[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 100
April 2, 2020

Paper Group ANR 100

Data and Model Dependencies of Membership Inference Attack. Block Switching: A Stochastic Approach for Deep Learning Security. Cell Mechanics Based Computational Classification of Red Blood Cells Via Machine Intelligence Applied to Morpho-Rheological Markers. Semantic Robustness of Models of Source Code. Fine-grained Image-to-Image Transformation t …

Paper Group ANR 101

Paper Group ANR 101

April 2, 2020

Up to two billion times acceleration of scientific simulations with deep neural architecture search. Towards Practical Lottery Ticket Hypothesis for Adversarial Training. Deeper Insights into Weight Sharing in Neural Architecture Search. Baryons from Mesons: A Machine Learning Perspective. Wavelet-based Temporal Forecasting Models of Human Activiti …
Paper Group ANR 102

Paper Group ANR 102

April 2, 2020

Understanding Car-Speak: Replacing Humans in Dealerships. A Scalable Evolution Strategy with Directional Gaussian Smoothing for Blackbox Optimization. Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing. Curriculum By Texture. On the use of recurrent neu …
Paper Group ANR 103

Paper Group ANR 103

April 2, 2020

Input Dropout for Spatially Aligned Modalities. On- Device Information Extraction from Screenshots in form of tags. Generating Representative Headlines for News Stories. DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion. Dissipative SymODEN: Encoding Hamiltonian Dynamics with Dissipation and Control into Deep Learning. A Compr …
Paper Group ANR 104

Paper Group ANR 104

April 2, 2020

VAE/WGAN-Based Image Representation Learning For Pose-Preserving Seamless Identity Replacement In Facial Images. Preventing Imitation Learning with Adversarial Policy Ensembles. Ethics in the digital era. Online Meta-Critic Learning for Off-Policy Actor-Critic Methods. Topologically Densified Distributions. Optimization of Graph Total Variation via …
Paper Group ANR 105

Paper Group ANR 105

April 2, 2020

Autonomous discovery in the chemical sciences part I: Progress. Deep Active Inference for Autonomous Robot Navigation. Context-Aware Design of Cyber-Physical Human Systems (CPHS). Back-and-Forth prediction for deep tensor compression. A Study on Multimodal and Interactive Explanations for Visual Question Answering. Stochastic Frequency Masking to I …
Paper Group ANR 106

Paper Group ANR 106

April 2, 2020

Knowledge Reconciliation of $n$-ary Relations. Cross Lingual Cross Corpus Speech Emotion Recognition. Learning Topometric Semantic Maps from Occupancy Grids. Logistic-Regression with peer-group effects via inference in higher order Ising models. Engineering AI Systems: A Research Agenda. Signature in Counterparts, a Formal Treatment. End-to-End Lea …
Paper Group ANR 107

Paper Group ANR 107

April 2, 2020

FrequentNet : A New Deep Learning Baseline for Image Classification. Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction. Partially Observable Games for Secure Autonomy. Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection. A Lagrangian Dual Framework for Deep Ne …
Paper Group ANR 108

Paper Group ANR 108

April 2, 2020

A neural network model that learns differences in diagnosis strategies among radiologists has an improved area under the curve for aneurysm status classification in magnetic resonance angiography image series. Review of Single-cell RNA-seq Data Clustering for Cell Type Identification and Characterization. Improving Label Ranking Ensembles using Boo …
Paper Group ANR 109

Paper Group ANR 109

April 2, 2020

PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models. Towards Sharper First-Order Adversary with Quantized Gradients. Simulating Performance of ML Systems with Offline Profiling. On a minimum enclosing ball of a collection of linear subspaces. Linear Regression without Correspondences via Concave Minimization. AOL: Adaptiv …
Paper Group ANR 110

Paper Group ANR 110

April 2, 2020

Learning Stable Deep Dynamics Models. VaB-AL: Incorporating Class Imbalance and Difficulty with Variational Bayes for Active Learning. Development of accurate human head models for personalized electromagnetic dosimetry using deep learning. Dynamic multi-object Gaussian process models: A framework for data-driven functional modelling of human joint …
Paper Group ANR 111

Paper Group ANR 111

April 2, 2020

When are Non-Parametric Methods Robust?. Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching. Adaptive Graph Convolutional Network with Attention Graph Clustering for Co-saliency Detection. A Group Norm Regularized LRR Factorization Model for Spectral Clustering. Information Newton’s flow: second-order optimizat …
Paper Group ANR 112

Paper Group ANR 112

April 2, 2020

WISDoM: a framework for the Analysis of Wishart distributed matrices. Unique Class Group Based Multi-Label Balancing Optimizer for Action Unit Detection. Unsupervised Enhancement of Real-World Depth Images Using Tri-Cycle GAN. Last Iterate is Slower than Averaged Iterate in Smooth Convex-Concave Saddle Point Problems. Face Attribute Invertion. A Nu …
Paper Group ANR 113

Paper Group ANR 113

April 2, 2020

Generalized Bayesian Filtering via Sequential Monte Carlo. Robust Wireless Fingerprinting: Generalizing Across Space and Time. On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm. Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images. Rapidly Adaptable Legged Robots via Evolutio …
Paper Group ANR 114

