[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 184
April 2, 2020

Paper Group ANR 184

Empirical Comparison of Graph Embeddings for Trust-Based Collaborative Filtering. Temporal Network Representation Learning via Historical Neighborhoods Aggregation. RNE: A Scalable Network Embedding for Billion-scale Recommendation. DeBayes: a Bayesian method for debiasing network embeddings. A Node Embedding Framework for Integration of Similarity …

Paper Group ANR 185

Paper Group ANR 185

April 2, 2020

Learning the sense of touch in simulation: a sim-to-real strategy for vision-based tactile sensing. Near-optimal Regret Bounds for Stochastic Shortest Path. Identifying Distinct, Effective Treatments for Acute Hypotension with SODA-RL: Safely Optimized Diverse Accurate Reinforcement Learning. Non-Local Part-Aware Point Cloud Denoising. Classificati …
Paper Group ANR 186

Paper Group ANR 186

April 2, 2020

Focus on Semantic Consistency for Cross-domain Crowd Understanding. InterBERT: Vision-and-Language Interaction for Multi-modal Pretraining. Expressing Objects just like Words: Recurrent Visual Embedding for Image-Text Matching. Estimating Treatment Effects with Observed Confounders and Mediators. Meta3D: Single-View 3D Object Reconstruction from Sh …
Paper Group ANR 187

Paper Group ANR 187

April 2, 2020

Locally-Adaptive Nonparametric Online Learning. UKARA 1.0 Challenge Track 1: Automatic Short-Answer Scoring in Bahasa Indonesia. Object-Based Image Coding: A Learning-Driven Revisit. Affinity and Diversity: Quantifying Mechanisms of Data Augmentation. Optimizing JPEG Quantization for Classification Networks. Unsupervised Temporal Feature Aggregatio …
Paper Group ANR 188

Paper Group ANR 188

April 2, 2020

Semantic sensor fusion: from camera to sparse lidar information. Using generative adversarial networks to synthesize artificial financial datasets. Generalized Bayesian Cramér-Rao Inequality via Information Geometry of Relative $α$-Entropy. Disentangling Representations using Gaussian Processes in Variational Autoencoders for Video Prediction. Inte …
Paper Group ANR 189

Paper Group ANR 189

April 2, 2020

Event-Based Control for Online Training of Neural Networks. Overinterpretation reveals image classification model pathologies. Copy and Paste GAN: Face Hallucination from Shaded Thumbnails. Object-based Metamorphic Testing through Image Structuring. Analysis of Hyper-Parameters for Small Games: Iterations or Epochs in Self-Play?. A Lagrangian Appro …
Paper Group ANR 190

Paper Group ANR 190

April 2, 2020

Pipelined Backpropagation at Scale: Training Large Models without Batches. Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance. Domain Balancing: Face Recognition on Long-Tailed Domains. Dynamic Region-Aware Convolution. Adversarial Light Projection Attacks on Face Recognition Systems: A Feasibility Study. MODMA …
Paper Group ANR 191

Paper Group ANR 191

April 2, 2020

Realizing Pixel-Level Semantic Learning in Complex Driving Scenes based on Only One Annotated Pixel per Class. Optimal Structured Principal Subspace Estimation: Metric Entropy and Minimax Rates. Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping – Challenges and Opportunities. Solving Raven’s Progressive Matrices wi …
Paper Group ANR 192

Paper Group ANR 192

April 2, 2020

Large Batch Training Does Not Need Warmup. Spatial-Temporal Transformer Networks for Traffic Flow Forecasting. Improved Image Coding Autoencoder With Deep Learning. Update Aware Device Scheduling for Federated Learning at the Wireless Edge. The iCub multisensor datasets for robot and computer vision applications. Selective Segmentation Networks Usi …
Paper Group ANR 193

Paper Group ANR 193

April 2, 2020

Distributed Averaging Methods for Randomized Second Order Optimization. Improving the Tightness of Convex Relaxation Bounds for Training Certifiably Robust Classifiers. Learned Spectral Computed Tomography. Learning to Transfer Texture from Clothing Images to 3D Humans. Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Transla …
Paper Group ANR 194

Paper Group ANR 194

April 2, 2020

Bounded Regret for Finitely Parameterized Multi-Armed Bandits. Fair Bandit Learning with Delayed Impact of Actions. Distributed Cooperative Decision Making in Multi-agent Multi-armed Bandits. Developing a gender classification approach in human face images using modified local binary patterns and tani-moto based nearest neighbor algorithm. Online L …
Paper Group ANR 195

Paper Group ANR 195

April 2, 2020

Trajectron++: Multi-Agent Generative Trajectory Forecasting With Heterogeneous Data for Control. Practical Privacy Preserving POI Recommendation. Look Closer to Ground Better: Weakly-Supervised Temporal Grounding of Sentence in Video. Imbalanced classification: an objective-oriented review. Training Keyword Spotters with Limited and Synthesized Spe …
Paper Group ANR 196

Paper Group ANR 196

April 2, 2020

TNT-KID: Transformer-based Neural Tagger for Keyword Identification. Detecting New Word Meanings: A Comparison of Word Embedding Models in Spanish. Generación automática de frases literarias en español. Multimodal Story Generation on Plural Images. Deep learning predicts total knee replacement from magnetic resonance images. An Improved EEG Acquisi …
Paper Group ANR 197

Paper Group ANR 197

April 2, 2020

An Iterative Approach for Identifying Complaint Based Tweets in Social Media Platforms. Watch and learn – a generalized approach for transferrable learning in deep neural networks via physical principles. Hierarchical Context Enhanced Multi-Domain Dialogue System for Multi-domain Task Completion. COVID-ResNet: A Deep Learning Framework for Screeni …
Paper Group ANR 198

