[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 424
April 1, 2020

Paper Group ANR 424

Distributed, partially collapsed MCMC for Bayesian Nonparametrics. Variational Transformers for Diverse Response Generation. SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images. Quantum subspace alignment for domain adaptation. Machine Learning the Phenomenology of COV …

Paper Group ANR 425

Paper Group ANR 425

April 1, 2020

Class-Imbalanced Semi-Supervised Learning. Structured Consistency Loss for semi-supervised semantic segmentation. Online Self-Supervised Learning for Object Picking: Detecting Optimum Grasping Position using a Metric Learning Approach. A Fourier Domain Feature Approach for Human Activity Recognition & Fall Detection. An end-to-end approach for the …
Paper Group ANR 426

Paper Group ANR 426

April 1, 2020

Superpixel Segmentation with Fully Convolutional Networks. A Robust Real-Time Computing-based Environment Sensing System for Intelligent Vehicle. Three Approaches for Personalization with Applications to Federated Learning. Finnish Language Modeling with Deep Transformer Models. A General Approach for Using Deep Neural Network for Digital Watermark …
Paper Group ANR 427

Paper Group ANR 427

April 1, 2020

A Multi-Channel Neural Graphical Event Model with Negative Evidence. Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition. ElixirNet: Relation-aware Network Architecture Adaptation for Medical Lesion Detection. From Chess and Atari to StarCraft and Beyond: How Game AI is Driving the World of AI. Minimax Theorem for Latent …
Paper Group ANR 428

Paper Group ANR 428

April 1, 2020

Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method. Disentangling Controllable Object through Video Prediction Improves Visual Reinforcement Learning. Improving Interaction Quality Estimation with BiLSTMs and the Impact on Dialogue Policy Learning. Local Rotation Invariance in 3D CNNs. On-the-fly Prediction …
Paper Group ANR 429

Paper Group ANR 429

April 1, 2020

Speech Emotion Recognition Based on Multi-feature and Multi-lingual Fusion. Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends. Weakly-supervised land classification for coastal zone based on deep convolutional neural networks by incorporating dual-polarimetric characteristics into training dataset. Ne …
Paper Group ANR 430

Paper Group ANR 430

April 1, 2020

D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry. A multi-layer approach to disinformation detection on Twitter. Disease Detection from Lung X-ray Images based on Hybrid Deep Learning. Mech-Elites: Illuminating the Mechanic Space of GVGAI. Finding Fair and Efficient Allocations When Valuations Don’t Add Up. Re-Training …
Paper Group ANR 431

Paper Group ANR 431

April 1, 2020

Out-of-Distribution Detection with Distance Guarantee in Deep Generative Models. “Other-Play” for Zero-Shot Coordination. Visual-Inertial Telepresence for Aerial Manipulation. Camera-Based Adaptive Trajectory Guidance via Neural Networks. A Comprehensive Survey on the Ambulance Routing and Location Problems. Automatic detection and counting of reti …
Paper Group ANR 432

Paper Group ANR 432

April 1, 2020

UR2KiD: Unifying Retrieval, Keypoint Detection, and Keypoint Description without Local Correspondence Supervision. Analysis via Orthonormal Systems in Reproducing Kernel Hilbert $C^*$-Modules and Applications. Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-Linear Activations. Weighting NT …
Paper Group ANR 433

Paper Group ANR 433

April 1, 2020

Neural Game Engine: Accurate learning of generalizable forward models from pixels. AdvMS: A Multi-source Multi-cost Defense Against Adversarial Attacks. Content Adaptive and Error Propagation Aware Deep Video Compression. Right for the Wrong Scientific Reasons: Revising Deep Networks by Interacting with their Explanations. A Unified End-to-End Fram …
Paper Group ANR 434

Paper Group ANR 434

April 1, 2020

On Recoverability of Randomly Compressed Tensors with Low CP Rank. Soft Hindsight Experience Replay. MCFlow: Monte Carlo Flow Models for Data Imputation. Multi-Objective Variational Autoencoder: an Application for Smart Infrastructure Maintenance. EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion. Censored Quantile R …
Paper Group ANR 435

Paper Group ANR 435

April 1, 2020

Optimal Options for Multi-Task Reinforcement Learning Under Time Constraints. RobustGCNs: Robust Norm Graph Convolutional Networks in the Presence of Node Missing Data and Large Noises. Erase and Restore: Simple, Accurate and Resilient Detection of $L_2$ Adversarial Examples. Painting Many Pasts: Synthesizing Time Lapse Videos of Paintings. Action …
Paper Group ANR 436

Paper Group ANR 436

April 1, 2020

Brain Metastasis Segmentation Network Trained with Robustness to Annotations with Multiple False Negatives. Reinforcement Learning in Economics and Finance. Safe reinforcement learning for probabilistic reachability and safety specifications: A Lyapunov-based approach. SemanticPOSS: A Point Cloud Dataset with Large Quantity of Dynamic Instances. A …
Paper Group ANR 437

Paper Group ANR 437

April 1, 2020

Accelerating and Improving AlphaZero Using Population Based Training. PDS: Deduce Elder Privacy from Smart Homes. Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images. LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation. Beyond Application End-Point Resu …
Paper Group ANR 438

Paper Group ANR 438

April 1, 2020

ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions. Approximate MMAP by Marginal Search. Curriculum DeepSDF. Data Curves Clustering Using Common Patterns Detection. Drift-Adjusted And Arbitrated Ensemble Framework For Time Series Forecasting. High-Dimensional Independence Testing and Maximum Marginal Correlation. …
Paper Group ANR 439

