[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 317
October 20, 2019

Paper Group AWR 317

Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data. Shall I Compare Thee to a Machine-Written Sonnet? An Approach to Algorithmic Sonnet Generation. Towards real-time unsupervised monocular depth estimation on CPU. Integrating Transformer and Paraphrase Rules for Sentence Simplification. Practical Text Classification …

Paper Group AWR 318

Paper Group AWR 318

October 20, 2019

BTS-DSN: Deeply Supervised Neural Network with Short Connections for Retinal Vessel Segmentation. cGANs with Projection Discriminator. Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding. Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models. Towards Two- …
Paper Group AWR 319

Paper Group AWR 319

October 20, 2019

Multimodal Differential Network for Visual Question Generation. Accurate and Diverse Sampling of Sequences based on a “Best of Many” Sample Objective. SparseMAP: Differentiable Sparse Structured Inference. Constrained Deep Learning using Conditional Gradient and Applications in Computer Vision. Brain MRI Image Super Resolution using Phase Stretch T …
Paper Group AWR 320

Paper Group AWR 320

October 20, 2019

Two Local Models for Neural Constituent Parsing. Detecting Malicious PowerShell Commands using Deep Neural Networks. Data Augmentation using Random Image Cropping and Patching for Deep CNNs. Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion. Shift-Net: Image Inpainting via Deep Feature Rearrangement. DeepFlux for Skele …
Paper Group AWR 321

Paper Group AWR 321

October 20, 2019

Deep $k$-Means: Jointly clustering with $k$-Means and learning representations. Cross-media Multi-level Alignment with Relation Attention Network. State Representation Learning for Control: An Overview. Similarity encoding for learning with dirty categorical variables. Disambiguating Music Artists at Scale with Audio Metric Learning. Perturbative N …
Paper Group AWR 322

Paper Group AWR 322

October 20, 2019

COCO-CN for Cross-Lingual Image Tagging, Captioning and Retrieval. Approximate Fisher Information Matrix to Characterise the Training of Deep Neural Networks. Machine learning 2.0 : Engineering Data Driven AI Products. SegMap: 3D Segment Mapping using Data-Driven Descriptors. PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Reso …
Paper Group AWR 323

Paper Group AWR 323

October 20, 2019

Understanding Learned Models by Identifying Important Features at the Right Resolution. Plug-in Regularized Estimation of High-Dimensional Parameters in Nonlinear Semiparametric Models. Evaluation of Unsupervised Compositional Representations. Underwater Fish Detection using Deep Learning for Water Power Applications. Adaptive Semi-supervised Learn …
Paper Group AWR 324

Paper Group AWR 324

October 20, 2019

A Note on the Inception Score. DeepInf: Social Influence Prediction with Deep Learning. MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting. Learning Adversarially Fair and Transferable Representations. In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking. Understanding Short-Horizon …
Paper Group AWR 325

Paper Group AWR 325

October 20, 2019

Reverse Attention for Salient Object Detection. Predicting Twitter User Socioeconomic Attributes with Network and Language Information. DeepIM: Deep Iterative Matching for 6D Pose Estimation. Debugging Neural Machine Translations. CapsuleGAN: Generative Adversarial Capsule Network. PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation. A Survey …
Paper Group AWR 326

Paper Group AWR 326

October 20, 2019

Non-bifurcating phylogenetic tree inference via the adaptive LASSO. A Novel Learning-based Global Path Planning Algorithm for Planetary Rovers. Mining within-trial oscillatory brain dynamics to address the variability of optimized spatial filters. Towards Efficient Large-Scale Graph Neural Network Computing. Beamformed Fingerprint Learning for Accu …
Paper Group AWR 327

Paper Group AWR 327

October 20, 2019

Relay: A New IR for Machine Learning Frameworks. Off-line vs. On-line Evaluation of Recommender Systems in Small E-commerce. Cold-start recommendations in Collective Matrix Factorization. CornerNet: Detecting Objects as Paired Keypoints. Compact Policies for Fully-Observable Non-Deterministic Planning as SAT. SpiderCNN: Deep Learning on Point Sets …
Paper Group AWR 328

Paper Group AWR 328

October 20, 2019

Deeper Image Quality Transfer: Training Low-Memory Neural Networks for 3D Images. Visual Text Correction. Lipschitz regularity of deep neural networks: analysis and efficient estimation. Integrating Local Context and Global Cohesiveness for Open Information Extraction. Symbolic Priors for RNN-based Semantic Parsing. Semi-Amortized Variational Autoe …
Paper Group AWR 329

Paper Group AWR 329

October 20, 2019

Evolution-Guided Policy Gradient in Reinforcement Learning. Multi-attention Recurrent Network for Human Communication Comprehension. Amalgamating Knowledge towards Comprehensive Classification. Breaking-down the Ontology Alignment Task with a Lexical Index and Neural Embeddings. Domain Adaptation for Ear Recognition Using Deep Convolutional Neural …
Paper Group AWR 330

Paper Group AWR 330

October 20, 2019

NCRF++: An Open-source Neural Sequence Labeling Toolkit. PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image. Building a Conversational Agent Overnight with Dialogue Self-Play. Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation. Scan2CAD: Learning CAD Model Alignment in RGB-D Sc …
Paper Group AWR 331