Paper Group ANR 198

April 2, 2020

PUMiner: Mining Security Posts from Developer Question and Answer Websites with PU Learning. Modeling 3D Shapes by Reinforcement Learning. MQA: Answering the Question via Robotic Manipulation. Overfitting Can Be Harmless for Basis Pursuit: Only to a Degree. Improving Deep Learning For Airbnb Search. Modelling and Quantifying Membership Information …
Paper Group ANR 199

Paper Group ANR 199

April 2, 2020

Performance Evaluation of Deep Generative Models for Generating Hand-Written Character Images. Navigation-Based Candidate Expansion and Pretrained Language Models for Citation Recommendation. Separation of target anatomical structure and occlusions in chest radiographs. Twitter Bot Detection Using Bidirectional Long Short-term Memory Neural Network …
Paper Group ANR 200

Paper Group ANR 200

April 2, 2020

MEM_GE: a new maximum entropy method for image reconstruction from solar X-ray visibilities. What is the optimal depth for deep-unfolding architectures at deployment?. Optimizing Black-box Metrics with Adaptive Surrogates. Graph Attentional Autoencoder for Anticancer Hyperfood Prediction. Adversarial Imitation Attack. On the adversarial robustness …
Paper Group ANR 201

Paper Group ANR 201

April 2, 2020

Face Anti-Spoofing by Learning Polarization Cues in a Real-World Scenario. Fourier Transform Approach to Machine Learning III: Fourier Classification. PathVQA: 30000+ Questions for Medical Visual Question Answering. QActor: On-line Active Learning for Noisy Labeled Stream Data. Fairness Measures for Regression via Probabilistic Classification. Effi …
Paper Group ANR 202

Paper Group ANR 202

April 2, 2020

Estimating Aggregate Properties In Relational Networks With Unobserved Data. Learning Graph Embedding with Limited Labeled Data: An Efficient Sampling Approach. Robust Estimation, Prediction and Control with Linear Dynamics and Generic Costs. Risk-Averse Learning by Temporal Difference Methods. Multi-Class Classification from Noisy-Similarity-Label …
Paper Group ANR 203

Paper Group ANR 203

April 2, 2020

EmpTransfo: A Multi-head Transformer Architecture for Creating Empathetic Dialog Systems. Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies. Accelerating Reinforcement Learning for Reaching using Continuous Curriculum Learning. Pruning Filters while Training for Efficiently Optimizing Deep Learning Networks. Long-tail Visual …
Paper Group ANR 204

Paper Group ANR 204

April 2, 2020

Learning Memory-guided Normality for Anomaly Detection. LANCE: Efficient Low-Precision Quantized Winograd Convolution for Neural Networks Based on Graphics Processing Units. Online Semantic Exploration of Indoor Maps. A Unifying Network Architecture for Semi-Structured Deep Distributional Learning. Reward Design for Driver Repositioning Using Multi …
Paper Group ANR 205

Paper Group ANR 205

April 2, 2020

Q-Learning for Mean-Field Controls. Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems. Learning Cost Functions for Optimal Transport. Cognitive Anthropomorphism of AI: How Humans and Computers Classify Images. An Empirical Investigation of Pre-Trained Transformer Language Models for Open-Domain Dialogue Generatio …
Paper Group ANR 206

Paper Group ANR 206

April 2, 2020

ExEm: Expert Embedding using dominating set theory with deep learning approaches. Classifying Images with Few Spikes per Neuron. Image Inpainting by Multiscale Spline Interpolation. Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach. Robust Q-learning. Disentangling Adaptive Gradient Methods from Le …
Paper Group ANR 207

Paper Group ANR 207

April 2, 2020

A Neuromorphic Proto-Object Based Dynamic Visual Saliency Model with an FPGA Implementation. Differential Privacy for Eye Tracking with Temporal Correlations. Reinforcement learning for the manipulation of eye tracking data. Fully Convolutional Neural Networks for Raw Eye Tracking Data Segmentation, Generation, and Reconstruction. End-to-End Models …
Paper Group ANR 208

Paper Group ANR 208

April 2, 2020

Localising Faster: Efficient and precise lidar-based robot localisation in large-scale environments. Permutohedral-GCN: Graph Convolutional Networks with Global Attention. Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs. Explainable Deep Classification Models for Domain Generalization. Error Estimation for Sketched SVD via th …
Paper Group ANR 209

Paper Group ANR 209

April 2, 2020

Online and Real-time Object Tracking Algorithm with Extremely Small Matrices. Fast Lower and Upper Estimates for the Price of Constrained Multiple Exercise American Options by Single Pass Lookahead Search and Nearest-Neighbor Martingale. DMV: Visual Object Tracking via Part-level Dense Memory and Voting-based Retrieval. Applying r-spatiogram in obj …
Paper Group ANR 210

Paper Group ANR 210

April 2, 2020

Fair Principal Component Analysis and Filter Design. Global Convergence of Deep Networks with One Wide Layer Followed by Pyramidal Topology. ChemGrapher: Optical Graph Recognition of Chemical Compounds by Deep Learning. Search Space of Adversarial Perturbations against Image Filters. Estimating Training Data Influence by Tracking Gradient Descent. …
Paper Group ANR 211

Paper Group ANR 211

April 2, 2020

Deep Transfer Learning for Physiological Signals. Benign overfitting in the large deviation regime. Interpretable Crowd Flow Prediction with Spatial-Temporal Self-Attention. Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System. Residual Block-based Multi-Label Classification and Localization Network with Int …