[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 138
February 1, 2020

Paper Group AWR 138

nuScenes: A multimodal dataset for autonomous driving. The Myths of Our Time: Fake News. Automatic Generation of Personalized Comment Based on User Profile. Distance approximation using Isolation Forests. Deep Learning for Deepfakes Creation and Detection. Collaborative Graph Walk for Semi-supervised Multi-Label Node Classification. Copy-and-Paste …

Paper Group AWR 139

Paper Group AWR 139

February 1, 2020

Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions. CUDA-Self-Organizing feature map based visual sentiment analysis of bank customer complaints for Analytical CRM. Graph Transformer for Graph-to-Sequence Learning. Market Trend Prediction using Sentiment Analysis: Lessons Learned and Paths Forward …
Paper Group AWR 140

Paper Group AWR 140

February 1, 2020

Attributed Network Embedding via Subspace Discovery. Recursive Cascaded Networks for Unsupervised Medical Image Registration. Learning Logistic Circuits. On the number of k-skip-n-grams. RANet: Ranking Attention Network for Fast Video Object Segmentation. Diversity with Cooperation: Ensemble Methods for Few-Shot Classification. Deep convolutional n …
Paper Group AWR 141

Paper Group AWR 141

February 1, 2020

Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension. Beyond Alternating Updates for Matrix Factorization with Inertial Bregman Proximal Gradient Algorithms. CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth. Business Taxonomy Construction Using Concept-Level Hierarchical Clustering. Cascade RPN: Delv …
Paper Group AWR 142

Paper Group AWR 142

February 1, 2020

Privacy-Preserving Obfuscation of Critical Infrastructure Networks. Addressing Marketing Bias in Product Recommendations. Multi-view Information-theoretic Co-clustering for Co-occurrence Data. D2-Net: A Trainable CNN for Joint Detection and Description of Local Features. The Second Conversational Intelligence Challenge (ConvAI2). Towards Characteri …
Paper Group AWR 143

Paper Group AWR 143

February 1, 2020

Learning document embeddings along with their uncertainties. Continual Reinforcement Learning in 3D Non-stationary Environments. BioBERT: a pre-trained biomedical language representation model for biomedical text mining. Learning to Denoise Distantly-Labeled Data for Entity Typing. Neural Contextual Bandits with UCB-based Exploration. Semi-Conditio …
Paper Group AWR 144

Paper Group AWR 144

February 1, 2020

Jointly Learning Explainable Rules for Recommendation with Knowledge Graph. ToyArchitecture: Unsupervised Learning of Interpretable Models of the World. Interaction-aware Factorization Machines for Recommender Systems. Exploring TD error as a heuristic for $σ$ selection in Q($σ$, $λ$). Learning Triggers for Heterogeneous Treatment Effects. Iterativ …
Paper Group AWR 145

Paper Group AWR 145

February 1, 2020

Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media Images. What, Where and How to Transfer in SAR Target Recognition Based on Deep CNNs. Cumulo: A Dataset for Learning Cloud Classes. Characterizing SLAM Benchmarks and Methods for the Robust Perception Age. Deep Learning for Classification of Hyperspectral Data: A Comparativ …
Paper Group AWR 146

Paper Group AWR 146

February 1, 2020

Distillation $\approx$ Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network. Contextual Hybrid Session-based News Recommendation with Recurrent Neural Networks. Learning to learn with quantum neural networks via classical neural networks. LayoutLM: Pre-training of Text and Layout …
Paper Group AWR 147

Paper Group AWR 147

February 1, 2020

Tactical Rewind: Self-Correction via Backtracking in Vision-and-Language Navigation. Cascaded Partial Decoder for Fast and Accurate Salient Object Detection. Predicting Rare Events in Multiscale Dynamical Systems using Machine Learning. Data-efficient Learning of Morphology and Controller for a Microrobot. Joint Extraction of Entities and Relations …
Paper Group AWR 148

Paper Group AWR 148

February 1, 2020

Look Who’s Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog. Continual and Multi-Task Architecture Search. Regularization Matters in Policy Optimization. PAWS: Paraphrase Adversaries from Word Scrambling. Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild. Learning Reward Functions by Integrating Human Demonst …
Paper Group AWR 149

Paper Group AWR 149

February 1, 2020

Learning the Tangent Space of Dynamical Instabilities from Data. Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation. Deeply-supervised Knowledge Synergy. Using LSTMs for climate change assessment studies on droughts and floods. Adaptive Morphological Reconstruction for Seeded Image Segmentati …
Paper Group AWR 150

Paper Group AWR 150

February 1, 2020

Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers. GANs for Semi-Supervised Opinion Spam Detection. Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving. Multi-Grained Named Entity Recognition. Deep learning for Chemometric and non-translational data. BERT and PALs: Projected Attention Layers fo …
Paper Group AWR 151

Paper Group AWR 151

February 1, 2020

USIP: Unsupervised Stable Interest Point Detection from 3D Point Clouds. Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions. Graph-based Knowledge Distillation by Multi-head Attention Network. Harnessing Evolution of Multi-Turn Conversations for Effective Answer Retrieval. IFR-Net: Iterative Feature Refinement …
Paper Group AWR 152

