2020.01.13 Learning papers

01-09-2020	Shallow Encoder Deep Decoder (SEDD) Networks for Image Encryption and Decryption by Chirag Gupta
01-10-2020	Explaining the Explainer: A First Theoretical Analysis of LIME by Damien Garreau et al
01-09-2020	Trajectron++: Multi-Agent Generative Trajectory Forecasting With Heterogeneous Data for Control by Tim Salzmann et al
01-08-2020	Censored Quantile Regression Forest by Alexander Hanbo Li et al
01-07-2020	Poly-time universality and limitations of deep learning by Emmanuel Abbe et al
01-08-2020	To Transfer or Not to Transfer: Misclassification Attacks Against Transfer Learned Text Classifiers by Bijeeta Pal et al
01-08-2020	MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius by Runtian Zhai et al
01-07-2020	Multimodal Semantic Transfer from Text to Image. Fine-Grained Image Classification by Distributional Semantics by Simon Donig et al
01-09-2020	Dont Judge an Object by Its Context: Learning to Overcome Contextual Bias by Krishna Kumar Singh et al
01-09-2020	DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection by Liming Jiang et al
01-10-2020	A new approach for trading based on Long Short Term Memory technique by Zineb Lanbouri et al
01-09-2020	What is the Value of Data? On Mathematical Methods for Data Quality Estimation by Netanel Raviv et al
01-09-2020	D-GCCA: Decomposition-based Generalized Canonical Correlation Analysis for Multiple High-dimensional Datasets by Hai Shu et al
01-07-2020	Fast and robust multiplane single molecule localization microscopy using deep neural network by Toshimitsu Aritake et al
01-07-2020	IMLI: An Incremental Framework for MaxSAT-Based Learning of Interpretable Classification Rules by Bishwamittra Ghosh et al
01-07-2020	Causal Mosaic: Cause-Effect Inference via Nonlinear ICA and Ensemble Method by Pengzhou et al
01-07-2020	Reanalysis of Variance Reduced Temporal Difference Learning by Tengyu Xu et al
01-09-2020	Spherical Image Generation from a Single Normal Field of View Image by Considering Scene Symmetry by Takayuki Hara et al
01-08-2020	Explainable Deep Convolutional Candlestick Learner by Jun-Hao Chen et al
01-08-2020	iDLG: Improved Deep Leakage from Gradients by Bo Zhao et al
01-08-2020	Dont Forget The Past: Recurrent Depth Estimation from Monocular Video by Vaishakh Patil et al
01-09-2020	How to trap a gradient flow by Sébastien Bubeck et al
01-10-2020	Pruning Convolutional Neural Networks with Self-Supervision by Mathilde Caron et al
01-10-2020	A Two-step-training Deep Learning Framework for Real-time Computational Imaging without Physics Priors by Ruibo Shang et al
01-09-2020	Regularity and stability of feedback relaxed controls by Christoph Reisinger et al
01-10-2020	SUPAID: A Rule mining based method for automatic rollout decision aid for supervisors in fleet management systems by Sahil Manchanda et al
01-10-2020	Inductive Document Network Embedding with Topic-Word Attention by Robin Brochier et al
01-09-2020	Virtual to Real adaptation of Pedestrian Detectors for Smart Cities by Luca Ciampi et al
01-09-2020	Efficient Memory Management for Deep Neural Net Inference by Yury Pisarchyk et al
01-10-2020	A sequential resource investment planning framework using reinforcement learning and simulation-based optimization: A case study on microgrid storage expansion by S. Tsianikas et al
01-07-2020	A kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy by Alberto García-González et al
01-08-2020	Convolutional Networks with Dense Connectivity by Gao Huang et al
01-09-2020	Closed-loop deep learning: generating forward models with back-propagation by Sama Daryanavard et al
01-08-2020	Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods by Hilal Hacilar et al
01-08-2020	Lifted Hybrid Variational Inference by Yuqiao Chen et al
01-08-2020	An improved online learning algorithm for general fuzzy min-max neural network by Thanh Tung Khuat et al
01-08-2020	Training Progressively Binarizing Deep Networks Using FPGAs by Corey Lammie et al
01-08-2020	EEG-based Drowsiness Estimation for Driving Safety using Deep Q-Learning by Yurui Ming et al
