[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1335
January 27, 2020

Paper Group ANR 1335

REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning. Full-stack Optimization for Accelerating CNNs with FPGA Validation. Beyond Tracking: Selecting Memory and Refining Poses for Deep Visual Odometry. Deep Network for Capacitive ECG Denoising. Multi-agent Reinforcement Learning Embedded Game for the Optimization of Bui …

Paper Group ANR 1336

Paper Group ANR 1336

January 27, 2020

Transforming Wikipedia into Augmented Data for Query-Focused Summarization. Learning Driving Decisions by Imitating Drivers’ Control Behaviors. Secrets of the Brain: An Introduction to the Brain Anatomical Structure and Biological Function. A Cost Effective Solution for Road Crack Inspection using Cameras and Deep Neural Networks. Model Based Plann …
Paper Group ANR 1337

Paper Group ANR 1337

January 27, 2020

Parts4Feature: Learning 3D Global Features from Generally Semantic Parts in Multiple Views. Transflow Learning: Repurposing Flow Models Without Retraining. On Universal Features for High-Dimensional Learning and Inference. Minimum Uncertainty Based Detection of Adversaries in Deep Neural Networks. Wasserstein Distance Guided Cross-Domain Learning. …
Paper Group ANR 1338

Paper Group ANR 1338

January 27, 2020

An Investigation of Data Poisoning Defenses for Online Learning. Few-Shot Learning with Localization in Realistic Settings. Generative Adversarial Imagination for Sample Efficient Deep Reinforcement Learning. Fast Polynomial Approximation of Heat Kernel Convolution on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis. D …
Paper Group ANR 1339

Paper Group ANR 1339

January 27, 2020

On-chip learning in a conventional silicon MOSFET based Analog Hardware Neural Network. Learning to Project in Multi-Objective Binary Linear Programming. Knowledge-aware Pronoun Coreference Resolution. A Neural Network Based Method to Solve Boundary Value Problems. SiPPing Neural Networks: Sensitivity-informed Provable Pruning of Neural Networks. D …
Paper Group ANR 1340

Paper Group ANR 1340

January 27, 2020

Modelling of Sickle Cell Anemia Patients Response to Hydroxyurea using Artificial Neural Networks. Attract or Distract: Exploit the Margin of Open Set. FiDi-RL: Incorporating Deep Reinforcement Learning with Finite-Difference Policy Search for Efficient Learning of Continuous Control. Analysis of an Automated Machine Learning Approach in Brain Pred …
Paper Group ANR 1341

Paper Group ANR 1341

January 27, 2020

An Empirical Study on the Practical Impact of Prior Beliefs over Policy Types. When can we improve on sample average approximation for stochastic optimization?. Understanding Distributional Ambiguity via Non-robust Chance Constraint. Imbalanced Learning-based Automatic SAR Images Change Detection by Morphologically Supervised PCA-Net. Pattern Recog …
Paper Group ANR 1342

Paper Group ANR 1342

January 27, 2020

X-TrainCaps: Accelerated Training of Capsule Nets through Lightweight Software Optimizations. Learning Algorithmic Solutions to Symbolic Planning Tasks with a Neural Computer. Identifying Patient Groups based on Frequent Patterns of Patient Samples. Few-Shot Learning with Embedded Class Models and Shot-Free Meta Training. Mixed-Precision Quantized …
Paper Group ANR 1343

Paper Group ANR 1343

January 27, 2020

Efficient Structurally-Strengthened Generative Adversarial Network for MRI Reconstruction. Computer aided detection of tuberculosis on chest radiographs: An evaluation of the CAD4TB v6 system. Multi-Agent Deep Reinforcement Learning with Adaptive Policies. SocialIQA: Commonsense Reasoning about Social Interactions. GENN: Predicting Correlated Drug- …
Paper Group ANR 1344

Paper Group ANR 1344

January 27, 2020

Cooperative coevolution of real predator robots and virtual robots in the pursuit domain. Momentum-Net: Fast and convergent iterative neural network for inverse problems. Efficient Decision-based Black-box Adversarial Attacks on Face Recognition. The Challenge of Imputation in Explainable Artificial Intelligence Models. Cost-aware Multi-objective B …
Paper Group ANR 1345

Paper Group ANR 1345

January 26, 2020

Federated User Representation Learning. Learning Novel Policies For Tasks. Bayesian Networks based Hybrid Quantum-Classical Machine Learning Approach to Elucidate Gene Regulatory Pathways. TiM-DNN: Ternary in-Memory accelerator for Deep Neural Networks. Fractional-order Backpropagation Neural Networks: Modified Fractional-order Steepest Descent Met …
Paper Group ANR 1346

Paper Group ANR 1346

January 26, 2020

Explainability in Human-Agent Systems. Panoptic Image Annotation with a Collaborative Assistant. Distributed Variational Bayesian Algorithms for Extended Object Tracking. High Frequency Residual Learning for Multi-Scale Image Classification. Algorithm Portfolio for Individual-based Surrogate-Assisted Evolutionary Algorithms. Importance of spatial p …
Paper Group ANR 1347

Paper Group ANR 1347

January 26, 2020

The intriguing role of module criticality in the generalization of deep networks. Revisiting CycleGAN for semi-supervised segmentation. Dirichlet Variational Autoencoder. GAN2GAN: Generative Noise Learning for Blind Image Denoising with Single Noisy Images. SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recogniti …
Paper Group ANR 1348

Paper Group ANR 1348

January 26, 2020

The dynamics of the stomatognathic system from 4D multimodal data. Learning to Order Sub-questions for Complex Question Answering. Joint Language Identification of Code-Switching Speech using Attention based E2E Network. How Widely Can Prediction Models be Generalized? Performance Prediction in Blended Courses. Nonconvex sampling with the Metropoli …
Paper Group ANR 1349

