[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 346
October 19, 2019

Paper Group ANR 346

Totally Looks Like - How Humans Compare, Compared to Machines. Stein Variational Gradient Descent Without Gradient. On sampling from a log-concave density using kinetic Langevin diffusions. Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis. Text Classification using Capsules. Connecting …

Paper Group ANR 347

Paper Group ANR 347

October 19, 2019

Integrating Algorithmic Planning and Deep Learning for Partially Observable Navigation. FaceShop: Deep Sketch-based Face Image Editing. Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference. Auto-tuning TensorFlow Threading Model for CPU Backend. L1-(2D)2PCANet: A Deep Learning Network for Face Recognition …
Paper Group ANR 348

Paper Group ANR 348

October 19, 2019

A Stable Cardinality Distance for Topological Classification. High-dimensional estimation via sum-of-squares proofs. Robust and Resource Efficient Identification of Shallow Neural Networks by Fewest Samples. Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes. Stress-Testing Neural Models of Natur …
Paper Group ANR 349

Paper Group ANR 349

October 19, 2019

Camera Model Identification Using Convolutional Neural Networks. Forecasting Individualized Disease Trajectories using Interpretable Deep Learning. The Sample Complexity of Up-to-$\varepsilon$ Multi-Dimensional Revenue Maximization. Near-Optimal Sample Complexity Bounds for Maximum Likelihood Estimation of Multivariate Log-concave Densities. A Mode …
Paper Group ANR 350

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

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 352

Paper Group ANR 352

October 19, 2019

An Unbiased Approach to Quantification of Gender Inclination using Interpretable Word Representations. Generating Texts with Integer Linear Programming. Global SNR Estimation of Speech Signals using Entropy and Uncertainty Estimates from Dropout Networks. A regression approach for explaining manifold embedding coordinates. Logical Rule Induction an …
Paper Group ANR 353

Paper Group ANR 353

October 19, 2019

A Hardware-Software Blueprint for Flexible Deep Learning Specialization. Large-scale Generative Modeling to Improve Automated Veterinary Disease Coding. Unsupervised Dimension Selection using a Blue Noise Spectrum. Shape analysis of framed space curves. Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation. Fine-Grained Land Use C …
Paper Group ANR 354

Paper Group ANR 354

October 19, 2019

Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input. On the Estimation of Entropy in the FastICA Algorithm. Atrial scars segmentation via potential learning in the graph-cuts framework. Attention-Guided Curriculum Learning for Weakly Supervised Classification and Localization of Thoracic Diseases on Chest Radiographs. Pachinko …
Paper Group ANR 355

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 356

Paper Group ANR 356

October 19, 2019

Global-scale phylogenetic linguistic inference from lexical resources. SparCML: High-Performance Sparse Communication for Machine Learning. 2D-Densely Connected Convolution Neural Networks for automatic Liver and Tumor Segmentation. Augmenting Bottleneck Features of Deep Neural Network Employing Motor State for Speech Recognition at Humanoid Robots …
Paper Group ANR 357

Paper Group ANR 357

October 19, 2019

TensOrMachine: Probabilistic Boolean Tensor Decomposition. Efficient algorithms for robust submodular maximization under matroid constraints. Plan Online, Learn Offline: Efficient Learning and Exploration via Model-Based Control. Deep Video Portraits. Near-Lossless Deep Feature Compression for Collaborative Intelligence. A Study of Car-to-Train Ass …
Paper Group ANR 358

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 359

Paper Group ANR 359

October 19, 2019

Machine Learning Suites for Online Toxicity Detection. Asynchronous Convolutional Networks for Object Detection in Neuromorphic Cameras. A Cost-Effective Framework for Preference Elicitation and Aggregation. Effective Parallel Corpus Mining using Bilingual Sentence Embeddings. Adversarial Sampling and Training for Semi-Supervised Information Retrie …
Paper Group ANR 360

Paper Group ANR 360

October 19, 2019

A Rule for Committee Selection with Soft Diversity Constraints. Internal Model from Observations for Reward Shaping. Application of a semantic segmentation convolutional neural network for accurate automatic detection and mapping of solar photovoltaic arrays in aerial imagery. Clause Vivification by Unit Propagation in CDCL SAT Solvers. Quantitativ …
Paper Group ANR 361

