[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 261
October 20, 2019

Paper Group AWR 261

Behavioral Cloning from Observation. Learning to Drive in a Day. DOOBNet: Deep Object Occlusion Boundary Detection from an Image. Concentrated Differentially Private Gradient Descent with Adaptive per-Iteration Privacy Budget. Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant. Context is Everything: Finding Meaning Stat …

Paper Group AWR 262

Paper Group AWR 262

October 20, 2019

Incremental Sparse Bayesian Ordinal Regression. Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care. Playing by the Book: An Interactive Game Approach for Action Graph Extraction from Text. Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising. Semiparametric Contextual Bandits. Mask …
Paper Group AWR 263

Paper Group AWR 263

October 20, 2019

Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals. Fighting Fire with Fire: Using Antidote Data to Improve Polarization and Fairness of Recommender Systems. ExIt-OOS: Towards Learning from Planning in Imperfect Information Games. Communication Algorithms via Deep Learning. A Full End-to-End Semantic Role Labeler, Syntax-agn …
Paper Group AWR 264

Paper Group AWR 264

October 20, 2019

An end-to-end TextSpotter with Explicit Alignment and Attention. Multi-focus Image Fusion using dictionary learning and Low-Rank Representation. Learning Energy Based Inpainting for Optical Flow. Neural separation of observed and unobserved distributions. Arbitrary Style Transfer with Style-Attentional Networks. Learning from Multi-domain Artistic …
Paper Group AWR 265

Paper Group AWR 265

October 20, 2019

Learning to recognize touch gestures: recurrent vs. convolutional features and dynamic sampling. BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation. Learning Neural Parsers with Deterministic Differentiable Imitation Learning. Following High-level Navigation Instructions on a Simulated Quadcopter with Imitation Learning. A …
Paper Group AWR 266

Paper Group AWR 266

October 20, 2019

Understanding Deep Architectures by Visual Summaries. Support Neighbor Loss for Person Re-Identification. fastMRI: An Open Dataset and Benchmarks for Accelerated MRI. How Many Random Seeds? Statistical Power Analysis in Deep Reinforcement Learning Experiments. Preconditioner on Matrix Lie Group for SGD. FingerVision Tactile Sensor Design and Slip D …
Paper Group AWR 267

Paper Group AWR 267

October 20, 2019

GILBO: One Metric to Measure Them All. PDDLStream: Integrating Symbolic Planners and Blackbox Samplers via Optimistic Adaptive Planning. Learn To Pay Attention. Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems. Information-Directed Exploration for Deep Reinforcement Learning. Unsupervised Learning with …
Paper Group AWR 268

Paper Group AWR 268

October 20, 2019

Adaptive Affinity Fields for Semantic Segmentation. Recursive Chaining of Reversible Image-to-image Translators For Face Aging. Deep Transfer Learning of Pick Points on Fabric for Robot Bed-Making. QUOTA: The Quantile Option Architecture for Reinforcement Learning. A Novel Bayesian Approach for Latent Variable Modeling from Mixed Data with Missing …
Paper Group AWR 269

Paper Group AWR 269

October 20, 2019

NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations. Towards Optimal Power Control via Ensembling Deep Neural Networks. Rotation Equivariant CNNs for Digital Pathology. Lightweight and Efficient Image Super-Resolution with Block State-based Recursive Network. Product-based Neural Networks for User Response Prediction over Mult …
Paper Group AWR 270

Paper Group AWR 270

October 20, 2019

Distributed Distributional Deterministic Policy Gradients. Unbiased Learning to Rank with Unbiased Propensity Estimation. Neural Response Ranking for Social Conversation: A Data-Efficient Approach. Neural State Classification for Hybrid Systems. Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks. Scalable Mutual …
Paper Group AWR 271

Paper Group AWR 271

October 20, 2019

Towards Automated Customer Support. Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation. Comparison of Reinforcement Learning algorithms applied to the Cart Pole problem. 3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single Image. Fortified Networks: Improving the Rob …
Paper Group AWR 272

Paper Group AWR 272

October 20, 2019

Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson’s Disease. Speech waveform synthesis from MFCC sequences with generative adversarial networks. MeanSum: A Neural Model for Unsupervised Multi-document Abstractive Summarization. Hypothesis Only Baselines in Natural Language Inference. Relative Pairwise …
Paper Group AWR 273

Paper Group AWR 273

October 20, 2019

Face Landmark-based Speaker-Independent Audio-Visual Speech Enhancement in Multi-Talker Environments. General Video Game AI: a Multi-Track Framework for Evaluating Agents, Games and Content Generation Algorithms. Affinity Derivation and Graph Merge for Instance Segmentation. SNIPER: Efficient Multi-Scale Training. Depth-aware CNN for RGB-D Segmenta …
Paper Group AWR 274

Paper Group AWR 274

October 20, 2019

Perceptual Compressive Sensing. Minimizing Close-k Aggregate Loss Improves Classification. Cogni-Net: Cognitive Feature Learning through Deep Visual Perception. AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias. Are adversarial examples inevitable?. Rethinking Feature Distribution for Loss …
Paper Group AWR 275

