[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 289
October 20, 2019

Paper Group AWR 289

A Bayesian Approach for Sequence Tagging with Crowds. Weighted Spectral Embedding of Graphs. Lip Movements Generation at a Glance. Navigating the Landscape for Real-time Localisation and Mapping for Robotics and Virtual and Augmented Reality. Resource Aware Person Re-identification across Multiple Resolutions. Spatial and Temporal Mutual Promotion …

Paper Group AWR 290

Paper Group AWR 290

October 20, 2019

Neural Ordinary Differential Equations. Scalable and accurate deep learning for electronic health records. Deep Vessel Segmentation By Learning Graphical Connectivity. Hide-and-Seek: A Data Augmentation Technique for Weakly-Supervised Localization and Beyond. Extracting Sentiment Attitudes From Analytical Texts. Attend, Copy, Parse – End-to-end in …
Paper Group AWR 291

Paper Group AWR 291

October 20, 2019

DeepTAM: Deep Tracking and Mapping. T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks. BRITS: Bidirectional Recurrent Imputation for Time Series. Pyramidal Recurrent Unit for Language Modeling. QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension. Convolutional Neural Networ …
Paper Group AWR 292

Paper Group AWR 292

October 20, 2019

Stronger Data Poisoning Attacks Break Data Sanitization Defenses. Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network. AI Blue Book: Vehicle Price Prediction using Visual Features. Generating Diverse and Meaningful Captions. DeLS-3D: Deep Localization and Segmentation with a 3D Semantic Map. Counterexample-Guided Data A …
Paper Group AWR 293

Paper Group AWR 293

October 20, 2019

Machine Learning Classifiers Do Not Improve the Prediction of Academic Risk: Evidence from Australia. Deep Reinforcement Learning for General Video Game AI. Links: A High-Dimensional Online Clustering Method. Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network. I-HAZE: a dehazing benchmark with real hazy and haze- …
Paper Group AWR 294

Paper Group AWR 294

October 20, 2019

Reversible Recurrent Neural Networks. Fast Geometrically-Perturbed Adversarial Faces. Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks. GLStyleNet: Higher Quality Style Transfer Combining Global and Local Pyramid Features. CASCADE: Contextual Sarcasm Detection in Online Discussion Forums. DenseImage Network: Video Spatial …
Paper Group AWR 295

Paper Group AWR 295

October 20, 2019

Random mesh projectors for inverse problems. Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata. Generative Adversarial Network Architectures For Image Synthesis Using Capsule Networks. Joint Unsupervised Learning of Optical Flow and Depth by Watching Stereo Videos. Training Generative Adversarial Networks Via Turing T …
Paper Group AWR 296

Paper Group AWR 296

October 20, 2019

Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks. The N-Tuple Bandit Evolutionary Algorithm for Game Agent Optimisation. Bayesian Coreset Construction via Greedy Iterative Geodesic Ascent. Zero-shot User Intent Detection via Capsule Neural Networks. Differentiable Learning-to-Normalize via Switchable Normalization. A Ze …
Paper Group AWR 297

Paper Group AWR 297

October 20, 2019

Structured Control Nets for Deep Reinforcement Learning. Variational Bayesian Weighted Complex Network Reconstruction. TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning. RMDL: Random Multimodel Deep Learning for Classification. Multiview Supervision By Registration. Learning Dynamic Memory Networks for Object …
Paper Group AWR 298

Paper Group AWR 298

October 20, 2019

Text Segmentation as a Supervised Learning Task. Improving the Transformer Translation Model with Document-Level Context. Reviving and Improving Recurrent Back-Propagation. Detecting Social Influence in Event Cascades by Comparing Discriminative Rankers. Learning Type-Aware Embeddings for Fashion Compatibility. QMIX: Monotonic Value Function Factor …
Paper Group AWR 299

Paper Group AWR 299

October 20, 2019

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction. Deep Graph Infomax. Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking. Bootstrapping Generators from Noisy Data. Understanding Back-Translation at Scale. CTAP: Complementary Temporal Action Proposal Generation. FlowQA: Grasping Flo …
Paper Group AWR 300

Paper Group AWR 300

October 20, 2019

Adaptive Mechanism Design: Learning to Promote Cooperation. Stochastic Deep Networks. Split and Rephrase: Better Evaluation and a Stronger Baseline. MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning. A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC. Ranking Paragraphs for Improving An …
Paper Group AWR 301

Paper Group AWR 301

October 20, 2019

BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning. Meta-Learning Priors for Efficient Online Bayesian Regression. A Differentially Private Kernel Two-Sample Test. ensmallen: a flexible C++ library for efficient function optimization. Towards Good Practices on Building Effective CNN Baseline Model for Person Re-identifi …
Paper Group AWR 302

Paper Group AWR 302

October 20, 2019

Empirical Risk Minimization and Stochastic Gradient Descent for Relational Data. Legendre Decomposition for Tensors. Towards Understanding Regularization in Batch Normalization. On the iterative refinement of densely connected representation levels for semantic segmentation. Generating Realistic Geology Conditioned on Physical Measurements with Gen …
Paper Group AWR 303