Paper Group AWR 152

February 1, 2020

Bayesian nonparametric multiway regression for clustered binomial data. Empirical Risk Minimization under Random Censorship: Theory and Practice. RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image Synthesis. Semantic Drift in Multilingual Representations. Autoencoding sensory substitution. Robust Decision T …
Paper Group AWR 153

Paper Group AWR 153

February 1, 2020

Jointly Learning Entity and Relation Representations for Entity Alignment. Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning. Multi-view Knowledge Graph Embedding for Entity Alignment. Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model. MOROCO: T …
Paper Group AWR 154

Paper Group AWR 154

February 1, 2020

Sequence Level Semantics Aggregation for Video Object Detection. Policy Search by Target Distribution Learning for Continuous Control. Quaternion Knowledge Graph Embeddings. Decompressing Knowledge Graph Representations for Link Prediction. Composition-based Multi-Relational Graph Convolutional Networks. InteractE: Improving Convolution-based Knowl …
Paper Group AWR 155

Paper Group AWR 155

February 1, 2020

Learning-based Optimization of the Under-sampling Pattern in MRI. Self-Supervised Learning For Few-Shot Image Classification. Genetic Algorithm for the 0/1 Multidimensional Knapsack Problem. BERT for Evidence Retrieval and Claim Verification. Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning. TextCaps : Handwritten Char …
Paper Group AWR 156

Paper Group AWR 156

February 1, 2020

Bayesian Neural Networks at Finite Temperature. Investigating an Effective Character-level Embedding in Korean Sentence Classification. Representation Learning with Weighted Inner Product for Universal Approximation of General Similarities. Separating common (global and local) and distinct variation in multiple mixed types data sets. Integrating NV …
Paper Group AWR 157

Paper Group AWR 157

February 1, 2020

Context Attentive Document Ranking and Query Suggestion. Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features. Remote Sensor Design for Visual Recognition with Convolutional Neural Networks. LeagueAI: Improving object detector performance and flexibility through automatically generated training data and domain randomization. St …
Paper Group AWR 158

Paper Group AWR 158

February 1, 2020

A Systematic Comparison of English Noun Compound Representations. Star-convex Polyhedra for 3D Object Detection and Segmentation in Microscopy. Deep Learning architectures for generalized immunofluorescence based nuclear image segmentation. Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization. Sampling from Stochastic Fi …
Paper Group AWR 159

Paper Group AWR 159

February 1, 2020

EventGAN: Leveraging Large Scale Image Datasets for Event Cameras. Relationships from Entity Stream. Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet. On the Benefit of Adversarial Training for Monocular Depth Estimation. Y-Net: A Hybrid Deep Learning Reconstruction Framework for Photoacoustic Imaging in vivo …
Paper Group AWR 160

Paper Group AWR 160

February 1, 2020

PIDForest: Anomaly Detection via Partial Identification. SLATE: A Super-Lightweight Annotation Tool for Experts. Improving Neural Conversational Models with Entropy-Based Data Filtering. Breaking Speech Recognizers to Imagine Lyrics. PyTorch: An Imperative Style, High-Performance Deep Learning Library. ODIN: ODE-Informed Regression for Parameter an …
Paper Group AWR 161

Paper Group AWR 161

February 1, 2020

Enhancing high-content imaging for studying microtubule networks at large-scale. Spatiotemporal Attention Networks for Wind Power Forecasting. Learning to Remember More with Less Memorization. A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks. Clustering with Fairness Constraints: A Flexible and Scalable Approach. Modeling …
Paper Group AWR 162

Paper Group AWR 162

February 1, 2020

DiffEqFlux.jl - A Julia Library for Neural Differential Equations. Equalized odds postprocessing under imperfect group information. Pre-Training with Whole Word Masking for Chinese BERT. Pan-tilt-zoom SLAM for Sports Videos. DenseNet Models for Tiny ImageNet Classification. Unsupervised Embedding Learning via Invariant and Spreading Instance Featur …
Paper Group AWR 163

Paper Group AWR 163

February 1, 2020

Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps. UNITER: Learning UNiversal Image-TExt Representations. Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases. Deep Leakage from Gradients. STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing. To Tune or Not To Tun …
Paper Group AWR 164

Paper Group AWR 164

February 1, 2020

TANet: Robust 3D Object Detection from Point Clouds with Triple Attention. RetinaFace: Single-stage Dense Face Localisation in the Wild. GO Gradient for Expectation-Based Objectives. No Padding Please: Efficient Neural Handwriting Recognition. Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification. ORRB – OpenAI Remote R …
Paper Group AWR 165

Paper Group AWR 165

February 1, 2020

Deep Reinforcement Learning with Feedback-based Exploration. iCassava 2019 Fine-Grained Visual Categorization Challenge. CANet: An Unsupervised Intrusion Detection System for High Dimensional CAN Bus Data. Topic Modeling via Full Dependence Mixtures. Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variabl …