[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 215
January 30, 2020

Paper Group ANR 215

Privacy-Preserving Classification with Secret Vector Machines. Learning Cascaded Siamese Networks for High Performance Visual Tracking. Using Deep Learning to Count Albatrosses from Space. Machine Learning for high speed channel optimization. Photofeeler-D3: A Neural Network with Voter Modeling for Dating Photo Impression Prediction. 2-Wasserstein …

Paper Group ANR 216

Paper Group ANR 216

January 30, 2020

Mean Field Analysis of Deep Neural Networks. EE-AE: An Exclusivity Enhanced Unsupervised Feature Learning Approach. A Simple Dual-decoder Model for Generating Response with Sentiment. SAG-VAE: End-to-end Joint Inference of Data Representations and Feature Relations. Spectral clustering in the weighted stochastic block model. Geometric Image Corresp …
Paper Group ANR 217

Paper Group ANR 217

January 30, 2020

EyeCar: Modeling the Visual Attention Allocation of Drivers in Semi-Autonomous Vehicles. Leveraging sentence similarity in natural language generation: Improving beam search using range voting. Tensor Graph Convolutional Networks for Prediction on Dynamic Graphs. Regret Bounds for Thompson Sampling in Episodic Restless Bandit Problems. Zero-Shot De …
Paper Group ANR 218

Paper Group ANR 218

January 30, 2020

Maximum Likelihood Constraint Inference for Inverse Reinforcement Learning. Gunrock: A Social Bot for Complex and Engaging Long Conversations. Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition. Some Developments in Clustering Analysis on Stochastic Processes. Differentiable Learning-to-Group Channels via Groupable Convo …
Paper Group ANR 219

Paper Group ANR 219

January 30, 2020

TeaNet: universal neural network interatomic potential inspired by iterative electronic relaxations. Grasping in the Wild:Learning 6DoF Closed-Loop Grasping from Low-Cost Demonstrations. Virtual-to-Real-World Transfer Learning for Robots on Wilderness Trails. Manifold Optimisation Assisted Gaussian Variational Approximation. A novel approach to mod …
Paper Group ANR 220

Paper Group ANR 220

January 30, 2020

Attention is all you need for Videos: Self-attention based Video Summarization using Universal Transformers. Diagnosis of liver disease using computer-assisted imaging techniques: A Review. Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images. Stochastic Prototype Embeddings. Metric-Based Few-Shot Learning for Vide …
Paper Group ANR 221

Paper Group ANR 221

January 30, 2020

Conditional Segmentation in Lieu of Image Registration. Cross-Sensor and Cross-Spectral Periocular Biometrics: A Comparative Benchmark including Smartphone Authentication. Dense Deformation Network for High Resolution Tissue Cleared Image Registration. Handling Missing MRI Input Data in Deep Learning Segmentation of Brain Metastases: A Multi-Center …
Paper Group ANR 222

Paper Group ANR 222

January 30, 2020

Fast and Provable ADMM for Learning with Generative Priors. Policy Optimization Provably Converges to Nash Equilibria in Zero-Sum Linear Quadratic Games. On-Policy Robot Imitation Learning from a Converging Supervisor. Source Generator Attribution via Inversion. Episodic Learning with Control Lyapunov Functions for Uncertain Robotic Systems. Motion …
Paper Group ANR 223

Paper Group ANR 223

January 30, 2020

Probabilistic Deterministic Finite Automata and Recurrent Networks, Revisited. Instance-Aware Representation Learning and Association for Online Multi-Person Tracking. An Investigation into Neural Net Optimization via Hessian Eigenvalue Density. A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes. FACLSTM: Co …
Paper Group ANR 224

Paper Group ANR 224

January 30, 2020

High Dimensional M-Estimation with Missing Outcomes: A Semi-Parametric Framework. Toward Learning a Unified Many-to-Many Mapping for Diverse Image Translation. Edge-Aware Deep Image Deblurring. Efficient Neural Network Approaches for Leather Defect Classification. Enhanced Convolutional Neural Tangent Kernels. Breast Cancer Diagnosis by Higher-Orde …
Paper Group ANR 225

Paper Group ANR 225

January 30, 2020

A Deep, Forgetful Novelty-Seeking Movie Recommender Model. Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare. A Convergence Proof of Projected Fast Iterative Soft-thresholding Algorithm for Parallel Magnetic Resonance Imaging. Multiple-Kernel Dictionary Learning for Reconstruction and Clustering of Unseen Multivariate Time-series …
Paper Group ANR 226

Paper Group ANR 226

January 30, 2020

DROGON: A Causal Reasoning Framework for Future Trajectory Forecast. Multi-Layer Softmaxing during Training Neural Machine Translation for Flexible Decoding with Fewer Layers. Dictionary learning approach to monitoring of wind turbine drivetrain bearings. Speech Sentiment Analysis via Pre-trained Features from End-to-end ASR Models. PhysGAN: Genera …
Paper Group ANR 227

Paper Group ANR 227

January 30, 2020

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation. Distributed Equivalent Substitution Training for Large-Scale Recommender Systems. Topic Augmented Generator for Abstractive Summarization. A robust method based on LOVO functions for solving least squares problems. Fast Color Constancy with Patch-wise Bright Pixels. Me …
Paper Group ANR 228

Paper Group ANR 228

January 30, 2020

Thinking Outside the Box: Generation of Unconstrained 3D Room Layouts. Unsupervised Representation Learning by Discovering Reliable Image Relations. Leveraging Knowledge Bases in LSTMs for Improving Machine Reading. Face Behavior à la carte: Expressions, Affect and Action Units in a Single Network. eSports Pro-Players Behavior During the Game Event …
Paper Group ANR 229