01-07-2020	PaRoT: A Practical Framework for Robust Deep Neural Network Training by Edward Ayers et al
01-08-2020	A Comparative Study on Crime in Denver City Based on Machine Learning and Data Mining by Md. Aminur Rab Ratul
01-10-2020	Solving inverse-PDE problems with physics-aware neural networks by Samira Pakravan et al
01-09-2020	Deep Network Approximation for Smooth Functions by Jianfeng Lu et al
01-07-2020	Resource-Efficient Neural Networks for Embedded Systems by Wolfgang Roth et al
01-07-2020	Paraphrase Generation with Latent Bag of Words by Yao Fu et al
01-07-2020	On Thompson Sampling for Smoother-than-Lipschitz Bandits by James A. Grant et al
01-08-2020	Latent Factor Analysis of Gaussian Distributions under Graphical Constraints by Md Mahmudul Hasan et al
01-09-2020	Neural Network Tomography by Liang Ma et al
01-07-2020	Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis by Qin Wang et al
01-08-2020	Learning to Encode and Classify Test Executions by Foivos Tsimpourlas et al
01-10-2020	Multi-layer Optimizations for End-to-End Data Analytics by Amir Shaikhha et al
01-10-2020	Temporally Folded Convolutional Neural Networks for Sequence Forecasting by Matthias Weissenbacher
01-07-2020	Regularization via Structural Label Smoothing by Weizhi Li et al
01-07-2020	CNN 101: Interactive Visual Learning for Convolutional Neural Networks by Zijie J. Wang et al
01-07-2020	Prediction of Drug Synergy by Ensemble Learning by Işıksu Ekşioğlu et al
01-08-2020	Convolutional-Recurrent Neural Networks on Low-Power Wearable Platforms for Cardiac Arrhythmia Detection by Antonino Faraone et al
01-09-2020	Secure multiparty computations in floating-point arithmetic by Chuan Guo et al
01-09-2020	Probabilistic K-means Clustering via Nonlinear Programming by Yujian Li et al
01-09-2020	Supporting supervised learning in fungal Biosynthetic Gene Cluster discovery: new benchmark datasets by Hayda Almeida et al
01-10-2020	Data-Dependence of Plateau Phenomenon in Learning with Neural Network --- Statistical Mechanical Analysis by Yuki Yoshida et al
01-10-2020	microbatchGAN: Stimulating Diversity with Multi-Adversarial Discrimination by Gonçalo Mordido et al
01-07-2020	Sparse Weight Activation Training by Md Aamir Raihan et al
01-07-2020	Visual-Semantic Graph Attention Network for Human-Object Interaction Detection by Zhijun Liang et al
01-09-2020	Online Memorization of Random Firing Sequences by a Recurrent Neural Network by Patrick Murer et al
01-07-2020	State Transition Modeling of the Smoking Behavior using LSTM Recurrent Neural Networks by Chrisogonas O. Odhiambo et al
01-08-2020	Machine learning enables completely automatic tuning of a quantum device faster than human experts by H. Moon et al
01-08-2020	Learning Generative Models using Denoising Density Estimators by Siavash A. Bigdeli et al
01-08-2020	Coupled Tensor Completion via Low-rank Tensor Ring by Huyan Huang et al
01-10-2020	Entropy Regularized Power k-Means Clustering by Saptarshi Chakraborty et al
01-08-2020	Deep Time-Stream Framework for Click-Through Rate Prediction by Tracking Interest Evolution by Shu-Ting Shi et al
01-07-2020	Scalable Hybrid HMM with Gaussian Process Emission for Sequential Time-series Data Clustering by Yohan Jung et al
01-07-2020	Federated Learning for Localization: A Privacy-Preserving Crowdsourcing Method by Bekir Sait Ciftler et al
01-07-2020	High-Level Plan for Behavioral Robot Navigation with Natural Language Directions and R-NET by Amar Shrestha et al
01-07-2020	Context-Aware Design of Cyber-Physical Human Systems (CPHS) by Supratik Mukhopadhyay et al
01-09-2020	Privacy-Preserving Deep Learning Computation for Geo-Distributed Medical Big-Data Platforms by Joohyung Jeon et al
01-07-2020	μμVulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection by Deqing Zou et al
01-08-2020	Learning Dynamic and Personalized Comorbidity Networks from Event Data using Deep Diffusion Processes by Zhaozhi Qian et al
01-07-2020	HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline by Richard Liaw et al