Paper Group ANR 114

April 2, 2020

Deep Neural Networks for the Correction of Mie Scattering in Fourier-Transformed Infrared Spectra of Biological Samples. Overview of the TREC 2019 deep learning track. Model-Agnostic Structured Sparsification with Learnable Channel Shuffle. Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions. Using Dis …
Paper Group ANR 115

Paper Group ANR 115

April 2, 2020

Text Classification with Lexicon from PreAttention Mechanism. Hierarchical Transformer Network for Utterance-level Emotion Recognition. Explicit agreement extremes for a $2\times2$ table with given marginals. The Utility of General Domain Transfer Learning for Medical Language Tasks. Learning Not to Learn in the Presence of Noisy Labels. Comparison …
Paper Group ANR 116

Paper Group ANR 116

April 2, 2020

A Rotation-Invariant Framework for Deep Point Cloud Analysis. The Implicit and Explicit Regularization Effects of Dropout. Novel Language Resources for Hindi: An Aesthetics Text Corpus and a Comprehensive Stop Lemma List. PrivacyNet: Semi-Adversarial Networks for Multi-attribute Face Privacy. Generalized Nested Rollout Policy Adaptation. Oracle low …
Paper Group ANR 117

Paper Group ANR 117

April 2, 2020

Challenges in Supporting Exploratory Search through Voice Assistants. Interpretability of Blackbox Machine Learning Models through Dataview Extraction and Shadow Model creation. Unsupervised Pre-trained, Texture Aware And Lightweight Model for Deep Learning-Based Iris Recognition Under Limited Annotated Data. Deep Learning for Automatic Tracking of …
Paper Group ANR 118

Paper Group ANR 118

April 2, 2020

Closed-loop Parameter Identification of Linear Dynamical Systems through the Lens of Feedback Channel Coding Theory. A Big Data Enabled Channel Model for 5G Wireless Communication Systems. Learning Cross-domain Generalizable Features by Representation Disentanglement. Meta Segmentation Network for Ultra-Resolution Medical Images. Variational infere …
Paper Group ANR 119

Paper Group ANR 119

April 2, 2020

Annotating and Extracting Synthesis Process of All-Solid-State Batteries from Scientific Literature. Options of Interest: Temporal Abstraction with Interest Functions. Self-Constructing Graph Convolutional Networks for Semantic Labeling. Inducing Cooperative behaviour in Sequential-Social dilemmas through Multi-Agent Reinforcement Learning using St …
Paper Group ANR 120

Paper Group ANR 120

April 2, 2020

Transfer Reinforcement Learning under Unobserved Contextual Information. TextCaps: a Dataset for Image Captioning with Reading Comprehension. Computer-Aided Assessment of Catheters and Tubes on Radiographs: How Good is Artificial Intelligence for Assessment?. Instance Segmentation of Visible and Occluded Regions for Finding and Picking Target from …
Paper Group ANR 121

Paper Group ANR 121

April 2, 2020

G-LBM:Generative Low-dimensional Background Model Estimation from Video Sequences. Spatial Concept-Based Navigation with Human Speech Instructions via Probabilistic Inference on Bayesian Generative Model. Active learning workflows and integrable deep neural networks for representing the free energy functions of alloy. Geometric Formulation for Disc …
Paper Group ANR 122

Paper Group ANR 122

April 2, 2020

Towards precise causal effect estimation from data with hidden variables. Enhanced Rolling Horizon Evolution Algorithm with Opponent Model Learning: Results for the Fighting Game AI Competition. A Formal Analysis of Multimodal Referring Strategies Under Common Ground. Learning medical triage from clinicians using Deep Q-Learning. On the Distributio …
Paper Group ANR 123

Paper Group ANR 123

April 2, 2020

Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation. Bi-Directional Generation for Unsupervised Domain Adaptation. LAMBERT: Layout-Aware language Modeling using BERT for information extraction. B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data. Adaptive Loss …
Paper Group ANR 124

Paper Group ANR 124

April 2, 2020

Coronavirus Optimization Algorithm: A bioinspired metaheuristic based on the COVID-19 propagation model. Tensor denoising and completion based on ordinal observations. Novelty search employed into the development of cancer treatment simulations. IoT Device Identification Using Deep Learning. Anypath Routing Protocol Design via Q-Learning for Underw …
Paper Group ANR 125

Paper Group ANR 125

April 2, 2020

Towards Automatic Threat Detection: A Survey of Advances of Deep Learning within X-ray Security Imaging. IROF: a low resource evaluation metric for explanation methods. Accelerating Deep Learning Inference via Freezing. High-Order Paired-ASPP Networks for Semantic Segmenation. Asymmetric Rejection Loss for Fairer Face Recognition. An Approach for T …
Paper Group ANR 126

Paper Group ANR 126

April 2, 2020

Spike-Timing-Dependent Inference of Synaptic Weights. Circle Loss: A Unified Perspective of Pair Similarity Optimization. Insertion-Deletion Transformer. On Solving Cooperative MARL Problems with a Few Good Experiences. Best-item Learning in Random Utility Models with Subset Choices. Fake Review Detection Using Behavioral and Contextual Features. T …
Paper Group ANR 127

Paper Group ANR 127

April 2, 2020

Proceedings of the AAAI-20 Workshop on Intelligent Process Automation (IPA-20). Uncertainty based Class Activation Maps for Visual Question Answering. Force-Ultrasound Fusion: Bringing Spine Robotic-US to the Next “Level”. GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet. Phylogenetic signal in phonotactics. Revisiting Convolutional Neural …