2019.12.29 Learning papers

12-27-2019	nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks by Kin Wai Cheuk et al
12-25-2019	Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection by Guangxiang Zhao et al
12-27-2019	Predicting Attributes of Nodes Using Network Structure by Sarwan Ali et al
12-27-2019	Deep Transfer Learning Based Downlink Channel Prediction for FDD Massive MIMO Systems by Yuwen Yang et al
12-25-2019	Learn to Segment Retinal Lesions and Beyond by Qijie Wei et al
12-25-2019	A Time Attention based Fraud Transaction Detection Framework by Longfei Li et al
12-24-2019	TF3P: Three-dimensional Force Fields Fingerprint Learned by Deep Capsular Network by Yanxing Wang et al
12-24-2019	An Analisys of Application Logs with Splunk : developing an App for the synthetic analysis of data and security incidents by Roberto Bruzzese
12-26-2019	Evolutionary Clustering via Message Passing by Natalia M. Arzeno et al
12-24-2019	An Analysis of the Expressiveness of Deep Neural Network Architectures Based on Their Lipschitz Constants by SiQi Zhou et al
12-26-2019	Parameter Free Clustering with Cluster Catch Digraphs (Technical Report) by Artür Manukyan et al
12-25-2019	InSphereNet: a Concise Representation and Classification Method for 3D Object by Hui Cao et al
12-26-2019	Variational Metric Scaling for Metric-Based Meta-Learning by Jiaxin Chen et al
12-24-2019	Broad Learning System Based on Maximum Correntropy Criterion by Yunfei Zheng et al
12-26-2019	Learning with Wasserstein barycenters and applications by G. Domazakis et al
12-25-2019	Utterance-level Permutation Invariant Training with Latency-controlled BLSTM for Single-channel Multi-talker Speech Separation by Lu Huang et al
12-27-2019	Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation by Hao Tang et al
12-24-2019	Comparison of the P300 detection accuracy related to the BCI speller and image recognition scenarios by S. A. Karimi et al
12-24-2019	Large Scale Learning of General Visual Representations for Transfer by Alexander Kolesnikov et al
12-26-2019	EVA: An Encrypted Vector Arithmetic Language and Compiler for Efficient Homomorphic Computation by Roshan Dathathri et al
12-26-2019	IS Attention All What You Need? -- An Empirical Investigation on Convolution-Based Active Memory and Self-Attention by Thomas Dowdell et al
12-25-2019	Alpha Discovery Neural Network based on Prior Knowledge by Jie Fang et al
12-27-2019	The Chi-Square Test of Distance Correlation by Cencheng Shen et al
12-25-2019	The Application of Machine Learning Techniques for Predicting Results in Team Sport: A Review by Rory Bunker et al
12-24-2019	SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks by Alex Lamb et al
12-25-2019	Multiple Pretext-Task for Self-Supervised Learning via Mixing Multiple Image Transformations by Shin'ya Yamaguchi et al
12-24-2019	CProp: Adaptive Learning Rate Scaling from Past Gradient Conformity by Konpat Preechakul et al
12-27-2019	Nonlinear Markov Clustering by Minimum Curvilinear Sparse Similarity by C. Duran et al
12-26-2019	Sparse Optimization on General Atomic Sets: Greedy and Forward-Backward Algorithms by Thomas Zhang
12-26-2019	Spurious Local Minima of Shallow ReLU Networks Conform with the Symmetry of the Target Model by Yossi Arjevani et al
12-26-2019	Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation by Kexin Huang et al
12-25-2019	Score and Lyrics-Free Singing Voice Generation by Jen-Yu Liu et al
12-25-2019	Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation by Haiyue Song et al
12-25-2019	Development of Use-specific High Performance Cyber-Nanomaterial Optical Detectors by Effective Choice of Machine Learning Algorithms by Davoud Hejazi et al
12-26-2019	Anomalous Communications Detection in IoT Networks Using Sparse Autoencoders by Mustafizur Rahman Shahid et al
