[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 12
January 31, 2020

Paper Group ANR 12

A Systematic Study of Leveraging Subword Information for Learning Word Representations. Infer Implicit Contexts in Real-time Online-to-Offline Recommendation. Deep Learning for Audio Signal Processing. Block Argumentation. Policy Continuation with Hindsight Inverse Dynamics. Modeling competitive evolution of multiple languages. Locality Aware Appea …

Paper Group ANR 120

Paper Group ANR 120

January 31, 2020

Declarative Data Analytics: a Survey. Supported-BinaryNet: Bitcell Array-based Weight Supports for Dynamic Accuracy-Latency Trade-offs in SRAM-based Binarized Neural Network. Neural Design Network: Graphic Layout Generation with Constraints. Bottleneck potentials in Markov Random Fields. Learning to Segment Brain Anatomy from 2D Ultrasound with Les …
Paper Group ANR 121

Paper Group ANR 121

January 31, 2020

Submodular Streaming in All its Glory: Tight Approximation, Minimum Memory and Low Adaptive Complexity. Naver Labs Europe’s Systems for the Document-Level Generation and Translation Task at WNGT 2019. Novel Long Short-Term Memory Cell Architectures: Application to Light Field Face Recognition. Automated Playtesting of Matching Tile Games. 3D human …
Paper Group ANR 122

Paper Group ANR 122

January 31, 2020

MgNet: A Unified Framework of Multigrid and Convolutional Neural Network. Theoretical guarantees for sampling and inference in generative models with latent diffusions. Scheduled Sampling for Transformers. Hard-Mining Loss based Convolutional Neural Network for Face Recognition. A Performance Comparison of Data Mining Algorithms Based Intrusion Det …
Paper Group ANR 123

Paper Group ANR 123

January 31, 2020

Generating Minimal Adversarial Perturbations with Integrated Adaptive Gradients. Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning. Video Motion Capture from the Part Confidence Maps of Multi-Camera Images by Spatiotemporal Filtering Using the Human Skeletal Model. A Knowledge Graph-based Approach for Exploring the …
Paper Group ANR 124

Paper Group ANR 124

January 31, 2020

Autonomous Aerial Cinematography In Unstructured Environments With Learned Artistic Decision-Making. Cooperative neural networks (CoNN): Exploiting prior independence structure for improved classification. Exploring applications of deep reinforcement learning for real-world autonomous driving systems. Point Attention Network for Semantic Segmentati …
Paper Group ANR 125

Paper Group ANR 125

January 31, 2020

Extreme Few-view CT Reconstruction using Deep Inference. A Deep Learning System That Generates Quantitative CT Reports for Diagnosing Pulmonary Tuberculosis. Integrating Learning and Reasoning with Deep Logic Models. Transmitter Classification With Supervised Deep Learning. SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentu …
Paper Group ANR 126

Paper Group ANR 126

January 31, 2020

A Survey on Practical Applications of Multi-Armed and Contextual Bandits. Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech. Scaling Up Quasi-Newton Algorithms: Communication Efficient Distributed SR1. A Novel BiLevel Paradigm for Image-to-Image Translation. Structured Output Learning with Conditional Gener …
Paper Group ANR 127

Paper Group ANR 127

January 31, 2020

Visualization approach to assess the robustness of neural networks for medical image classification. Cursive Multilingual Characters Recognition Based on Hard Geometric Features. Finding Syntactic Representations in Neural Stacks. Deep Reinforcement Learning for Distributed Uncoordinated Cognitive Radios Resource Allocation. Joint Object and State …
Paper Group ANR 128

Paper Group ANR 128

January 31, 2020

Pythia: AI-assisted Code Completion System. Seq2Emo for Multi-label Emotion Classification Based on Latent Variable Chains Transformation. Quantized Frank-Wolfe: Faster Optimization, Lower Communication, and Projection Free. PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression. Research on the pixel-based an …
Paper Group ANR 129

Paper Group ANR 129

January 31, 2020

Distributed Deep Learning Strategies For Automatic Speech Recognition. MMTM: Multimodal Transfer Module for CNN Fusion. A3GAN: An Attribute-aware Attentive Generative Adversarial Network for Face Aging. Leveraging External Knowledge for Out-Of-Vocabulary Entity Labeling. BUOCA: Budget-Optimized Crowd Worker Allocation. Copy-Enhanced Heterogeneous I …
Paper Group ANR 13

Paper Group ANR 13

January 31, 2020

Translationese in Machine Translation Evaluation. A Bayesian/Information Theoretic Model of Bias Learning. Straight to Shapes++: Real-time Instance Segmentation Made More Accurate. Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects. SNAP: Finding Approximate Second-Order Stationary Solutions Efficien …
Paper Group ANR 130

Paper Group ANR 130

January 31, 2020

Robust Unsupervised Audio-visual Speech Enhancement Using a Mixture of Variational Autoencoders. Explicit-risk-aware Path Planning with Reward Maximization. KPTimes: A Large-Scale Dataset for Keyphrase Generation on News Documents. Joint Multi-Domain Learning for Automatic Short Answer Grading. SESF-Fuse: An Unsupervised Deep Model for Multi-Focus …
Paper Group ANR 131

Paper Group ANR 131

January 31, 2020

Stateful Detection of Black-Box Adversarial Attacks. Quantum Data Fitting Algorithm for Non-sparse Matrices. Loss Switching Fusion with Similarity Search for Video Classification. A Paired Sparse Representation Model for Robust Face Recognition from a Single Sample. Pathologist-Level Grading of Prostate Biopsies with Artificial Intelligence. Bandit …
Paper Group ANR 132

