[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 467
January 30, 2020

Paper Group ANR 467

Poly-GAN: Multi-Conditioned GAN for Fashion Synthesis. Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning. TextTubes for Detecting Curved Text in the Wild. 3D Scene Reconstruction with Multi-layer Depth and Epipolar Transformers. Improved Mix-up with KL-Entropy for Learning From Noisy Labels. Co-Attention Hiera …

Paper Group ANR 468

Paper Group ANR 468

January 30, 2020

AffWild Net and Aff-Wild Database. Heuristic solutions to robust variants of the minimum-cost integer flow problem. Doubly Aligned Incomplete Multi-view Clustering. Realizing Continual Learning through Modeling a Learning System as a Fiber Bundle. Graph-Driven Generative Models for Heterogeneous Multi-Task Learning. An Edit-centric Approach for Wik …
Paper Group ANR 469

Paper Group ANR 469

January 30, 2020

Expectation-Aware Planning: A Unifying Framework for Synthesizing and Executing Self-Explaining Plans for Human-Aware Planning. Multivariate Uncertainty in Deep Learning. Is Discriminator a Good Feature Extractor?. Empirical Evaluation of Leveraging Named Entities for Arabic Sentiment Analysis. Region-wise Generative Adversarial ImageInpainting for …
Paper Group ANR 470

Paper Group ANR 470

January 30, 2020

A Data Science Approach for Honeypot Detection in Ethereum. How to Estimate the Ability of a Metaheuristic Algorithm to Guide Heuristics During Optimization. 3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation. Understanding the Limitations of CNN-based Absolute Camera Pose Regression. Interestingness Elements for Explain …
Paper Group ANR 471

Paper Group ANR 471

January 30, 2020

Music Recommendations in Hyperbolic Space: An Application of Empirical Bayes and Hierarchical Poincaré Embeddings. Deep Transfer Learning for Thermal Dynamics Modeling in Smart Buildings. Noiseless Privacy. PI-GAN: Learning Pose Independent representations for multiple profile face synthesis. Distributed Vector Representations of Folksong Motifs. I …
Paper Group ANR 472

Paper Group ANR 472

January 30, 2020

OffWorld Gym: open-access physical robotics environment for real-world reinforcement learning benchmark and research. GrappaNet: Combining Parallel Imaging with Deep Learning for Multi-Coil MRI Reconstruction. Recognising Agreement and Disagreement between Stances with Reason Comparing Networks. Towards Integrating Formal Verification of Autonomous …
Paper Group ANR 473

Paper Group ANR 473

January 30, 2020

Efficient Online Convex Optimization with Adaptively Minimax Optimal Dynamic Regret. Deep Music Analogy Via Latent Representation Disentanglement. Depth from a polarisation + RGB stereo pair. XPipe: Efficient Pipeline Model Parallelism for Multi-GPU DNN Training. Deep learning methods in speaker recognition: a review. How noise affects the Hessian …
Paper Group ANR 474

Paper Group ANR 474

January 30, 2020

UGAN: Untraceable GAN for Multi-Domain Face Translation. Information Maximizing Visual Question Generation. A Deep Learning Model for Chilean Bills Classification. Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites. Genetic Algorithm based Multi-Objective Optimization of Solidification in Die Casting using Deep Neural Network a …
Paper Group ANR 475

Paper Group ANR 475

January 30, 2020

Least-squares Optimal Relative Planar Motion for Vehicle-mounted Cameras. A Soft STAPLE Algorithm Combined with Anatomical Knowledge. Risk-Averse Explore-Then-Commit Algorithms for Finite-Time Bandits. Benanza: Automatic $μ$Benchmark Generation to Compute “Lower-bound” Latency and Inform Optimizations of Deep Learning Models on GPUs. Preparing Less …
Paper Group ANR 476

Paper Group ANR 476

January 30, 2020

A Simple Differentiable Programming Language. MixUp as Directional Adversarial Training. TinBiNN: Tiny Binarized Neural Network Overlay in about 5,000 4-LUTs and 5mW. Removing Stripes, Scratches, and Curtaining with Non-Recoverable Compressed Sensing. Pruning from Scratch. Towards Automatic Embryo Staging in 3D+T Microscopy Images using Convolution …
Paper Group ANR 477

Paper Group ANR 477

January 30, 2020

A Hybrid Semantic Parsing Approach for Tabular Data Analysis. Robust Coreset Construction for Distributed Machine Learning. Interaction Embeddings for Prediction and Explanation in Knowledge Graphs. Hybrid Compositional Reasoning for Reactive Synthesis from Finite-Horizon Specifications. Deepening Hidden Representations from Pre-trained Language Mo …
Paper Group ANR 478

Paper Group ANR 478

January 30, 2020

Complement Face Forensic Detection and Localization with FacialLandmarks. Knowledge Flow: Improve Upon Your Teachers. Solving Dynamic Multi-objective Optimization Problems Using Incremental Support Vector Machine. First Analysis of Local GD on Heterogeneous Data. Towards DeepSpray: Using Convolutional Neural Network to post-process Shadowgraphy Ima …
Paper Group ANR 479

Paper Group ANR 479

January 30, 2020

Efficient Discovery of Expressive Multi-label Rules using Relaxed Pruning. Generating and Exploiting Probabilistic Monocular Depth Estimates. The Non-IID Data Quagmire of Decentralized Machine Learning. Gradient-based Optimization for Bayesian Preference Elicitation. A Survey of the Recent Architectures of Deep Convolutional Neural Networks. Electr …
Paper Group ANR 480