Paper Group ANR 1349

January 26, 2020

Direct Mappings between RDF and Property Graph Databases. Simulating Evolution on Fitness Landscapes represented by Valued Constraint Satisfaction Problems. Experimental Evidence for Asymptotic Non-Optimality of Comb Adversary Strategy. Context is Key: Grammatical Error Detection with Contextual Word Representations. Inverse boosting pruning trees …
Paper Group ANR 1350

Paper Group ANR 1350

January 26, 2020

The iWildCam 2019 Challenge Dataset. The Bias-Expressivity Trade-off. ALOHA: Auxiliary Loss Optimization for Hypothesis Augmentation. Agent-based Vs Agent-less Sandbox for Dynamic Behavioral Analysis. Safe Policy Improvement with an Estimated Baseline Policy. Perception-Distortion Trade-off with Restricted Boltzmann Machines. Adversarial Samples on …
Paper Group ANR 1351

Paper Group ANR 1351

January 26, 2020

Characterization of Overlap in Observational Studies. Facilitating on-line opinion dynamics by mining expressions of causation. The case of climate change debates on The Guardian. XRAI: Better Attributions Through Regions. Knowledge Enhanced Contextual Word Representations. Putting words in context: LSTM language models and lexical ambiguity. Writi …
Paper Group ANR 1352

Paper Group ANR 1352

January 26, 2020

An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers. Actively Seeking and Learning from Live Data. Graph Domain Adaptation with Localized Graph Signal Representations. Correlations between Word Vector Sets. Exact asymptotics for phase retrieval and compressed sensing with random generative priors. A large-scale crow …
Paper Group ANR 1353

Paper Group ANR 1353

January 26, 2020

Robust Shape Regularity Criteria for Superpixel Evaluation. A Study on Graph-Structured Recurrent Neural Networks and Sparsification with Application to Epidemic Forecasting. Beauty Learning and Counterfactual Inference. Real-Time Semantic Segmentation via Multiply Spatial Fusion Network. Causal Discovery with General Non-Linear Relationships Using …
Paper Group ANR 1354

Paper Group ANR 1354

January 26, 2020

Generating Diverse and Informative Natural Language Fashion Feedback. Convolutional Feature Extraction and Neural Arithmetic Logic Units for Stock Prediction. The Collective Advantage for Advancing Communications and Intelligence. On Universal Approximation by Neural Networks with Uniform Guarantees on Approximation of Infinite Dimensional Maps. A …
Paper Group ANR 1355

Paper Group ANR 1355

January 26, 2020

Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks. Flash Lightens Gray Pixels. Probability Map Guided Bi-directional Recurrent UNet for Pancreas Segmentation. MVS^2: Deep Unsupervised Multi-view Stereo with Multi-View Symmetry. Fast acoustic scattering using convolutional neural networks. Fine-grained eval …
Paper Group ANR 1356

Paper Group ANR 1356

January 26, 2020

Modeling and Detection of Future Cyber-Enabled DSM Data Attacks using Supervised Learning. Deep Text-to-Speech System with Seq2Seq Model. Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications Outside Coverage. Context-aware Active Multi-Step Reinforcement Learning. Comparative Analysis of Automatic Skin Lesion Segmentation with Two …
Paper Group ANR 1357

Paper Group ANR 1357

January 26, 2020

SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems. Continual Learning Using World Models for Pseudo-Rehearsal. Layer Dynamics of Linearised Neural Nets. Locally Differentially Private Minimum Finding. Optimizing Stochastic Gradient Descent in Text Classification Based on Fine-Tuning Hyper-Parameters Approach. A Case …
Paper Group ANR 1358

Paper Group ANR 1358

January 26, 2020

Identifying Linear Models in Multi-Resolution Population Data using Minimum Description Length Principle to Predict Household Income. RWF-2000: An Open Large Scale Video Database for Violence Detection. Temporal Interpolation of Geostationary Satellite Imagery with Task Specific Optical Flow. Discriminative Few-Shot Learning Based on Directional St …
Paper Group ANR 1359

Paper Group ANR 1359

January 26, 2020

CrossNorm: Normalization for Off-Policy TD Reinforcement Learning. Convolutional Relational Machine for Group Activity Recognition. Deep Learning for Distributed Optimization: Applications to Wireless Resource Management. FANTrack: 3D Multi-Object Tracking with Feature Association Network. Evaluating Memento Service Optimizations. Differentially Pr …
Paper Group ANR 1360

Paper Group ANR 1360

January 26, 2020

Reconstruction of Undersampled 3D Non-Cartesian Image-Based Navigators for Coronary MRA Using an Unrolled Deep Learning Model. Efficient Discrete Supervised Hashing for Large-scale Cross-modal Retrieval. Variational Spectral Graph Convolutional Networks. Deep Physiological State Space Model for Clinical Forecasting. BAOD: Budget-Aware Object Detect …
Paper Group ANR 1361

Paper Group ANR 1361

January 26, 2020

Lattice-Based Transformer Encoder for Neural Machine Translation. Multi-Granularity Reasoning for Social Relation Recognition from Images. Neural Networks for Lorenz Map Prediction: A Trip Through Time. Measuring Social Bias in Knowledge Graph Embeddings. A Dataset Schema for Cooperative Learning from Demonstration in Multi-robots Systems. Deep-dus …
Paper Group ANR 1362

Paper Group ANR 1362

January 26, 2020

Forecasting Granular Audience Size for Online Advertising. Robustness Certificates Against Adversarial Examples for ReLU Networks. WaLDORf: Wasteless Language-model Distillation On Reading-comprehension. Confederated Machine Learning on Horizontally and Vertically Separated Medical Data for Large-Scale Health System Intelligence. Fusion-supervised …