[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 452
April 1, 2020

Paper Group ANR 452

Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey. A Simple and Agile Cloud Infrastructure to Support Cybersecurity Oriented Machine Learning Workflows. 3D Dynamic Scene Graphs: Actionable Spatial Perception with Places, Objects, and Humans. Interaction Graphs for Object Importance Estimation in On-road Driving Videos. LA …

Paper Group ANR 453

Paper Group ANR 453

April 1, 2020

On the Minimum Achievable Age of Information for General Service-Time Distributions. Advances in Bandits with Knapsacks. Thermal coupling and effect of subharmonic synchronization in a system of two VO2 based oscillators. Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks. CookGAN: Meal Image Synthesis from Ingredients. The …
Paper Group ANR 454

Paper Group ANR 454

April 1, 2020

Bi-Decoder Augmented Network for Neural Machine Translation. A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation. Latent Patient Network Learning for Automatic Diagnosis. Regret Bounds for Noise-Free Bayesian Optimization. Deep Unsupervised Common Representation Learning for LiDAR and Camera Data using Double Siamese Networks. D …
Paper Group ANR 455

Paper Group ANR 455

April 1, 2020

Considering discrepancy when calibrating a mechanistic electrophysiology model. Semantic Enrichment of Nigerian Pidgin English for Contextual Sentiment Classification. PBRnet: Pyramidal Bounding Box Refinement to Improve Object Localization Accuracy. “Who is Driving around Me?” Unique Vehicle Instance Classification using Deep Neural Features. Deep …
Paper Group ANR 456

Paper Group ANR 456

April 1, 2020

Public Authorities as Defendants: Using Bayesian Networks to determine the Likelihood of Success for Negligence claims in the wake of Oakden. A Robust Pose Transformational GAN for Pose Guided Person Image Synthesis. A diffusion approach to Stein’s method on Riemannian manifolds. Smoothness and Stability in GANs. Best Principal Submatrix Selection …
Paper Group ANR 457

Paper Group ANR 457

April 1, 2020

Adaptive Conditional Neural Movement Primitives via Representation Sharing Between Supervised and Reinforcement Learning. Semantic Web Environments for Multi-Agent Systems: Enabling agents to use Web of Things via semantic web. Localization of Critical Findings in Chest X-Ray without Local Annotations Using Multi-Instance Learning. Hyperplane Arran …
Paper Group ANR 458

Paper Group ANR 458

April 1, 2020

On the regularity and conditioning of low rank semidefinite programs. Finiteness of fibers in matrix completion via Plücker coordinates. Optimal Adaptive Matrix Completion. Convolutional Hierarchical Attention Network for Query-Focused Video Summarization. High Performance Sequence-to-Sequence Model for Streaming Speech Recognition. Style Transfer …
Paper Group ANR 459

Paper Group ANR 459

April 1, 2020

Deep Frequent Spatial Temporal Learning for Face Anti-Spoofing. On the Robustness of Cooperative Multi-Agent Reinforcement Learning. Safe Crossover of Neural Networks Through Neuron Alignment. Experimental Analysis of Reinforcement Learning Techniques for Spectrum Sharing Radar. Estimation for Compositional Data using Measurements from Nonlinear Sy …
Paper Group ANR 460

Paper Group ANR 460

April 1, 2020

Efficient and Robust Shape Correspondence via Sparsity-Enforced Quadratic Assignment. A Soft Recommender System for Social Networks. Deep Multi-Task Learning via Generalized Tensor Trace Norm. Learning in Markov Decision Processes under Constraints. Regularized Autoencoders via Relaxed Injective Probability Flow. Multi-objective beetle antennae sea …
Paper Group ANR 461

Paper Group ANR 461

April 1, 2020

Joint Unsupervised Learning of Optical Flow and Egomotion with Bi-Level Optimization. Semantic Flow for Fast and Accurate Scene Parsing. Restricted Structural Random Matrix for Compressive Sensing. Feasibility of Video-based Sub-meter Localization on Resource-constrained Platforms. Arabic Diacritic Recovery Using a Feature-Rich biLSTM Model. Predic …
Paper Group ANR 462