Paper Group AWR 303

October 20, 2019

Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images. RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information. Challenges of language technologies for the indigenous languages of the Americas. Towards a Better Understanding and Regularization of GAN Training Dynamics. Convolutional CRFs …
Paper Group AWR 304

Paper Group AWR 304

October 20, 2019

SceneEDNet: A Deep Learning Approach for Scene Flow Estimation. LoST? Appearance-Invariant Place Recognition for Opposite Viewpoints using Visual Semantics. Multiple Instance Choquet Integral Classifier Fusion and Regression for Remote Sensing Applications. Neural Guided Constraint Logic Programming for Program Synthesis. Automatic Program Synthesi …
Paper Group AWR 305

Paper Group AWR 305

October 20, 2019

A Two-point Method for PTZ Camera Calibration in Sports. Invariant Information Clustering for Unsupervised Image Classification and Segmentation. Imputation and low-rank estimation with Missing Not At Random data. Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection. Model Agnostic Time Series Analysis via Matrix …
Paper Group AWR 306

Paper Group AWR 306

October 20, 2019

Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies. Optimal Completion Distillation for Sequence Learning. TED-LIUM 3: twice as much data and corpus repartition for experiments on speaker adaptation. A Modulation Module for Multi-task Learning with Applications in Image Retrieval. Learning to Reweight Example …
Paper Group AWR 307

Paper Group AWR 307

October 20, 2019

An Infinite Parade of Giraffes: Expressive Augmentation and Complexity Layers for Cartoon Drawing. Evolving Space-Time Neural Architectures for Videos. Learning Gender-Neutral Word Embeddings. Deep Learning at Scale for the Construction of Galaxy Catalogs in the Dark Energy Survey. Predicting Citation Counts with a Neural Network. Robust Attentiona …
Paper Group AWR 308

Paper Group AWR 308

October 20, 2019

Automatic Recognition of Student Engagement using Deep Learning and Facial Expression. Ensemble learning with 3D convolutional neural networks for connectome-based prediction. A Comparison of Machine Learning Algorithms for the Surveillance of Autism Spectrum Disorder. Generalizing to Unseen Domains via Adversarial Data Augmentation. e-SNLI: Natura …
Paper Group AWR 309

Paper Group AWR 309

October 20, 2019

SwishNet: A Fast Convolutional Neural Network for Speech, Music and Noise Classification and Segmentation. GAIN: Missing Data Imputation using Generative Adversarial Nets. Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization. Scalable End-to-End Autonomous Vehicle Testing via Rare-event Simula …
Paper Group AWR 310

Paper Group AWR 310

October 20, 2019

Distractor-aware Siamese Networks for Visual Object Tracking. DQN-TAMER: Human-in-the-Loop Reinforcement Learning with Intractable Feedback. A multi-contrast MRI approach to thalamus segmentation. Evolving simple programs for playing Atari games. Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression. Fictitious GAN: Training GANs …
Paper Group AWR 311

Paper Group AWR 311

October 20, 2019

Deterministic Variational Inference for Robust Bayesian Neural Networks. One-Class Adversarial Nets for Fraud Detection. Black-box Adversarial Attacks with Limited Queries and Information. Learning Discriminative Features with Multiple Granularities for Person Re-Identification. Evaluating surgical skills from kinematic data using convolutional neu …
Paper Group AWR 312

Paper Group AWR 312

October 20, 2019

Conditional Density Estimation with Bayesian Normalising Flows. Non-blind Image Restoration Based on Convolutional Neural Network. On Offline Evaluation of Vision-based Driving Models. The Advantage of Doubling: A Deep Reinforcement Learning Approach to Studying the Double Team in the NBA. Multi-Task Learning as Multi-Objective Optimization. Variat …
Paper Group AWR 313

Paper Group AWR 313

October 20, 2019

Online Planner Selection with Graph Neural Networks and Adaptive Scheduling. Learning to Learn from Noisy Labeled Data. Robustness of Quantum-Enhanced Adaptive Phase Estimation. Motion Planning Among Dynamic, Decision-Making Agents with Deep Reinforcement Learning. JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets. …
Paper Group AWR 314

Paper Group AWR 314

October 20, 2019

RenderNet: A deep convolutional network for differentiable rendering from 3D shapes. Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks. Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models. Switch-based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Lear …
Paper Group AWR 315

Paper Group AWR 315

October 20, 2019

Point Convolutional Neural Networks by Extension Operators. FWLBP: A Scale Invariant Descriptor for Texture Classification. Masked Conditional Neural Networks for Automatic Sound Events Recognition. On Kernel Method-Based Connectionist Models and Supervised Deep Learning Without Backpropagation. ClariNet: Parallel Wave Generation in End-to-End Text …
Paper Group AWR 316

Paper Group AWR 316

October 20, 2019

Computation of optimal transport and related hedging problems via penalization and neural networks. Robust Neural Malware Detection Models for Emulation Sequence Learning. SqueezeFit: Label-aware dimensionality reduction by semidefinite programming. Cloud Detection From RGB Color Remote Sensing Images With Deep Pyramid Networks. Community Regulariz …