12-24-2019	Computation Reallocation for Object Detection by Feng Liang et al
12-24-2019	mRMR-DNN with Transfer Learning for IntelligentFault Diagnosis of Rotating Machines by Vikas Singh et al
12-24-2019	Attention-Aware Answers of the Crowd by Jingzheng Tu et al
12-25-2019	Scalable Gaussian Process Regression for Kernels with a Non-Stationary Phase by Jan Graßhoff et al
12-26-2019	DeGAN : Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier by Sravanti Addepalli et al
12-24-2019	Probabilistic Filtered Soft Labels for Domain Adaptation by Wei Wang et al
12-24-2019	Neural Subgraph Isomorphism Counting by Xin Liu et al
12-25-2019	Deep Graph Similarity Learning: A Survey by Guixiang Ma et al
12-26-2019	Efficient Training of Deep Classifiers for Wireless Source Identification using Test SNR Estimates by Xingchen Wang et al
12-27-2019	Statistical Agnostic Mapping: a Framework in Neuroimaging based on Concentration Inequalities by J M Gorriz et al
12-26-2019	Quasi-Newton Trust Region Policy Optimization by Devesh Jha et al
12-27-2019	Comparative Analysis of Predictive Methods for Early Assessment of Compliance with Continuous Positive Airway Pressure Therapy by Xavier Rafael-Palou et al
12-24-2019	Learning performance in inverse Ising problems with sparse teacher couplings by Alia Abbara et al
12-25-2019	Effective Data Augmentation with Multi-Domain Learning GANs by Shin'ya Yamaguchi et al
12-27-2019	Worst-Case Polynomial-Time Exact MAP Inference on Discrete Models with Global Dependencies by Alexander Bauer et al
12-24-2019	Safe Sample Screening for Robust Support Vector Machine by Zhou Zhai et al
12-24-2019	On Sharing Models Instead of Data using Mimic learning for Smart Health Applications by Mohamed Baza et al
12-24-2019	Optimal short-term memory before the edge of chaos in driven random recurrent networks by Taichi Haruna et al
12-26-2019	A Comparative Study on Machine Learning Algorithms for the Control of a Wall Following Robot by Issam Hammad et al
12-26-2019	Benchmarking Adversarial Robustness by Yinpeng Dong et al
12-26-2019	Domain Adaptation Regularization for Spectral Pruning by Laurent Dillard et al
12-27-2019	A 3D-Deep-Learning-based Augmented Reality Calibration Method for Robotic Environments using Depth Sensor Data by Linh Kästner et al
12-27-2019	Deep Learning for 3D Point Clouds: A Survey by Yulan Guo et al
12-25-2019	Thermostatic control for demand response using distributed averaging and deep neural networks by Kshitij Singh et al
12-25-2019	Hybrid MemNet for Extractive Summarization by Abhishek Kumar Singh et al
12-24-2019	Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro by Du Phan et al
12-25-2019	Deep Learning-based Vehicle Behaviour Prediction For Autonomous Driving Applications: A Review by Sajjad Mozaffari et al
12-25-2019	Learning Controllable Disentangled Representations with Decorrelation Regularization by Zengjie Song et al
12-27-2019	Projection pursuit based on Gaussian mixtures and evolutionary algorithms by Luca Scrucca et al
12-27-2019	Learning by Cheating by Dian Chen et al
12-24-2019	Robustness of Brain Tumor Segmentation by Sabine Müller et al
12-24-2019	TRADI: Tracking deep neural network weight distributions by Gianni Franchi et al
12-27-2019	Quantum Logic Gate Synthesis as a Markov Decision Process by M. Sohaib Alam
12-25-2019	Look, Listen, and Act: Towards Audio-Visual Embodied Navigation by Chuang Gan et al
12-25-2019	Neural ODEs for Image Segmentation with Level Sets by Rafael Valle et al
12-24-2019	Cronus: Robust and Heterogeneous Collaborative Learning with Black-Box Knowledge Transfer by Hongyan Chang et al
12-24-2019	ADD-Lib: Decision Diagrams in Practice by Frederik Gossen et al
12-26-2019	Convergence and sample complexity of gradient methods for the model-free linear quadratic regulator problem by Hesameddin Mohammadi et al