Paper Group ANR 462

April 1, 2020

On the Estimation of Complex Circuits Functional Failure Rate by Machine Learning Techniques. Computing the Feedback Capacity of Finite State Channels using Reinforcement Learning. Deep Semantic Matching with Foreground Detection and Cycle-Consistency. Visual Summary of Value-level Feature Attribution in Prediction Classes with Recurrent Neural Net …
Paper Group ANR 463

Paper Group ANR 463

April 1, 2020

Deep Learning for Hindi Text Classification: A Comparison. Endoscopy disease detection challenge 2020. Beyond No-Regret: Competitive Control via Online Optimization with Memory. Resolving the Scope of Speculation and Negation using Transformer-Based Architectures. Collaborative Learning of Semi-Supervised Clustering and Classification for Labeling …
Paper Group ANR 464

Paper Group ANR 464

April 1, 2020

On Demand Solid Texture Synthesis Using Deep 3D Networks. Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes. Adversarial Generation of Informative Trajectories for Dynamics System Identification. One-Shot Domain Adaptation For Face Generation. Learning to Fly via Deep Model-Based Reinforcement Learning. Dual-Attention GAN fo …
Paper Group ANR 465

Paper Group ANR 465

April 1, 2020

The Automated Inspection of Opaque Liquid Vaccines. ZSTAD: Zero-Shot Temporal Activity Detection. Higher order co-occurrence tensors for hypergraphs via face-splitting. Scan2Plan: Efficient Floorplan Generation from 3D Scans of Indoor Scenes. It’s Not What Machines Can Learn, It’s What We Cannot Teach. Multi-Graph Convolution Collaborative Filterin …
Paper Group ANR 466

Paper Group ANR 466

April 1, 2020

Sparse Black-box Video Attack with Reinforcement Learning. Differentiable Likelihoods for Fast Inversion of ‘Likelihood-Free’ Dynamical Systems. Adaptive Large Neighborhood Search for Circle Bin Packing Problem. On The Reasons Behind Decisions. Enabling Viewpoint Learning through Dynamic Label Generation. Aggregation of Multiple Knockoffs. Large-Sc …
Paper Group ANR 467

Paper Group ANR 467

April 1, 2020

Revisiting Ensembles in an Adversarial Context: Improving Natural Accuracy. Towards a Kernel based Physical Interpretation of Model Uncertainty. Ripple Walk Training: A Subgraph-based training framework for Large and Deep Graph Neural Network. Soft Threshold Weight Reparameterization for Learnable Sparsity. Curating Social Media Data. Quantile Regu …
Paper Group ANR 468

Paper Group ANR 468

April 1, 2020

BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation. Accelerator-aware Neural Network Design using AutoML. Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator. Trust in AutoML: Exploring Information Needs for Establishing Trust in Automated Machine Learning Systems. Vulnerabilities of Connectionist AI Applica …
Paper Group ANR 469

Paper Group ANR 469

April 1, 2020

Supervised Deep Similarity Matching. Target-Embedding Autoencoders for Supervised Representation Learning. GPU-Accelerated Mobile Multi-view Style Transfer. Shahryar Origami Optimization (SOO): A Novel Approach for Solving Large-scale Expensive Optimization Problems Efficiently. Learning the Ising Model with Generative Neural Networks. Diffusion-ba …
Paper Group ANR 470

Paper Group ANR 470

April 1, 2020

Convergence of End-to-End Training in Deep Unsupervised Contrasitive Learning. End-to-End Multi-speaker Speech Recognition with Transformer. Damage-sensitive and domain-invariant feature extraction for vehicle-vibration-based bridge health monitoring. Real-Time Optimal Guidance and Control for Interplanetary Transfers Using Deep Networks. Pre-proce …
Paper Group ANR 471