01-08-2020	SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition by Zhixuan Lin et al
01-08-2020	Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data by Xi Yan et al
01-09-2020	Learning to Multi-Task Learn for Better Neural Machine Translation by Poorya Zaremoodi et al
01-07-2020	SUR-FeatNet: Predicting the Satisfied User Ratio Curvefor Image Compression with Deep Feature Learning by Hanhe Lin et al
01-09-2020	Population-Guided Parallel Policy Search for Reinforcement Learning by Whiyoung Jung et al
01-09-2020	Spatial-Temporal Transformer Networks for Traffic Flow Forecasting by Mingxing Xu et al
01-09-2020	Sampling Prediction-Matching Examples in Neural Networks: A Probabilistic Programming Approach by Serena Booth et al
01-08-2020	Questioning the AI: Informing Design Practices for Explainable AI User Experiences by Q. Vera Liao et al
01-08-2020	Quantum subspace alignment for domain adaptation by Xi He et al
01-08-2020	Semi-Sequential Probabilistic Model For Indoor Localization Enhancement by Minh Tu Hoang et al
01-09-2020	Adaptive Stopping Rule for Kernel-based Gradient Descent Algorithms by Xiangyu Chang et al
01-09-2020	Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models by Shuo Wang et al
01-09-2020	Campfire: Compressable, Regularization-Free, Structured Sparse Training for Hardware Accelerators by Noah Gamboa et al
01-07-2020	VC-dimensions of nondeterministic finite automata for words of equal length by Bjørn Kjos-Hanssen et al
01-09-2020	Internal representation dynamics and geometry in recurrent neural networks by Stefan Horoi et al
01-07-2020	Aggressive Perception-Aware Navigation using Deep Optical Flow Dynamics and PixelMPC by Keuntaek Lee et al
01-09-2020	Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction by Zhenhua Shi et al
01-08-2020	Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning by Wenqing Li et al
01-07-2020	Stochastic Local Interaction Model: Geostatistics without Kriging by Dionissios T. Hristopulos et al
01-07-2020	Infinite-Horizon Differentiable Model Predictive Control by Sebastian East et al
01-09-2020	A Connection between Feedback Capacity and Kalman Filter for Colored Gaussian Noises by Song Fang et al
01-08-2020	Contextual Constrained Learning for Dose-Finding Clinical Trials by Hyun-Suk Lee et al
01-08-2020	Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning by Yixing Huang et al
01-10-2020	Guess First to Enable Better Compression and Adversarial Robustness by Sicheng Zhu et al
01-10-2020	Choosing the Sample with Lowest Loss makes SGD Robust by Vatsal Shah et al
01-10-2020	Adaptive Anomaly Detection for IoT Data in Hierarchical Edge Computing by Mao V. Ngo et al
01-07-2020	Stochastic Weight Averaging in Parallel: Large-Batch Training that Generalizes Well by Vipul Gupta et al
01-07-2020	FedDANE: A Federated Newton-Type Method by Tian Li et al
01-07-2020	Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems by Isabelle Leang et al
01-08-2020	Streaming automatic speech recognition with the transformer model by Niko Moritz et al
01-08-2020	Least squares binary quantization of neural networks by Hadi Pouransari et al
01-09-2020	Supervised Hyperalignment for multi-subject fMRI data alignment by Muhammad Yousefnezhad et al
01-09-2020	Diagnosing Colorectal Polyps in the Wild with Capsule Networks by Rodney LaLonde et al
01-08-2020	On Interpretability of Artificial Neural Networks by Fenglei Fan et al
01-08-2020	A Soft Recommender System for Social Networks by Marzieh Pourhojjati-Sabet et al
01-07-2020	Blue River Controls: A toolkit for Reinforcement Learning Control Systems on Hardware by Kirill Polzounov et al
01-07-2020	The Past and Present of Imitation Learning: A Citation Chain Study by Nishanth Kumar
01-09-2020	The Counterfactual χχ-GAN by Amelia J. Averitt et al
01-09-2020	Performance-Oriented Neural Architecture Search by Andrew Anderson et al
01-08-2020	A Correspondence Analysis Framework for Author-Conference Recommendations by Rahul Radhakrishnan Iyer et al
