Neighborhood on its Sellability in eCommerce by Saratchandra Indrakanti et al
08-08-2019	Identification of Effective Connectivity Subregions by Ruben Sanchez-Romero et al
08-09-2019	RuDaCoP: The Dataset for Smartphone-based Intellectual Pedestrian Navigation by Andrey Bayev et al
08-11-2019	SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks by Yuening Li et al
08-11-2019	Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables by Saber Salehkaleybar et al
08-11-2019	Data-Driven Randomized Learning of Feedforward Neural Networks by Grzegorz Dudek
08-11-2019	Learn to Compress CSI and Allocate Resources in Vehicular Networks by Liang Wang et al