Paper Group ANR 471

April 1, 2020

Containment of Simple Regular Path Queries. Kernel Selection for Modal Linear Regression: Optimal Kernel and IRLS Algorithm. UnMask: Adversarial Detection and Defense Through Robust Feature Alignment. PCNN: Deep Convolutional Networks for Short-term Traffic Congestion Prediction. UPR: A Model-Driven Architecture for Deep Phase Retrieval. Residual T …
Paper Group ANR 472

Paper Group ANR 472

April 1, 2020

Semantic Adversarial Perturbations using Learnt Representations. On Constraint Definability in Tractable Probabilistic Models. Pipeline Interventions. An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models. Stochastic Runge-Kutta methods and adaptive SGD-G2 stochastic gradient descent. Kernel and Rich Regimes in Overparametriz …
Paper Group ANR 473

Paper Group ANR 473

April 1, 2020

CNN-CASS: CNN for Classification of Coronary Artery Stenosis Score in MPR Images. FOCUS: Dealing with Label Quality Disparity in Federated Learning. Secure Metric Learning via Differential Pairwise Privacy. OpenGAN: Open Set Generative Adversarial Networks. Combining Offline Causal Inference and Online Bandit Learning for Data Driven Decisions. Bui …
Paper Group ANR 474

Paper Group ANR 474

April 1, 2020

Deep Markov Spatio-Temporal Factorization. Machine learning on DNA-encoded libraries: A new paradigm for hit-finding. CheXpedition: Investigating Generalization Challenges for Translation of Chest X-Ray Algorithms to the Clinical Setting. Scaling MAP-Elites to Deep Neuroevolution. Convolutional Neural Network Pruning Using Filter Attenuation. Multi …
Paper Group ANR 475

Paper Group ANR 475

April 1, 2020

aphBO-2GP-3B: A budgeted asynchronously-parallel multi-acquisition for known/unknown constrained Bayesian optimization on high-performing computing architecture. Shared Mobile-Cloud Inference for Collaborative Intelligence. Tiny Noise Can Make an EEG-Based Brain-Computer Interface Speller Output Anything. Imbalance Learning for Variable Star Classi …
Paper Group ANR 476

Paper Group ANR 476

April 1, 2020

A Unified Framework for Multiclass and Multilabel Support Vector Machines. Transfer Heterogeneous Knowledge Among Peer-to-Peer Teammates: A Model Distillation Approach. Gaussianization Flows. Discrete graphical models – an optimization perspective. Reproducibility Challenge NeurIPS 2019 Report on “Competitive Gradient Descent”. Generalized Canonic …
Paper Group ANR 477

Paper Group ANR 477

April 1, 2020

MoTiAC: Multi-Objective Actor-Critics for Real-Time Bidding. Clustering and Classification with Non-Existence Attributes: A Sentenced Discrepancy Measure Based Technique. Belief Base Revision for Further Improvement of Unified Answer Set Programming. Self-supervised visual feature learning with curriculum. Tensor Networks for Language Modeling. Are …
Paper Group ANR 478

Paper Group ANR 478

April 1, 2020

Estimating and abstracting the 3D structure of bones using neural networks on X-ray (2D) images. Heterogeneous Learning from Demonstration. Correlated Adversarial Imitation Learning. Universal Value Density Estimation for Imitation Learning and Goal-Conditioned Reinforcement Learning. Distant Supervision and Noisy Label Learning for Low Resource Na …
Paper Group ANR 479

Paper Group ANR 479

April 1, 2020

Experiments with Different Indexing Techniques for Text Retrieval tasks on Gujarati Language using Bag of Words Approach. Fast Generating A Large Number of Gumbel-Max Variables. NestedVAE: Isolating Common Factors via Weak Supervision. AQPDCITY Dataset: Picture-Based PM2.5 Monitoring in the Urban Area of Big Cities. Incremental Fast Subclass Discri …