[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 959
January 28, 2020

Paper Group ANR 959

Quantum Learning Boolean Linear Functions w.r.t. Product Distributions. Query Term Weighting based on Query Performance Prediction. Machine Learning Methods for Shark Detection. Bidirectional Recurrent Models for Offensive Tweet Classification. DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks. On-Device User Intent Predicti …

Paper Group ANR 960

Paper Group ANR 960

January 28, 2020

Glottal Source Processing: from Analysis to Applications. Attention Interpretability Across NLP Tasks. NODE: Extreme Low Light Raw Image Denoising using a Noise Decomposition Network. Video Summarization via Actionness Ranking. Widely Linear Kernels for Complex-Valued Kernel Activation Functions. Improving Human Text Comprehension through Semi-Mark …
Paper Group ANR 961

Paper Group ANR 961

January 28, 2020

Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding Space. Ocular Recognition Databases and Competitions: A Survey. Optimization-Guided Binary Diversification to Mislead Neural Networks for Malware Detection. Degenerative Adversarial NeuroImage Nets for 4D Simulations: Application in Longitudinal MRI. A Multiple …
Paper Group ANR 962

Paper Group ANR 962

January 28, 2020

Heterogeneous Collaborative Filtering. Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing. Manifold Forests: Closing the Gap on Neural Networks. Finding Interpretable Concept Spaces in Node Embeddings using Knowledge Bases. Deep Learning and Gaussian Process based Band Assignment in Dual Band Systems. One-Shot Template …
Paper Group ANR 963

Paper Group ANR 963

January 28, 2020

forgeNet: A graph deep neural network model using tree-based ensemble classifiers for feature extraction. Tutorial: Deriving the Standard Variational Autoencoder (VAE) Loss Function. Improving Back-Translation with Uncertainty-based Confidence Estimation. Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning. A prop …
Paper Group ANR 964

Paper Group ANR 964

January 28, 2020

On approximating dropout noise injection. MTRNet: A Generic Scene Text Eraser. Robust Feature-Based Point Registration Using Directional Mixture Model. Neural-networks for geophysicists and their application to seismic data interpretation. Multiple Kernel Learning from $U$-Statistics of Empirical Measures in the Feature Space. Improving sample dive …
Paper Group ANR 965

Paper Group ANR 965

January 28, 2020

SCR-Graph: Spatial-Causal Relationships based Graph Reasoning Network for Human Action Prediction. Generating and Aligning from Data Geometries with Generative Adversarial Networks. Transformed $\ell_1$ Regularization for Learning Sparse Deep Neural Networks. TransGCN:Coupling Transformation Assumptions with Graph Convolutional Networks for Link Pr …
Paper Group ANR 966

Paper Group ANR 966

January 28, 2020

Bayesian Zero-Shot Learning. LatentFusion: End-to-End Differentiable Reconstruction and Rendering for Unseen Object Pose Estimation. Zero-shot Learning for Audio-based Music Classification and Tagging. Machine Learning Cryptanalysis of a Quantum Random Number Generator. Sub-frame Appearance and 6D Pose Estimation of Fast Moving Objects. Single Clas …
Paper Group ANR 967

Paper Group ANR 967

January 28, 2020

A Scalable Approach for Facial Action Unit Classifier Training UsingNoisy Data for Pre-Training. Patch Clustering for Representation of Histopathology Images. Optimal Attacks on Reinforcement Learning Policies. Policy Based Inference in Trick-Taking Card Games. Uncertainty Estimates for Ordinal Embeddings. Gradient Sparification for Asynchronous Di …
Paper Group ANR 968

Paper Group ANR 968

January 28, 2020

Deep learning control of artificial avatars in group coordination tasks. On Learning Meaningful Code Changes via Neural Machine Translation. Sparse Solutions of a Class of Constrained Optimization Problems. Discourse Tagging for Scientific Evidence Extraction. Learning Landmark-Based Ensembles with Random Fourier Features and Gradient Boosting. Col …
Paper Group ANR 969

Paper Group ANR 969

January 28, 2020

Investigation of Initialization Strategies for the Multiple Instance Adaptive Cosine Estimator. k-Relevance Vectors for Pattern Classification. Cross-lingual Visual Verb Sense Disambiguation. AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design. Image Captioning with Sparse Recurrent Neural Networ …
Paper Group ANR 970

Paper Group ANR 970

January 28, 2020

Approximation capabilities of neural networks on unbounded domains. Time/Accuracy Tradeoffs for Learning a ReLU with respect to Gaussian Marginals. Hybrid Deep Network for Anomaly Detection. Attention-Aware Linear Depthwise Convolution for Single Image Super-Resolution. How to Pick the Best Source Data? Measuring Transferability for Heterogeneous D …
Paper Group ANR 971

Paper Group ANR 971

January 28, 2020

Experience Management in Multi-player Games. Object Placement on Cluttered Surfaces: A Nested Local Search Approach. Directed Exploration for Reinforcement Learning. Self-Supervised Exploration via Disagreement. Parallel Computation of Graph Embeddings. Learning Efficient and Effective Exploration Policies with Counterfactual Meta Policy. Compare M …
Paper Group ANR 972

