Decision Making

Paper Group ANR 329

October 19, 2019

Automatic Clustering of a Network Protocol with Weakly-Supervised Clustering. Adaptive Quantum State Tomography with Neural Networks. Neural Open Information Extraction. Using transfer learning to detect galaxy mergers. Addressing Training Bias via Automated Image Annotation. Noise-resistant Deep Learning for Object Classification in 3D Point Cloud …

Paper Group ANR 342

October 19, 2019

Iterate averaging as regularization for stochastic gradient descent. Interest Point Detection based on Adaptive Ternary Coding. Hole Filling with Multiple Reference Views in DIBR View Synthesis. On the Implicit Bias of Dropout. An Investigation of Environmental Influence on the Benefits of Adaptation Mechanisms in Evolutionary Swarm Robotics. Sound …

Paper Group ANR 350

October 19, 2019

Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders. Simulated Autonomous Driving in a Realistic Driving Environment using Deep Reinforcement Learning and a Deterministic Finite State Machine. Deep Learning Model for Finding New Superconductors. A Method for Restoring the Training Set Distribution in an Image Classifier. Sec …

Paper Group ANR 351

October 19, 2019

HWNet v2: An Efficient Word Image Representation for Handwritten Documents. Computer-aided diagnosis of lung carcinoma using deep learning - a pilot study. Invariant Representations from Adversarially Censored Autoencoders. Medusa: A Scalable Interconnect for Many-Port DNN Accelerators and Wide DRAM Controller Interfaces. A Machine Learning Approac …

Paper Group ANR 355

October 19, 2019

Learning to Rank from Samples of Variable Quality. HAR-Net:Fusing Deep Representation and Hand-crafted Features for Human Activity Recognition. Synthetic Dynamic PMU Data Generation: A Generative Adversarial Network Approach. The What, the Why, and the How of Artificial Explanations in Automated Decision-Making. End-to-end Deep Learning of Optical …

Paper Group ANR 358

October 19, 2019

Improving Multiple Object Tracking with Optical Flow and Edge Preprocessing. Semantic Segmentation Refinement by Monte Carlo Region Growing of High Confidence Detections. Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection. When Conventional machine learning meets neuromorphic engineering: Deep Temporal Network …

Paper Group ANR 365

October 19, 2019

A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin. Learning Explicit Deep Representations from Deep Kernel Networks. Deep Residual Learning for Accelerated MRI using Magnitude and Phase Networks. Theoretical Foundations of the A2RD Project: Part I. On Generality …

Paper Group ANR 377

October 19, 2019

Deep Autoencoder for Combined Human Pose Estimation and body Model Upscaling. Towards Large-Scale Video Video Object Mining. Fast Online Exact Solutions for Deterministic MDPs with Sparse Rewards. Causal Bandits with Propagating Inference. Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for Sim-to-Real Domain Adaptation. GPU Acce …

Paper Group ANR 378

October 19, 2019

Security Matters: A Survey on Adversarial Machine Learning. Analyzing Language Learned by an Active Question Answering Agent. Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation. Transfer Learning from LDA to BiLSTM-CNN for Offensive Language Detection in Twitter. Machine learning regression on hyperspectral data to est …

Paper Group ANR 382

October 19, 2019

Agreement-based Learning. Using Detailed Access Trajectories for Learning Behavior Analysis. Computable Variants of AIXI which are More Powerful than AIXItl. Probabilistic Clustering Using Maximal Matrix Norm Couplings. Fast Construction of Correcting Ensembles for Legacy Artificial Intelligence Systems: Algorithms and a Case Study. On preserving n …

Paper Group ANR 386

October 19, 2019

Generating High Fidelity Images with Subscale Pixel Networks and Multidimensional Upscaling. Pay Attention to Virality: understanding popularity of social media videos with the attention mechanism. Deep reinforcement learning for search, recommendation, and online advertising: a survey. Color Sails: Discrete-Continuous Palettes for Deep Color Explo …

Paper Group ANR 398

October 19, 2019

Gaussian Word Embedding with a Wasserstein Distance Loss. Varifocal-Net: A Chromosome Classification Approach using Deep Convolutional Networks. Learning From Positive and Unlabeled Data: A Survey. Mobility Mode Detection Using WiFi Signals. The closed loop between opinion formation and personalised recommendations. Multi-task learning of daily wor …

Paper Group ANR 400

October 19, 2019

Unsupervised Image to Sequence Translation with Canvas-Drawer Networks. Beyond Bags of Words: Inferring Systemic Nets. Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network. Mobile big data analysis with machine learning. Revealing patterns in HIV viral load data and classifying pa …

Paper Group ANR 406

October 19, 2019

Artificial Intelligence and its Role in Near Future. Studying the Difference Between Natural and Programming Language Corpora. Scalable language model adaptation for spoken dialogue systems. Autonomous Vehicles that Interact with Pedestrians: A Survey of Theory and Practice. Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric …

Paper Group ANR 407

October 19, 2019

Learning Kolmogorov Models for Binary Random Variables. A review of possible effects of cognitive biases on interpretation of rule-based machine learning models. Numeral Understanding in Financial Tweets for Fine-grained Crowd-based Forecasting. Who framed Roger Reindeer? De-censorship of Facebook posts by snippet classification. A Unified Approxim …

Paper Group ANR 409

October 19, 2019

Divergence-Free Shape Interpolation and Correspondence. Style and Content Disentanglement in Generative Adversarial Networks. Quantum-inspired sublinear classical algorithms for solving low-rank linear systems. Sharp worst-case evaluation complexity bounds for arbitrary-order nonconvex optimization with inexpensive constraints. Learning-induced cat …

Paper Group ANR 426

October 18, 2019

Deep Audio-Visual Speech Recognition. VoroTop: Voronoi Cell Topology Visualization and Analysis Toolkit. Evolving Chaos: Identifying New Attractors of the Generalised Lorenz Family. An Orchestrated Empirical Study on Deep Learning Frameworks and Platforms. Cartesian Neural Network Constitutive Models for Data-driven Elasticity Imaging. Skilled Expe …

Paper Group ANR 427

October 18, 2019

Learning Abstract Options. Variational Inference for Data-Efficient Model Learning in POMDPs. Visual-Only Recognition of Normal, Whispered and Silent Speech. Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features. Implicit Autoencoders. Fidelity-based Probabilistic Q-learning for Control of Quantum Syst …

Paper Group ANR 429

October 18, 2019

French Word Recognition through a Quick Survey on Recurrent Neural Networks Using Long-Short Term Memory RNN-LSTM. Learning sparse relational transition models. Learning One-hidden-layer ReLU Networks via Gradient Descent. Memetic Graph Clustering. Effective Quantization Approaches for Recurrent Neural Networks. Online learning with feedback graphs …

Paper Group ANR 430

October 18, 2019

Automatic Generation of Text Descriptive Comments for Code Blocks. Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction. Exploring the predictability of range-based volatility estimators using RNNs. End-to-end Speech Recognition with Word-based RNN Language Models. Gaussian Process Conditional Density Estima …

Paper Group ANR 432

October 18, 2019

Tri-axial Self-Attention for Concurrent Activity Recognition. Surface Networks via General Covers. State-Denoised Recurrent Neural Networks. Texture Segmentation Based Video Compression Using Convolutional Neural Networks. Q-Map: Clinical Concept Mining from Clinical Documents. Sparsity in Variational Autoencoders. Acquisition and use of knowledge …

Paper Group ANR 438

October 18, 2019

A Formulation of Recursive Self-Improvement and Its Possible Efficiency. Tensor Embedding: A Supervised Framework for Human Behavioral Data Mining and Prediction. Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning. Nearly-tight bounds on linear regions of piecewise linear neural networks. Geometry-Based Multiple Camera …

Paper Group ANR 441

October 18, 2019

Heat Kernel analysis of Syntactic Structures. Depth Masked Discriminative Correlation Filter. Ordinal Regression using Noisy Pairwise Comparisons for Body Mass Index Range Estimation. End-to-end Learning of Convolutional Neural Net and Dynamic Programming for Left Ventricle Segmentation. Retinal Vessel Segmentation under Extreme Low Annotation: A G …

Paper Group ANR 444

October 18, 2019

Stability and Convergence Trade-off of Iterative Optimization Algorithms. Frame-based Sparse Analysis and Synthesis Signal Representations and Parseval K-SVD. Group induced graphical lasso allows for discovery of molecular pathways-pathways interactions. Randomized Smoothing SVRG for Large-scale Nonsmooth Convex Optimization. Erasure coding for dis …

Paper Group ANR 449

October 18, 2019

Model selection by minimum description length: Lower-bound sample sizes for the Fisher information approximation. Convolutional Neural Networks combined with Runge-Kutta Methods. Learning Universal Sentence Representations with Mean-Max Attention Autoencoder. Learning Visual Knowledge Memory Networks for Visual Question Answering. Extreme Learning …

Paper Group ANR 456

October 18, 2019

Temporal Information Extraction by Predicting Relative Time-lines. How Many Pairwise Preferences Do We Need to Rank A Graph Consistently?. Interactive in-base street model edit: how common GIS software and a database can serve as a custom Graphical User Interface. FA-RPN: Floating Region Proposals for Face Detection. Sensitivity and Generalization …

Paper Group ANR 463

October 18, 2019

Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition. Black-Box Autoregressive Density Estimation for State-Space Models. Finite Mixture Model of Nonparametric Density Estimation using Sampling Importance Resampling for Persistence Landscape. Learning what you can do before doing anything. Real-tim …

Paper Group ANR 475

October 18, 2019

Envy-Free Classification. Enhancing Gaussian Estimation of Distribution Algorithm by Exploiting Evolution Direction with Archive. Generative Adversarial Privacy. Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks. Learning Scheduling Algorithms for Data Processing Clusters. Towards a Fatality-A …