Paper Group ANR 361

October 19, 2019

Human Activity Recognition for Mobile Robot. QBF as an Alternative to Courcelle’s Theorem. Predicting the Generalization Gap in Deep Networks with Margin Distributions. Elliptical Distributions-Based Weights-Determining Method for OWA Operators. Neural Multi-scale Image Compression. A Strategy of MR Brain Tissue Images’ Suggestive Annotation Based …
Paper Group ANR 362

Paper Group ANR 362

October 19, 2019

EasyConvPooling: Random Pooling with Easy Convolution for Accelerating Training and Testing. Conditions for Major Transitions in Biological and Cultural Evolution. Building a language evolution tree based on word vector combination model. A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks. An effici …
Paper Group ANR 363

Paper Group ANR 363

October 19, 2019

Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli. Self-Adversarially Learned Bayesian Sampling. A General Theory of Equivariant CNNs on Homogeneous Spaces. Identification of Cancer – Mesothelioma Disease Using Logistic Regression and Association Rule. Towards Imperceptible and Robust Adversarial Example Attacks agains …
Paper Group ANR 364

Paper Group ANR 364

October 19, 2019

Subspace Support Vector Data Description. A Non-parametric Multi-stage Learning Framework for Cognitive Spectrum Access in IoT Networks. Microsoft’s Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data. Identifying emergency stages in Facebook posts of police departments with convolutional and recurrent …
Paper Group ANR 365

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 366

Paper Group ANR 366

October 19, 2019

Stock Chart Pattern recognition with Deep Learning. Sleep Arousal Detection from Polysomnography using the Scattering Transform and Recurrent Neural Networks. Learning to Search via Retrospective Imitation. Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition. Measurement-based ada …
Paper Group ANR 367

Paper Group ANR 367

October 19, 2019

Robust Structured Multi-task Multi-view Sparse Tracking. Single Bitmap Block Truncation Coding of Color Images Using Hill Climbing Algorithm. Learning to track on-the-fly using a particle filter with annealed- weighted QPSO modeled after a singular Dirac delta potential. Analysis of Multilingual Sequence-to-Sequence speech recognition systems. Pred …
Paper Group ANR 368

Paper Group ANR 368

October 19, 2019

From Game-theoretic Multi-agent Log Linear Learning to Reinforcement Learning. Universal Adversarial Training. Object and Text-guided Semantics for CNN-based Activity Recognition. Beyond Winning and Losing: Modeling Human Motivations and Behaviors Using Inverse Reinforcement Learning. Detecting Correlations with Little Memory and Communication. A C …
Paper Group ANR 369

Paper Group ANR 369

October 19, 2019

Fusion Subspace Clustering: Full and Incomplete Data. Mixture Matrix Completion. Face Recognition: From Traditional to Deep Learning Methods. Node Representation Learning for Directed Graphs. Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning. A Unified Framework for Sparse Relaxed Regularized Regression: SR3. Parallel Att …
Paper Group ANR 370

Paper Group ANR 370

October 19, 2019

Hybrid approach for transliteration of Algerian arabizi: a primary study. Flow From Motion: A Deep Learning Approach. Sparse and Smooth Signal Estimation: Convexification of L0 Formulations. Adversarial Learning for Chinese NER from Crowd Annotations. A comprehensive review of 3D point cloud descriptors. Customer Lifetime Value in Video Games Using …
Paper Group ANR 371

Paper Group ANR 371

October 19, 2019

VC-Dimension Based Generalization Bounds for Relational Learning. Predictive Performance Modeling for Distributed Computing using Black-Box Monitoring and Machine Learning. Split learning for health: Distributed deep learning without sharing raw patient data. How deep is deep enough? – Quantifying class separability in the hidden layers of deep ne …
Paper Group ANR 372

Paper Group ANR 372

October 19, 2019

Discovering General-Purpose Active Learning Strategies. Assessing fish abundance from underwater video using deep neural networks. Biologically-plausible learning algorithms can scale to large datasets. Automatic Chord Recognition with Higher-Order Harmonic Language Modelling. Cross-domain Human Parsing via Adversarial Feature and Label Adaptation. …
Paper Group ANR 373

Paper Group ANR 373

October 19, 2019

Application of Deep Learning in Fundus Image Processing for Ophthalmic Diagnosis – A Review. Face Hallucination Revisited: An Exploratory Study on Dataset Bias. Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement. Learning random points from geometric graphs or orderings. Unifying Bilateral Filtering and Adversa …