01-07-2020	Learning Speaker Embedding with Momentum Contrast by Ke Ding et al
01-07-2020	Minimum entropy production in multipartite processes due to neighborhood constraints by David H Wolpert
01-08-2020	On Computation and Generalization of Generative Adversarial Imitation Learning by Minshuo Chen et al
01-08-2020	Self-guided Approximate Linear Programs by Parshan Pakiman et al
01-09-2020	Theory In, Theory Out: How social theory can solve problems that machine learning cant by Jason Radford et al
01-09-2020	Camera-Based Adaptive Trajectory Guidance via Neural Networks by Aditya Rajguru et al
01-07-2020	Multi-Agent Deep Reinforcement Learning for Cooperative Connected Vehicles by Dohyun Kwon et al
01-08-2020	Addressing Value Estimation Errors in Reinforcement Learning with a State-Action Return Distribution Function by Jingliang Duan et al
01-08-2020	An Internal Covariate Shift Bounding Algorithm for Deep Neural Networks by Unitizing Layers Outputs by You Huang et al
01-09-2020	Open Domain Question Answering Using Web Tables by Kaushik Chakrabarti et al
01-09-2020	Identifying Distinct, Effective Treatments for Acute Hypotension with SODA-RL: Safely Optimized Diverse Accurate Reinforcement Learning by Joseph Futoma et al
01-09-2020	A Collaborative Learning Framework via Federated Meta-Learning by Sen Lin et al
01-08-2020	Stochastic probabilistic programs by David Tolpin et al
01-08-2020	Sample-based Distributional Policy Gradient by Rahul Singh et al
01-08-2020	SGD with Hardness Weighted Sampling for Distributionally Robust Deep Learning by Lucas Fidon et al
01-09-2020	Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs by Marcel Hildebrandt et al
01-08-2020	Gradient Boosting on Decision Trees for Mortality Prediction in Transcatheter Aortic Valve Implantation by Marco Mamprin et al
01-08-2020	A Nonparametric Offpolicy Policy Gradient by Samuele Tosatto et al
01-07-2020	A machine learning based plasticity model using proper orthogonal decomposition by Dengpeng Huang et al
01-10-2020	Machine Learning Approaches for Amharic Parts-of-speech Tagging by Ibrahim Gashaw et al
01-08-2020	Cloud-based Image Classification Service Is Not Robust To Adversarial Examples: A Forgotten Battlefield by Dou Goodman
01-07-2020	Multitask learning over graphs by Roula Nassif et al
01-08-2020	A Group Norm Regularized LRR Factorization Model for Spectral Clustering by Xishun Wang et al
01-07-2020	VisionNet: A Drivable-space-based Interactive Motion Prediction Network for Autonomous Driving by Yanliang Zhu et al
01-07-2020	On-the-fly Prediction of Protein Hydration Densities and Free Energies using Deep Learning by Ahmadreza Ghanbarpour et al
01-10-2020	Deep Interactive Reinforcement Learning for Path Following of Autonomous Underwater Vehicle by Qilei Zhang et al
01-10-2020	Learning credit assignment by Chan Li et al
01-10-2020	Two Applications of Deep Learning in the Physical Layer of Communication Systems by Emil Björnson et al
01-08-2020	Deep Learning for Free-Hand Sketch: A Survey by Peng Xu
01-07-2020	Blockchain-based Smart-IoT Trust Zone Measurement Architecture by Jawad Ali et al
01-09-2020	Guidelines for enhancing data locality in selected machine learning algorithms by Imen Chakroun et al
01-07-2020	Softmax-based Classification is k-means Clustering: Formal Proof, Consequences for Adversarial Attacks, and Improvement through Centroid Based Tailoring by Sibylle Hess et al
01-07-2020	Intrinsic Motivation and Episodic Memories for Robot Exploration of High-Dimensional Sensory Spaces by Guido Schillaci et al
01-07-2020	Backtracking Gradient Descent allowing unbounded learning rates by Tuyen Trung Truong
01-07-2020	Automatic Melody Harmonization with Triad Chords: A Comparative Study by Yin-Cheng Yeh et al
01-07-2020	Inferring Convolutional Neural Networks accuracies from their architectural characterizations by Duc Hoang et al
01-07-2020	Generalized mean shift with triangular kernel profile by Sébastien Razakarivony et al
01-10-2020	Time-Varying Graph Learning with Constraints on Graph Temporal Variation by Koki Yamada et al