Paper Group ANR 132

January 31, 2020

Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction. Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects. Learning Spatiotemporal Features of Ride-sourcing Services with Fusion Convolutional Network. Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Appli …
Paper Group ANR 133

Paper Group ANR 133

January 31, 2020

Convergence rates for optimised adaptive importance samplers. DAZSL: Dynamic Attributes for Zero-Shot Learning. Visualizing the Invisible: Occluded Vehicle Segmentation and Recovery. Identifying Offensive Posts and Targeted Offense from Twitter. AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning. The Semant …
Paper Group ANR 134

Paper Group ANR 134

January 31, 2020

Catching the Phish: Detecting Phishing Attacks using Recurrent Neural Networks (RNNs). A Promotion Method for Generation Error Based Video Anomaly Detection. Context-Aware Saliency Detection for Image Retargeting Using Convolutional Neural Networks. Sentiment Analysis Challenges in Persian Language. Rectified Decision Trees: Towards Interpretabilit …
Paper Group ANR 135

Paper Group ANR 135

January 31, 2020

Approximation Ratios of Graph Neural Networks for Combinatorial Problems. Ranking variables and interactions using predictive uncertainty measures. Toward a Standard Interface for User-Defined Scheduling in OpenMP. BCMA-ES: A Bayesian approach to CMA-ES. Knowledge Distillation in Document Retrieval. Learning-based Model Predictive Control for Safe …
Paper Group ANR 136

Paper Group ANR 136

January 31, 2020

Translating Visual Art into Music. Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations. WhiteNNer-Blind Image Denoising via Noise Whiteness Priors. Combining Parametric and Nonparametric Models for Off-Policy Evaluation. PUTWorkbench: Analysing Privacy in AI-intensive Systems. A Decentralized Proximal Point-type Method …
Paper Group ANR 137

Paper Group ANR 137

January 31, 2020

BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle. Fully Convolutional Deep Network Architectures for Automatic Short Glass Fiber Semantic Segmentation from CT scans. Understanding Sparse JL for Feature Hashing. Image Detection and Digit Recognition to solve Sudoku as a Constraint Satisfac …
Paper Group ANR 138

Paper Group ANR 138

January 31, 2020

Online Mixed-Integer Optimization in Milliseconds. Intrinsic Weight Learning Approach for Multi-view Clustering. Derivation of the Variational Bayes Equations. Intra- and Inter-epoch Temporal Context Network (IITNet) for Automatic Sleep Stage Scoring. Memorized Sparse Backpropagation. Automatic Synthesis of Totally Self-Checking Circuits. HEIDL: Le …
Paper Group ANR 139

Paper Group ANR 139

January 31, 2020

Designing a Symbolic Intermediate Representation for Neural Surface Realization. Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation. Efficient Continual Learning in Neural Networks with Embedding Regularization. CoachAI: A Project for Microscopic Badminton Match Data Collection and Tactical Analysis. Design and U …
Paper Group ANR 14

Paper Group ANR 14

January 31, 2020

Distinguishing between Normal and Cancer Cells Using Autoencoder Node Saliency. ISL: Optimal Policy Learning With Optimal Exploration-Exploitation Trade-Off. Visualization of Very Large High-Dimensional Data Sets as Minimum Spanning Trees. Adaptive Genomic Evolution of Neural Network Topologies (AGENT) for State-to-Action Mapping in Autonomous Agen …
Paper Group ANR 140

Paper Group ANR 140

January 31, 2020

A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks. Toward Understanding Catastrophic Forgetting in Continual Learning. Weight Friction: A Simple Method to Overcome Catastrophic Forgetting and Enable Continual Learning. TrackNet: A Deep Learning Network for Tracking High-speed and Tiny Objects in Sports Applications. Meta …
Paper Group ANR 141

Paper Group ANR 141

January 31, 2020

Combined Model for Partially-Observable and Non-Observable Task Switching: Solving Hierarchical Reinforcement Learning Problems. Stochastic DCA for minimizing a large sum of DC functions with application to Multi-class Logistic Regression. Mappa Mundi: An Interactive Artistic Mind Map Generator with Artificial Imagination. Neural data-to-text gener …
Paper Group ANR 142

Paper Group ANR 142

January 31, 2020

Convergence analysis of Tikhonov regularization for non-linear statistical inverse learning problems. Prediction of Bottleneck Points for Manipulation Planning in Cluttered Environment using a 3D Convolutional Neural Network. Multiple Sclerosis Lesion Synthesis in MRI using an encoder-decoder U-NET. Task-Motion Planning for Navigation in Belief Spa …
Paper Group ANR 143

Paper Group ANR 143

January 31, 2020

A total variation based regularizer promoting piecewise-Lipschitz reconstructions. Language models and Automated Essay Scoring. PAN: Projective Adversarial Network for Medical Image Segmentation. Universality and individuality in neural dynamics across large populations of recurrent networks. Grape detection, segmentation and tracking using deep ne …
Paper Group ANR 144

Paper Group ANR 144

January 31, 2020

GraphSAC: Detecting anomalies in large-scale graphs. Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks. Heuristic Black-box Adversarial Attacks on Video Recognition Models. Fuzzy Semantic Segmentation of Breast Ultrasound Image with Breast Anatomy Constraints. SMART: Skeletal Motion …