Paper Group ANR 480

January 30, 2020

Analysis of Ward’s Method. MIRA: A Computational Neuro-Based Cognitive Architecture Applied to Movie Recommender Systems. Defending Against Adversarial Iris Examples Using Wavelet Decomposition. Generalized Resilience and Robust Statistics. Labeler-hot Detection of EEG Epileptic Transients. Contract Statements Knowledge Service for Chatbots. Non-Ga …
Paper Group ANR 481

Paper Group ANR 481

January 29, 2020

Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss. GANCoder: An Automatic Natural Language-to-Programming Language Translation Approach based on GAN. A Compositional Model of Multi-faceted Trust for Personalized Item Recommendation. Hybrid-FL for Wireless Networks: Cooperative Learning Mechanism Using Non-IID Data. Spectral …
Paper Group ANR 482

Paper Group ANR 482

January 29, 2020

Multivariate, Multistep Forecasting, Reconstruction and Feature Selection of Ocean Waves via Recurrent and Sequence-to-Sequence Networks. Metric Classification Network in Actual Face Recognition Scene. Unknown Identity Rejection Loss: Utilizing Unlabeled Data for Face Recognition. On Multi-Cause Causal Inference with Unobserved Confounding: Counter …
Paper Group ANR 483

Paper Group ANR 483

January 29, 2020

Active Authentication using an Autoencoder regularized CNN-based One-Class Classifier. Generalizing Fingerprint Spoof Detector: Learning a One-Class Classifier. Quality Measures for Speaker Verification with Short Utterances. A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal, and Parameter-free. Improving Feature Attribution …
Paper Group ANR 484

Paper Group ANR 484

January 29, 2020

ID3 Learns Juntas for Smoothed Product Distributions. CloudifierNet – Deep Vision Models for Artificial Image Processing. SetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval. Complex Evolution Recurrent Neural Networks (ceRNNs). Robust conditional GANs under missing or uncertain labels. Equiprobable mappings in weight …
Paper Group ANR 485

Paper Group ANR 485

January 29, 2020

HEAD-QA: A Healthcare Dataset for Complex Reasoning. Statistical Agnostic Mapping: a Framework in Neuroimaging based on Concentration Inequalities. Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks. SGD: Decentralized Byzantine Resilience. EPNAS: Efficient Progressive Neural Architecture Search. Sensor Fusion: Gate …
Paper Group ANR 486

Paper Group ANR 486

January 29, 2020

Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach. Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation. A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification. A Concert-planning Tool for Independent Musicians by Machine Learning Models. ICSTra …
Paper Group ANR 487

Paper Group ANR 487

January 29, 2020

Fast and Optimal Laplacian Solver for Gradient-Domain Image Editing using Green Function Convolution. Lifelong learning for text retrieval and recognition in historical handwritten document collections. Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals. IC-Network: An Inter-layer Collision Ne …
Paper Group ANR 488

Paper Group ANR 488

January 29, 2020

Region homogeneity in the Logarithmic Image Processing framework: application to region growing algorithms. Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding. Saec: Similarity-Aware Embedding Compression in Recommendation Systems. Cross-lingual Parsing with Polyglot Training and Multi-treebank Learning: A F …
Paper Group ANR 489

Paper Group ANR 489

January 29, 2020

Efficient 3D Fully Convolutional Networks for Pulmonary Lobe Segmentation in CT Images. Local block-wise self attention for normal organ segmentation. Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening. Reliable Prediction Errors for Deep Neural Networks Using Test-Time Dropout. Individualized Multilayer Tensor Le …
Paper Group ANR 490

Paper Group ANR 490

January 29, 2020

Attending to Entities for Better Text Understanding. Quasi-Monte Carlo sampling for machine-learning partial differential equations. Comparing the Performance of the LSTM and HMM Language Models via Structural Similarity. Efficient Dialogue State Tracking by Selectively Overwriting Memory. Towards Generalizable Forgery Detection with Locality-aware …
Paper Group ANR 491

Paper Group ANR 491

January 29, 2020

Controlling Steering Angle for Cooperative Self-driving Vehicles utilizing CNN and LSTM-based Deep Networks. Does deep learning always outperform simple linear regression in optical imaging?. Optimal mini-batch and step sizes for SAGA. Neural Architecture Search in Embedding Space. Nested Cavity Classifier: performance and remedy. Proximal Distille …
Paper Group ANR 492

Paper Group ANR 492

January 29, 2020

Categorization in the Wild: Generalizing Cognitive Models to Naturalistic Data across Languages. What do you mean, BERT? Assessing BERT as a Distributional Semantics Model. Solving Inverse Wave Scattering with Deep Learning. A Survey on Neural Machine Reading Comprehension. OrderNet: Ordering by Example. Exact high-dimensional asymptotics for Suppo …
Paper Group ANR 493

Paper Group ANR 493

January 29, 2020

Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images – Extended Version. Learning to Localize Temporal Events in Large-scale Video Data. Estudo comparativo de meta-heurísticas para problemas de colorações de grafos. Deep Learning for Multi-Scale Changepoint Detection in Multivariate Time Series. High-dimensional structure …
Paper Group ANR 494

Paper Group ANR 494

January 29, 2020

Sharper bounds for uniformly stable algorithms. Graph-based Discriminators: Sample Complexity and Expressiveness. Domain specific cues improve robustness of deep learning based segmentation of ct volumes. Modelling Bushfire Evacuation Behaviours. Tropical Polynomial Division and Neural Networks. State Estimation in Visual Inertial Autonomous Helico …