Paper Group ANR 229

January 30, 2020

Automatic microscopic cell counting by use of deeply-supervised density regression model. Visual search and recognition for robot task execution and monitoring. Multi-Agent Reinforcement Learning with Multi-Step Generative Models. On Convex Duality in Linear Inverse Problems. SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Predicti …
Paper Group ANR 230

Paper Group ANR 230

January 30, 2020

Uncovering Sociological Effect Heterogeneity using Machine Learning. Unsupervised Doodling and Painting with Improved SPIRAL. Active Learning within Constrained Environments through Imitation of an Expert Questioner. Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering. In Plain Sight: Media Bias Through the Lens of Factua …
Paper Group ANR 231

Paper Group ANR 231

January 30, 2020

Relational Reasoning Network (RRN) for Anatomical Landmarking. Detection of Advanced Malware by Machine Learning Techniques. Pointer-based Fusion of Bilingual Lexicons into Neural Machine Translation. Learning and Planning for Time-Varying MDPs Using Maximum Likelihood Estimation. The Kernel Spatial Scan Statistic. Insect pest image detection and r …
Paper Group ANR 232

Paper Group ANR 232

January 30, 2020

Architecting Dependable Learning-enabled Autonomous Systems: A Survey. Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation. Deep Iterative Frame Interpolation for Full-frame Video Stabilization. Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different …
Paper Group ANR 233

Paper Group ANR 233

January 30, 2020

Efficient Training of Deep Classifiers for Wireless Source Identification using Test SNR Estimates. Effect of context in swipe gesture-based continuous authentication on smartphones. Rumor Detection and Classification for Twitter Data. A Heterogeneous Graphical Model to Understand User-Level Sentiments in Social Media. Correct-and-Memorize: Learnin …
Paper Group ANR 234

Paper Group ANR 234

January 30, 2020

Blind Geometric Distortion Correction on Images Through Deep Learning. Improving One-shot NAS by Suppressing the Posterior Fading. Semi-Supervised Semantic Matching. Synthesis of Realistic ECG using Generative Adversarial Networks. Towards Content Transfer through Grounded Text Generation. An Update on Machine Learning in Neuro-oncology Diagnostics …
Paper Group ANR 235

Paper Group ANR 235

January 30, 2020

Understanding Ancient Coin Images. Rodent: Relevance determination in differential equations. Inverse reinforcement learning conditioned on brain scan. Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints. Positional Attention-based Frame Identification with BERT: A Deep Learning Approach to Target Disambiguation an …
Paper Group ANR 236

Paper Group ANR 236

January 30, 2020

Black-box Combinatorial Optimization using Models with Integer-valued Minima. Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks. Repeated sequential learning increases memory capacity via effective decorrelation in a recurrent neural network. Toward Robust Image Classification. In Vitro Fertilization (IVF) Cumulative Pr …
Paper Group ANR 237

Paper Group ANR 237

January 30, 2020

Textual Adversarial Attack as Combinatorial Optimization. DADI: Dynamic Discovery of Fair Information with Adversarial Reinforcement Learning. Generative Neural Network based Spectrum Sharing using Linear Sum Assignment Problems. Adversarial Learning in Statistical Classification: A Comprehensive Review of Defenses Against Attacks. Data Poisoning a …
Paper Group ANR 238

Paper Group ANR 238

January 30, 2020

Creation and Evaluation of Datasets for Distributional Semantics Tasks in the Digital Humanities Domain. PAC-Bayes Analysis of Sentence Representation. Performance comparison of 3D correspondence grouping algorithm for 3D plant point clouds. Exploring the Role of Common Model of Cognition in Designing Adaptive Coaching Interactions for Health Behav …
Paper Group ANR 239

Paper Group ANR 239

January 30, 2020

Robust Classification with Sparse Representation Fusion on Diverse Data Subsets. Open DNN Box by Power Side-Channel Attack. User Curated Shaping of Expressive Performances. Improving Prediction Accuracy in Building Performance Models Using Generative Adversarial Networks (GANs). Mono-SF: Multi-View Geometry Meets Single-View Depth for Monocular Sce …
Paper Group ANR 240

Paper Group ANR 240

January 30, 2020

SNODE: Spectral Discretization of Neural ODEs for System Identification. Quantitative analysis of Matthew effect and sparsity problem of recommender systems. Face representation by deep learning: a linear encoding in a parameter space?. When to Talk: Chatbot Controls the Timing of Talking during Multi-turn Open-domain Dialogue Generation. Local Dis …
Paper Group ANR 241

Paper Group ANR 241

January 30, 2020

Conversational Agents for Insurance Companies: From Theory to Practice. Wi-Fringe: Leveraging Text Semantics in WiFi CSI-Based Device-Free Named Gesture Recognition. Unsupervised Neural Mask Estimator For Generalized Eigen-Value Beamforming Based ASR. Reducing Lateral Visual Biases in Displays. Learning Navigation by Visual Localization and Traject …
Paper Group ANR 242

Paper Group ANR 242

January 30, 2020

Tensor-Ring Nuclear Norm Minimization and Application for Visual Data Completion. Online News Media Website Ranking Using User Generated Content. Lifelong Bayesian Optimization. Leveraging Medical Visual Question Answering with Supporting Facts. Structure Learning for Neural Module Networks. Autoregressive Models: What Are They Good For?. Potential …