Paper Group ANR 439

April 1, 2020

Variational Inference with Parameter Learning Applied to Vehicle Trajectory Estimation. Sample-Specific Output Constraints for Neural Networks. Multi-Granularity Reference-Aided Attentive Feature Aggregation for Video-based Person Re-identification. Semi-Implicit Back Propagation. Learn and Transfer Knowledge of Preferred Assistance Strategies in S …
Paper Group ANR 440

Paper Group ANR 440

April 1, 2020

Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions. Bone Suppression on Chest Radiographs With Adversarial Learning. Cross-modal Deep Face Normals with Deactivable Skip Connections. Semi-Supervised Semantic Segmentation with Cross-Consistency Training. On Information Plane Analyses of Neural Network Classifiers – A R …
Paper Group ANR 441

Paper Group ANR 441

April 1, 2020

Deep Euler method: solving ODEs by approximating the local truncation error of the Euler method. Reward-rational (implicit) choice: A unifying formalism for reward learning. Improving Molecular Design by Stochastic Iterative Target Augmentation. Automatic Differentiation and Continuous Sensitivity Analysis of Rigid Body Dynamics. Adequate and fair …
Paper Group ANR 442

Paper Group ANR 442

April 1, 2020

Fast Detection of Maximum Common Subgraph via Deep Q-Learning. Semi-supervised Anomaly Detection using AutoEncoders. Rough Set based Aggregate Rank Measure & its Application to Supervised Multi Document Summarization. An Exploration of Embodied Visual Exploration. StereoNeuroBayesSLAM: A Neurobiologically Inspired Stereo Visual SLAM System Based on …
Paper Group ANR 443

Paper Group ANR 443

April 1, 2020

COPT: Coordinated Optimal Transport on Graphs. Microvascular Dynamics from 4D Microscopy Using Temporal Segmentation. TopRank+: A Refinement of TopRank Algorithm. Silly rules improve the capacity of agents to learn stable enforcement and compliance behaviors. Model-based Multi-Agent Reinforcement Learning with Cooperative Prioritized Sweeping. SOM- …
Paper Group ANR 444

Paper Group ANR 444

April 1, 2020

Progressive Identification of True Labels for Partial-Label Learning. LoCEC: Local Community-based Edge Classification in Large Online Social Networks. Preferential Batch Bayesian Optimization. An Ontology-based Context Model in Intelligent Environments. Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization. A Diffusion Theory for De …
Paper Group ANR 445

Paper Group ANR 445

April 1, 2020

Friend Recommendation based on Hashtags Analysis. RF Sensing for Continuous Monitoring of Human Activities for Home Consumer Applications. Evaluating Temporal Queries Over Video Feeds. Unbiased Mean Teacher for Cross Domain Object Detection. Adversarial Encoder-Multi-Task-Decoder for Multi-Stage Processes. FEA-Net: A Physics-guided Data-driven Mode …
Paper Group ANR 446

Paper Group ANR 446

April 1, 2020

Fast Lidar Clustering by Density and Connectivity. Globally Optimal Contrast Maximisation for Event-based Motion Estimation. Self-Adversarial Learning with Comparative Discrimination for Text Generation. Active Lighting Recurrence by Parallel Lighting Analogy for Fine-Grained Change Detection. Self-Supervised Object-Level Deep Reinforcement Learnin …
Paper Group ANR 447

Paper Group ANR 447

April 1, 2020

Depth Completion using a View Constrained Deep Prior. Deep Multi-Agent Reinforcement Learning for Decentralized Continuous Cooperative Control. End-to-End Models for the Analysis of Pupil Size Variations and Diagnosis of Parkinson’s Disease. Amplifying The Uncanny. Multi-View Photometric Stereo: A Robust Solution and Benchmark Dataset for Spatially …
Paper Group ANR 448

Paper Group ANR 448

April 1, 2020

A Hybrid Model-based and Data-driven Approach to Spectrum Sharing in mmWave Cellular Networks. Translating Diffusion, Wavelets, and Regularisation into Residual Networks. Generalized Hidden Parameter MDPs Transferable Model-based RL in a Handful of Trials. Handling the Positive-Definite Constraint in the Bayesian Learning Rule. A Tutorial on Learni …
Paper Group ANR 449

Paper Group ANR 449

April 1, 2020

Minimax-Optimal Off-Policy Evaluation with Linear Function Approximation. Generation of Consistent Sets of Multi-Label Classification Rules with a Multi-Objective Evolutionary Algorithm. Machine Learning assisted Handover and Resource Management for Cellular Connected Drones. A Random-Feature Based Newton Method for Empirical Risk Minimization in R …
Paper Group ANR 450

Paper Group ANR 450

April 1, 2020

Semi-supervised Anomaly Detection on Attributed Graphs. Expected Improvement versus Predicted Value in Surrogate-Based Optimization. Learning to mirror speaking styles incrementally. Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification. A Benchmark for Temporal Color Constancy. Print Defect Mapping with Semantic Segmen …
Paper Group ANR 451

Paper Group ANR 451

April 1, 2020

Caption Generation of Robot Behaviors based on Unsupervised Learning of Action Segments. A Deep Learning Approach to Behavior-Based Learner Modeling. Improving cross-lingual model transfer by chunking. Generating Sense Embeddings for Syntactic and Semantic Analogy for Portuguese. Robust Learning-Based Control via Bootstrapped Multiplicative Noise. …