Paper Group AWR 331

October 20, 2019

PointCNN: Convolution On $\mathcal{X}$-Transformed Points. Learning Neural Templates for Text Generation. Path-Level Network Transformation for Efficient Architecture Search. Wide Activation for Efficient and Accurate Image Super-Resolution. Diverse Few-Shot Text Classification with Multiple Metrics. PointConv: Deep Convolutional Networks on 3D Poi …
Paper Group AWR 332

Paper Group AWR 332

October 20, 2019

Measuring the Intrinsic Dimension of Objective Landscapes. 3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation. Learning Attractor Dynamics for Generative Memory. Is it Safe to Drive? An Overview of Factors, Challenges, and Datasets for Driveability Assessment in Autonomous Driving. Recurrent Neural Network-Based Semantic Va …
Paper Group AWR 333

Paper Group AWR 333

October 20, 2019

From POS tagging to dependency parsing for biomedical event extraction. Recurrent Deep Embedding Networks for Genotype Clustering and Ethnicity Prediction. Adversarial Logit Pairing. Stories for Images-in-Sequence by using Visual and Narrative Components. On Learning Intrinsic Rewards for Policy Gradient Methods. Pose Flow: Efficient Online Pose Tr …
Paper Group AWR 334

Paper Group AWR 334

October 20, 2019

Quadrature-based features for kernel approximation. Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters. Recurrent machines for likelihood-free inference. A minimax near-optimal algorithm for adaptive rejection sampling. Deep Frank-Wolfe For Neural Network Optimization. Multistep Neural Networks for Data-driven …
Paper Group AWR 335

Paper Group AWR 335

October 20, 2019

Learning a Neural-network-based Representation for Open Set Recognition. MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations. A Neural Temporal Model for Human Motion Prediction. Neural Program Synthesis with Priority Queue Training. Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirect …
Paper Group AWR 336

Paper Group AWR 336

October 20, 2019

Stochastic Video Generation with a Learned Prior. Using link and content over time for embedding generation in Dynamic Attributed Networks. A Large-Scale Study on Regularization and Normalization in GANs. Pre-training on high-resource speech recognition improves low-resource speech-to-text translation. SPLATNet: Sparse Lattice Networks for Point Cl …
Paper Group AWR 337

Paper Group AWR 337

October 20, 2019

Sampled Policy Gradient for Learning to Play the Game Agar.io. Exploring object-centric and scene-centric CNN features and their complementarity for human rights violations recognition in images. Effective Subword Segmentation for Text Comprehension. Learning for Video Super-Resolution through HR Optical Flow Estimation. Bias and Generalization in …
Paper Group AWR 338

Paper Group AWR 338

October 20, 2019

Neural Network Acceptability Judgments. The PyTorch-Kaldi Speech Recognition Toolkit. A Numerical Framework for Efficient Motion Estimation on Evolving Sphere-Like Surfaces based on Brightness and Mass Conservation Laws. A Quantum Many-body Wave Function Inspired Language Modeling Approach. 3D Human Pose Estimation with Siamese Equivariant Embeddin …
Paper Group AWR 339

Paper Group AWR 339

October 20, 2019

Training Generative Reversible Networks. Deep Micro-Dictionary Learning and Coding Network. The Cinderella Complex: Word Embeddings Reveal ender Stereotypes in Movies and Books. Nonparallel Emotional Speech Conversion. Learning a Text-Video Embedding from Incomplete and Heterogeneous Data. Generating Text through Adversarial Training using Skip-Tho …
Paper Group AWR 340

Paper Group AWR 340

October 20, 2019

The Blackbird Dataset: A large-scale dataset for UAV perception in aggressive flight. Cross-Domain Adversarial Auto-Encoder. Probabilistic Binary Neural Networks. Recurrent Skipping Networks for Entity Alignment. Laplacian Smoothing Gradient Descent. Collaborations on YouTube: From Unsupervised Detection to the Impact on Video and Channel Popularit …
Paper Group AWR 341

Paper Group AWR 341

October 20, 2019

Learning to Solve NP-Complete Problems - A Graph Neural Network for Decision TSP. S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation Learning. Scalable Micro-planned Generation of Discourse from Structured Data. The Double Sphere Camera Model. Hyperparameters and Tuning Strategies for Random Forest. SqueezeSegV2: I …
Paper Group AWR 342

Paper Group AWR 342

October 20, 2019

Autoregressive Quantile Networks for Generative Modeling. Guiding Deep Learning System Testing using Surprise Adequacy. Deep Randomized Ensembles for Metric Learning. MEAL: Multi-Model Ensemble via Adversarial Learning. Temporal Pattern Attention for Multivariate Time Series Forecasting. The Global Anchor Method for Quantifying Linguistic Shifts an …
Paper Group AWR 343

Paper Group AWR 343

October 20, 2019

Learning Contextual Bandits in a Non-stationary Environment. DELIMIT PyTorch - An extension for Deep Learning in Diffusion Imaging. The Tsetlin Machine - A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic. DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization. Gra …
Paper Group AWR 344

Paper Group AWR 344

October 20, 2019

DetNet: A Backbone network for Object Detection. Deep Bayesian Self-Training. Double Path Networks for Sequence to Sequence Learning. Submodular Hypergraphs: p-Laplacians, Cheeger Inequalities and Spectral Clustering. Real-world Anomaly Detection in Surveillance Videos. BRUNO: A Deep Recurrent Model for Exchangeable Data. Generating Informative and …