Paper Group ANR 972

January 28, 2020

The Performance of Machine and Deep Learning Classifiers in Detecting Zero-Day Vulnerabilities. On Space-spectrum Uncertainty Analysis for Coded Aperture Systems. CNN-based Semantic Segmentation using Level Set Loss. Contrast Optimization And Local Adaptation (COALA) for HDR Compression. DAWN: Dual Augmented Memory Network for Unsupervised Video Ob …
Paper Group ANR 973

Paper Group ANR 973

January 28, 2020

Quantile Propagation for Wasserstein-Approximate Gaussian Processes. A Novel Multiple Classifier Generation and Combination Framework Based on Fuzzy Clustering and Individualized Ensemble Construction. Scene and Environment Monitoring Using Aerial Imagery and Deep Learning. A Stable Nuclear Future? The Impact of Autonomous Systems and Artificial In …
Paper Group ANR 974

Paper Group ANR 974

January 28, 2020

Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation. Dynamic Approach for Lane Detection using Google Street View and CNN. Extracting Novel Facts from Tables for Knowledge Graph Completion (Extended version). Exploiting Model Sparsity in Adaptive MPC: A Compressed Sensing Viewpoint. Wind Estimation Using Quadco …
Paper Group ANR 975

Paper Group ANR 975

January 28, 2020

Serif or Sans: Visual Font Analytics on Book Covers and Online Advertisements. Robustifying deep networks for image segmentation. Single Image Super-resolution via Dense Blended Attention Generative Adversarial Network for Clinical Diagnosis. Big Data Goes Small: Real-Time Spectrum-Driven Embedded Wireless Networking Through Deep Learning in the RF …
Paper Group ANR 976

Paper Group ANR 976

January 28, 2020

The Wang-Landau Algorithm as Stochastic Optimization and Its Acceleration. Accurate Monocular Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving. A Unified Framework of Robust Submodular Optimization. Matrix Product State Based Quantum Classifier. GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving. Re- …
Paper Group ANR 977

Paper Group ANR 977

January 28, 2020

Static Activation Function Normalization. Meta-Learning for Black-box Optimization. Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction. Will this Course Increase or Decrease Your GPA? Towards Grade-aware Course Recommendation. Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions. Dataflo …
Paper Group ANR 978

Paper Group ANR 978

January 28, 2020

Iterative temporal differencing with random synaptic feedback weights support error backpropagation for deep learning. Multimodal Video-based Apparent Personality Recognition Using Long Short-Term Memory and Convolutional Neural Networks. RoNGBa: A Robustly Optimized Natural Gradient Boosting Training Approach with Leaf Number Clipping. Making Asyn …
Paper Group ANR 979

Paper Group ANR 979

January 28, 2020

Contextual Bandits Evolving Over Finite Time. Cross-Domain Conditional Generative Adversarial Networks for Stereoscopic Hyperrealism in Surgical Training. Making Neural Machine Reading Comprehension Faster. Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs. Machine Reading Comprehension for Answer Re-Ranking i …
Paper Group ANR 980

Paper Group ANR 980

January 28, 2020

Breast Tumor Cellularity Assessment using Deep Neural Networks. A Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data. Machine learning Calabi-Yau metrics. Inverse Graphics: Unsupervised Learning of 3D Shapes from Single Images. Learning Open Information Extraction of Implicit Relations from Reading Comprehension Data …
Paper Group ANR 981

Paper Group ANR 981

January 28, 2020

Online Synthesis for Runtime Enforcement of Safety in Multi-Agent Systems. Data hiding in complex-amplitude modulation using a digital micromirror device. Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds. Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention. Outlier-Robust Spatia …
Paper Group ANR 982

Paper Group ANR 982

January 28, 2020

Interpretable Deep Learning for Two-Prong Jet Classification with Jet Spectra. The Stroke Correspondence Problem, Revisited. Scalable Multi Corpora Neural Language Models for ASR. Multi-View Region Adaptive Multi-temporal DMM and RGB Action Recognition. Differentially private anonymized histograms. Off-policy Learning for Multiple Loggers. One Mode …
Paper Group ANR 983

Paper Group ANR 983

January 28, 2020

Performance Analysis of Spatial and Transform Filters for Efficient Image Noise Reduction. Interpolating Local and Global Search by Controlling the Variance of Standard Bit Mutation. Discovering Hidden Structure in High Dimensional Human Behavioral Data via Tensor Factorization. A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmen …
Paper Group ANR 984

Paper Group ANR 984

January 28, 2020

Analysis of a Two-Layer Neural Network via Displacement Convexity. Look, Read and Enrich. Learning from Scientific Figures and their Captions. Fine-grained Optimization of Deep Neural Networks. New Radon Transform Based Texture Features of Handwritten Document. A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off. AllenN …
Paper Group ANR 985

Paper Group ANR 985

January 28, 2020

Improving OOV Detection and Resolution with External Language Models in Acoustic-to-Word ASR. Coding for Crowdsourced Classification with XOR Queries. Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. Revisiting Randomized Gossip Algorithms: General Framework, Convergence Rates and Novel Block a …
Paper Group ANR 986

Paper Group ANR 986

January 28, 2020

Statistical Parameter Selection for Clustering Persistence Diagrams. Fully Hyperbolic Convolutional Neural Networks. Depth Estimation on Underwater Omni-directional Images Using a Deep Neural Network. How do neural networks see depth in single images?. Unsupervised Domain-Adaptive Person Re-identification Based on Attributes. Painting on Placement: …