12-25-2019	Confounder Selection via Support Intersection by Shinyuu Lee et al
12-27-2019	Graduate Employment Prediction with Bias by Teng Guo et al
12-27-2019	Deep progressive multi-scale attention for acoustic event classification by Xugang Lu et al
12-24-2019	Online Algorithms for Multiclass Classification using Partial Labels by Rajarshi Bhattacharjee et al
12-26-2019	OCCER- One-Class Classification by Ensembles of Regression models by Amir Ahmad et al
12-27-2019	Emergence of Network Motifs in Deep Neural Networks by Matteo Zambra et al
12-26-2019	Learning Hybrid Representation by Robust Dictionary Learning in Factorized Compressed Space by Jiahuan Ren et al
12-27-2019	Combining Deep Learning and Verification for Precise Object Instance Detection by Siddharth Ancha et al
12-24-2019	A Study of the Learnability of Relational Properties (Model Counting Meets Machine Learning) by Muhammad Usman et al
12-26-2019	A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning by Filippos Gouidis et al
12-24-2019	A Drug Recommendation System (Dr.S) for cancer cell lines by Marleen Balvert et al
12-27-2019	Efficient Data Analytics on Augmented Similarity Triplets by Muhammad Ahmad et al
12-27-2019	Characterizing and Detecting Money Laundering Activities on the Bitcoin Network by Yining Hu et al
12-24-2019	Characterizing the Decision Boundary of Deep Neural Networks by Hamid Karimi et al
12-24-2019	Attack-Resistant Federated Learning with Residual-based Reweighting by Shuhao Fu et al
12-26-2019	Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets by Mingrui Liu et al
12-27-2019	Split Learning for collaborative deep learning in healthcare by Maarten G. Poirot et al
12-24-2019	Meta-Learning PAC-Bayes Priors in Model Averaging by Yimin Huang et al
12-24-2019	Mining User Behaviour from Smartphone data, a literature review by Valentino Servizi et al
12-24-2019	Assessing differentially private deep learning with Membership Inference by Daniel Bernau et al
12-27-2019	Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach by Jun Wang et al
12-24-2019	Federated Imitation Learning: A Novel Framework for Cloud Robotic Systems with Heterogeneous Sensor Data by Boyi Liu et al
12-24-2019	Focusing and Diffusion: Bidirectional Attentive Graph Convolutional Networks for Skeleton-based Action Recognition by Jialin Gao et al
12-24-2019	Pruning Deep Neural Networks Architectures with Evolution Strategy by Francisco Erivaldo Fernandes Junior et al
12-27-2019	Learning Neural Activations by Fayyaz ul Amir Afsar Minhas et al
12-24-2019	Integration of Static and Dynamic Analysis for Malware Family Classification with Composite Neural Network by Yao Saint Yen et al
12-24-2019	Audio-based automatic mating success prediction of giant pandas by WeiRan Yan et al
12-26-2019	Software Effort Estimation using Neuro Fuzzy Inference System: Past and Present by Aditi Sharma et al
12-25-2019	Unity in Diversity: Learning Distributed Heterogeneous Sentence Representation for Extractive Summarization by Abhishek Kumar Singh et al
12-25-2019	Feature-Attention Graph Convolutional Networks for Noise Resilient Learning by Min Shi et al
12-25-2019	Multi-Label Graph Convolutional Network Representation Learning by Min Shi et al
12-27-2019	Quaternion Equivariant Capsule Networks for 3D Point Clouds by Yongheng Zhao et al
12-27-2019	Fast Generalized Matrix Regression with Applications in Machine Learning by Haishan Ye et al
12-24-2019	Multi-Graph Transformer for Free-Hand Sketch Recognition by Peng Xu et al
12-26-2019	Short Isometric Shapelet Transform for Binary Time Series Classification by Weibo Shu et al
12-26-2019	Efficient Adversarial Training with Transferable Adversarial Examples by Haizhong Zheng et al