[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 124
October 21, 2019

Paper Group AWR 124

ADef: an Iterative Algorithm to Construct Adversarial Deformations. Deep Bayesian Inversion. HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs. Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text. Expeditious Generation of Knowledge Graph Embeddings. Margin-based Parallel Corpus Mining wit …

Paper Group AWR 125

Paper Group AWR 125

October 21, 2019

Let’s Dance: Learning From Online Dance Videos. Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding. Movie Recommendation System using Sentiment Analysis from Microblogging Data. An Introductory Survey on Attention Mechanisms in NLP Problems. Near-lossless Binarization of Word Embeddings. Learning to Encode T …
Paper Group AWR 126

Paper Group AWR 126

October 21, 2019

Generating Music using an LSTM Network. A Call for Clarity in Reporting BLEU Scores. Efficient Nearest Neighbors Search for Large-Scale Landmark Recognition. CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning. Simple random search provides a competitive approach to reinforcement learning. Quickshift++: Provably Good Initi …
Paper Group AWR 127

Paper Group AWR 127

October 21, 2019

Temporal Gaussian Mixture Layer for Videos. Hyperspherical Variational Auto-Encoders. Conditional Linear Regression. Efficient Model-Free Reinforcement Learning Using Gaussian Process. Neural Processes. Deep Underwater Image Enhancement. Comparing Dynamics: Deep Neural Networks versus Glassy Systems. End-to-End Speech Recognition From the Raw Wavef …
Paper Group AWR 128

Paper Group AWR 128

October 21, 2019

dyngraph2vec: Capturing Network Dynamics using Dynamic Graph Representation Learning. VoxelMorph: A Learning Framework for Deformable Medical Image Registration. Deep Depth Completion of a Single RGB-D Image. Semi-crowdsourced Clustering with Deep Generative Models. Mittens: An Extension of GloVe for Learning Domain-Specialized Representations. A G …
Paper Group AWR 129

Paper Group AWR 129

October 21, 2019

An Effective Single-Image Super-Resolution Model Using Squeeze-and-Excitation Networks. When Vehicles See Pedestrians with Phones:A Multi-Cue Framework for Recognizing Phone-based Activities of Pedestrians. Consistent Robust Adversarial Prediction for General Multiclass Classification. Dynamic Vision Sensors for Human Activity Recognition. Inhibite …
Paper Group AWR 13

Paper Group AWR 13

October 21, 2019

A Novel Online Stacked Ensemble for Multi-Label Stream Classification. CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images. Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection. DeepType: Multilingual Entity Linking by Neural Type System Evolution. Robust Blind Deco …
Paper Group AWR 130

Paper Group AWR 130

October 21, 2019

RDF2PT: Generating Brazilian Portuguese Texts from RDF Data. Stochastic Answer Networks for Natural Language Inference. Improving Context Modelling in Multimodal Dialogue Generation. Improving Conditional Sequence Generative Adversarial Networks by Stepwise Evaluation. A Factor Graph Approach to Automated Design of Bayesian Signal Processing Algori …
Paper Group AWR 131

Paper Group AWR 131

October 21, 2019

A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents. Local Spectral Graph Convolution for Point Set Feature Learning. Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents. MLtuner: System Support for Automatic Machine Learning Tuning. Traffic Graph Convolutional Recurrent Neural Netw …
Paper Group AWR 132

Paper Group AWR 132

October 21, 2019

PHD-GIFs: Personalized Highlight Detection for Automatic GIF Creation. Boosting in Image Quality Assessment. DSFD: Dual Shot Face Detector. A Comparative Study of Quality and Content-Based Spatial Pooling Strategies in Image Quality Assessment. ATOM: Accurate Tracking by Overlap Maximization. Online Abstraction with MDP Homomorphisms for Deep Learn …
Paper Group AWR 133

Paper Group AWR 133

October 21, 2019

Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification. The Geometry of Culture: Analyzing Meaning through Word Embeddings. Video-based Person Re-identification Using Spatial-Temporal Attention Networks. A Tree-based Decoder for Neural Machine Translation. Constituent Parsing as Sequence Labeling. Taking A …
Paper Group AWR 134

Paper Group AWR 134

October 21, 2019

Scale-aware multi-level guidance for interactive instance segmentation. Bidirectional Quaternion Long-Short Term Memory Recurrent Neural Networks for Speech Recognition. Learning to Summarize Radiology Findings. Deep Multimodal Image-Repurposing Detection. Reinforcement Learning for Relation Classification from Noisy Data. Security Analysis of Deep …
Paper Group AWR 135

Paper Group AWR 135

October 21, 2019

Learning Warped Guidance for Blind Face Restoration. Precision and Recall for Time Series. Gradient and Newton Boosting for Classification and Regression. Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos. On Robust Trimming of Bayesian Network Classifiers. Breaking NLI Systems with Sentences that Require Simple Lexical I …
Paper Group AWR 136

Paper Group AWR 136

October 21, 2019

Compressing physical properties of atomic species for improving predictive chemistry. Data-efficient Neuroevolution with Kernel-Based Surrogate Models. RoadTracer: Automatic Extraction of Road Networks from Aerial Images. Ensemble Learning Applied to Classify GPS Trajectories of Birds into Male or Female. Detail-Preserving Pooling in Deep Networks. …
Paper Group AWR 137