Paper Group AWR 275

October 20, 2019

We Built a Fake News & Click-bait Filter: What Happened Next Will Blow Your Mind!. COSMO: Contextualized Scene Modeling with Boltzmann Machines. Deep Association Learning for Unsupervised Video Person Re-identification. Concurrent Learning of Semantic Relations. Learning Local RGB-to-CAD Correspondences for Object Pose Estimation. Can You Tell Me H …
Paper Group AWR 276

Paper Group AWR 276

October 20, 2019

M3Fusion: A Deep Learning Architecture for Multi-{Scale/Modal/Temporal} satellite data fusion. Grassmannian Learning: Embedding Geometry Awareness in Shallow and Deep Learning. Adversarial Decomposition of Text Representation. Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare App …
Paper Group AWR 277

Paper Group AWR 277

October 20, 2019

Challenges of Using Text Classifiers for Causal Inference. From Soft Classifiers to Hard Decisions: How fair can we be?. EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE. Better Safe than Sorry: Evidence Accumulation Allows for Safe Reinforcement Learning. Temporal Convolutional Memory Networks for Remaining Useful Life …
Paper Group AWR 278

Paper Group AWR 278

October 20, 2019

LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction. Learning sentence embeddings using Recursive Networks. Aggregated Momentum: Stability Through Passive Damping. PU-Net: Point Cloud Upsampling Network. Skeleton-based Gesture Recognition Using Several Fully Connected Layers with P …
Paper Group AWR 279

Paper Group AWR 279

October 20, 2019

Deep Content-User Embedding Model for Music Recommendation. R-grams: Unsupervised Learning of Semantic Units in Natural Language. Convolutional Deblurring for Natural Imaging. MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network. Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Const …
Paper Group AWR 280

Paper Group AWR 280

October 20, 2019

A Style-Aware Content Loss for Real-time HD Style Transfer. Sparse Kernel PCA for Outlier Detection. Improving GAN Training via Binarized Representation Entropy (BRE) Regularization. Voice Conversion Based on Cross-Domain Features Using Variational Auto Encoders. Toward a Standardized and More Accurate Indonesian Part-of-Speech Tagging. General sol …
Paper Group AWR 281

Paper Group AWR 281

October 20, 2019

Invocation-driven Neural Approximate Computing with a Multiclass-Classifier and Multiple Approximators. Stance Prediction for Russian: Data and Analysis. Deep Models of Interactions Across Sets. Building Sequential Inference Models for End-to-End Response Selection. End-to-End Learning of Motion Representation for Video Understanding. Joint Optic D …
Paper Group AWR 282

Paper Group AWR 282

October 20, 2019

Deep Multi-Agent Reinforcement Learning with Relevance Graphs. Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions. A quantum-inspired classical algorithm for recommendation systems. Deep Learning for Generic Object Detection: A Survey. Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks. ShelfNet fo …
Paper Group AWR 283

Paper Group AWR 283

October 20, 2019

Understanding Regularized Spectral Clustering via Graph Conductance. Stepping Stones to Inductive Synthesis of Low-Level Looping Programs. Neural Machine Translation of Text from Non-Native Speakers. Proximal Mean-field for Neural Network Quantization. Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Sepa …
Paper Group AWR 284

Paper Group AWR 284

October 20, 2019

Improving the Resolution of CNN Feature Maps Efficiently with Multisampling. Where Did My Optimum Go?: An Empirical Analysis of Gradient Descent Optimization in Policy Gradient Methods. Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards. Curriculum Adversarial Training. Deep Leaf Segmentation Using Synthetic D …
Paper Group AWR 285

Paper Group AWR 285

October 20, 2019

Unsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures using Spatial Information. Unsupervised Detection of Lesions in Brain MRI using constrained adversarial auto-encoders. Improved Image Segmentation via Cost Minimization of Multiple Hypotheses. Dual Memory Neural Computer for Asynchronous Two-view Sequential Learning. …
Paper Group AWR 286

Paper Group AWR 286

October 20, 2019

Predicting protein inter-residue contacts using composite likelihood maximization and deep learning. Multi-Scale Gradual Integration CNN for False Positive Reduction in Pulmonary Nodule Detection. cilantro: A Lean, Versatile, and Efficient Library for Point Cloud Data Processing. Deep Reasoning with Knowledge Graph for Social Relationship Understan …
Paper Group AWR 287

Paper Group AWR 287

October 20, 2019

Visual Referring Expression Recognition: What Do Systems Actually Learn?. Correspondence of Deep Neural Networks and the Brain for Visual Textures. Short-term Load Forecasting with Deep Residual Networks. Attention-based Deep Multiple Instance Learning. Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields. Sliced-Wasserstein Flows …
Paper Group AWR 288

Paper Group AWR 288

October 20, 2019

Light-Weight RefineNet for Real-Time Semantic Segmentation. ResNet with one-neuron hidden layers is a Universal Approximator. Constraining Effective Field Theories with Machine Learning. SLANG: Fast Structured Covariance Approximations for Bayesian Deep Learning with Natural Gradient. Uncovering divergent linguistic information in word embeddings w …