Paper Group AWR 137

October 21, 2019

MRI Tumor Segmentation with Densely Connected 3D CNN. A new robust feature selection method using variance-based sensitivity analysis. Fact Checking in Community Forums. DropBlock: A regularization method for convolutional networks. A Study into the similarity in generator and discriminator in GAN architecture. Multilevel Wavelet Decomposition Netw …
Paper Group AWR 138

Paper Group AWR 138

October 21, 2019

Differentially Private Releasing via Deep Generative Model (Technical Report). DRCD: a Chinese Machine Reading Comprehension Dataset. Deep Reinforcement Learning for Vision-Based Robotic Grasping: A Simulated Comparative Evaluation of Off-Policy Methods. Density Adaptive Point Set Registration. MIXGAN: Learning Concepts from Different Domains for M …
Paper Group AWR 139

Paper Group AWR 139

October 21, 2019

Handling Incomplete Heterogeneous Data using VAEs. N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to Molecules. Deep Defense: Training DNNs with Improved Adversarial Robustness. Using Deep Learning to Extend the Range of Air-Pollution Monitoring and Forecasting. Image Super-Resolution via Dual-State Recurrent Network …
Paper Group AWR 14

Paper Group AWR 14

October 21, 2019

Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing. A Fusion Approach for Multi-Frame Optical Flow Estimation. SpotTune: Transfer Learning through Adaptive Fine-tuning. Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning. Counterfactually Fair Prediction U …
Paper Group AWR 140

Paper Group AWR 140

October 21, 2019

Toward Diverse Text Generation with Inverse Reinforcement Learning. Multi-Agent Reinforcement Learning: A Report on Challenges and Approaches. Hierarchical Graph Clustering using Node Pair Sampling. Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems. Norm-Preservation: Why Residual Networks Can Become Ex …
Paper Group AWR 141

Paper Group AWR 141

October 21, 2019

FDFNet : A Secure Cancelable Deep Finger Dorsal Template Generation Network Secured via. Bio-Hashing. End-to-End Incremental Learning. Superpixel-enhanced Pairwise Conditional Random Field for Semantic Segmentation. Characterising epithelial tissues using persistent entropy. On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neura …
Paper Group AWR 142

Paper Group AWR 142

October 21, 2019

DeepSaucer: Unified Environment for Verifying Deep Neural Networks. Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models. Stochastic seismic waveform inversion using generative adversarial networks as a geological prior. Audio-Visual Event Localization in Unconstrained Videos. Why do deep convolutional networks ge …
Paper Group AWR 143

Paper Group AWR 143

October 21, 2019

D3D: Distilled 3D Networks for Video Action Recognition. DUGMA: Dynamic Uncertainty-Based Gaussian Mixture Alignment. Detecting Offensive Language in Tweets Using Deep Learning. Adversarial Perturbations Against Real-Time Video Classification Systems. Modeling Mistrust in End-of-Life Care. GraphVAE: Towards Generation of Small Graphs Using Variatio …
Paper Group AWR 144

Paper Group AWR 144

October 21, 2019

GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations. XNMT: The eXtensible Neural Machine Translation Toolkit. No-Frills Human-Object Interaction Detection: Factorization, Layout Encodings, and Training Techniques. Weakly Supervised Deep Recurrent Neural Networks for Basic Dance Step Generation. Learning to Run challenge …
Paper Group AWR 145

Paper Group AWR 145

October 21, 2019

Lessons learned in multilingual grounded language learning. BSN: Boundary Sensitive Network for Temporal Action Proposal Generation. UNIQUE: Unsupervised Image Quality Estimation. Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation. Typeface Completion with Generative Adversarial Networks. Graph Capsule Convolutiona …
Paper Group AWR 146

Paper Group AWR 146

October 21, 2019

A Large-Scale Corpus for Conversation Disentanglement. Improved Techniques for Learning to Dehaze and Beyond: A Collective Study. Open Logo Detection Challenge. Hoeffding Trees with nmin adaptation. Textual Explanations for Self-Driving Vehicles. Tukey-Inspired Video Object Segmentation. Model-order selection in statistical shape models. Fast Conte …
Paper Group AWR 147

Paper Group AWR 147

October 21, 2019

Document Informed Neural Autoregressive Topic Models. Pose-Driven Deep Models for Person Re-Identification. Recursive Visual Attention in Visual Dialog. Spatial Deep Learning for Wireless Scheduling. Layer-compensated Pruning for Resource-constrained Convolutional Neural Networks. ODSQA: Open-domain Spoken Question Answering Dataset. Variational Le …
Paper Group AWR 148

Paper Group AWR 148

October 21, 2019

ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations. Perceptual Image Quality Assessment through Spectral Analysis of Error Representations. Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks. JavaScript Convolutional Neural Networks for Keyword Spotting in the Browser: An Experimental Analysis. Qua …
Paper Group AWR 149

Paper Group AWR 149

October 21, 2019

Graph Neural Networks: A Review of Methods and Applications. Deep contextualized word representations. Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet. DensePose: Dense Human Pose Estimation In The Wild. Optimal Transport for structured data with application on graphs. Machine Teaching for Inverse Reinforcement Learnin …