[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 60
April 3, 2020

Paper Group ANR 60

Partial Weight Adaptation for Robust DNN Inference. A Hybrid 3DCNN and 3DC-LSTM based model for 4D Spatio-temporal fMRI data: An ABIDE Autism Classification study. Reducing Noise from Competing Neighbours: Word Retrieval with Lateral Inhibition in Multilink. Disturbance-immune Weight Sharing for Neural Architecture Search. Active Learning Approach …

Paper Group ANR 61

Paper Group ANR 61

April 3, 2020

Invariant Risk Minimization Games. A Continuous Space Neural Language Model for Bengali Language. dtControl: Decision Tree Learning Algorithms for Controller Representation. Scalable Quantitative Verification For Deep Neural Networks. Multilingual Stance Detection: The Catalonia Independence Corpus. IMAC: In-memory multi-bit Multiplication andACcum …
Paper Group ANR 62

Paper Group ANR 62

April 3, 2020

Performance of Statistical and Machine Learning Techniques for Physical Layer Authentication. ProxEmo: Gait-based Emotion Learning and Multi-view Proxemic Fusion for Socially-Aware Robot Navigation. A novel tree-structured point cloud dataset for skeletonization algorithm evaluation. Deep Learning Stereo Vision at the edge. An End-to-end Deep Learn …
Paper Group ANR 63

Paper Group ANR 63

April 3, 2020

Unpaired Image Super-Resolution using Pseudo-Supervision. PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling. Multi-Level Feature Fusion Mechanism for Single Image Super-Resolution. Learning Deep Analysis Dictionaries – Part II: Convolutional Dictionaries. An Automatic Relevance Determination Prior Bayesian Neural Network for Cont …
Paper Group ANR 64

Paper Group ANR 64

April 3, 2020

Regularization Helps with Mitigating Poisoning Attacks: Distributionally-Robust Machine Learning Using the Wasserstein Distance. 3D Gated Recurrent Fusion for Semantic Scene Completion. Learning Queuing Networks by Recurrent Neural Networks. 3D Deep Learning on Medical Images: A Review. SHX: Search History Driven Crossover for Real-Coded Genetic Al …
Paper Group ANR 65

Paper Group ANR 65

April 3, 2020

From English To Foreign Languages: Transferring Pre-trained Language Models. Boundary-Aware Dense Feature Indicator for Single-Stage 3D Object Detection from Point Clouds. Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks. Extending a Tag-based Collaborative Recommender with Co-occurring Information Interest …
Paper Group ANR 66

Paper Group ANR 66

April 3, 2020

Toward Automated Virtual Assembly for Prefabricated Construction: Construction Sequencing through Simulated BIM. LowResourceEval-2019: a shared task on morphological analysis for low-resource languages. Decidability of cutpoint isolation for letter-monotonic probabilistic finite automata. Curriculum Audiovisual Learning. Learning Navigation Costs f …
Paper Group ANR 67

Paper Group ANR 67

April 3, 2020

Assembly robots with optimized control stiffness through reinforcement learning. Proximity-Based Active Learning on Streaming Data: A Personalized Eating Moment Recognition. $\text{A}^3$: Activation Anomaly Analysis. A multi-agent ontologies-based clinical decision support system. Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Dee …
Paper Group ANR 68

Paper Group ANR 68

April 3, 2020

Explaining Data-Driven Decisions made by AI Systems: The Counterfactual Approach. Forecasting Corn Yield with Machine Learning Ensembles. Learning from Noisy Similar and Dissimilar Data. SensAI+Expanse Emotional Valence Prediction Studies with Cognition and Memory Integration. Optimal Pricing of Internet of Things: A Machine Learning Approach. Netw …
Paper Group ANR 69

Paper Group ANR 69

April 3, 2020

Stochastic Calibration of Radio Interferometers. Optimal least-squares solution to the hand-eye calibration problem. Mask & Focus: Conversation Modelling by Learning Concepts. Automatic Estimation of Sphere Centers from Images of Calibrated Cameras. Multi-frequency calibration for DOA estimation with distributed sensors. On the Role of Dataset Qual …
Paper Group ANR 7

Paper Group ANR 7

April 3, 2020

3DPIFCM Novel Algorithm for Segmentation of Noisy Brain MRI Images. Fast and robust multiplane single molecule localization microscopy using deep neural network. MPM: Joint Representation of Motion and Position Map for Cell Tracking. The Pragmatic Turn in Explainable Artificial Intelligence (XAI). Confidence Scores Make Instance-dependent Label-noi …
Paper Group ANR 70

Paper Group ANR 70

April 3, 2020

Estimation of Rate Control Parameters for Video Coding Using CNN. Ready Policy One: World Building Through Active Learning. Learning Autoencoders with Relational Regularization. Context Aware Image Annotation in Active Learning. Boosting API Recommendation with Implicit Feedback. Facial Feedback for Reinforcement Learning: A Case Study and Offline …
Paper Group ANR 71

Paper Group ANR 71

April 3, 2020

Student/Teacher Advising through Reward Augmentation. A General Framework to Analyze Stochastic Linear Bandit. Improving the Adversarial Robustness of Transfer Learning via Noisy Feature Distillation. Amortized variance reduction for doubly stochastic objectives. i-flow: High-dimensional Integration and Sampling with Normalizing Flows. BLCS: Brain- …
Paper Group ANR 72

Paper Group ANR 72

April 3, 2020

BUT Opensat 2019 Speech Recognition System. Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data. Equivariant flow-based sampling for lattice gauge theory. Neural Networks are Surprisingly Modular. A Job-Assignment Heuristic for Lifelong Multi-Agent Path Finding Problem with Multiple Delivery Locations. Bipartite Link …
Paper Group ANR 73

Paper Group ANR 73

April 3, 2020

Domain Adaptation via Teacher-Student Learning for End-to-End Speech Recognition. Online LiDAR-SLAM for Legged Robots with Robust Registration and Deep-Learned Loop Closure. Decentralized SGD with Over-the-Air Computation. MaxUp: A Simple Way to Improve Generalization of Neural Network Training. Neural Kernels Without Tangents. On the Convergence o …
Paper Group ANR 74

Paper Group ANR 74

April 3, 2020

Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning. Deep Adaptive Semantic Logic (DASL): Compiling Declarative Knowledge into Deep Neural Networks. HierTrain: Fast Hierarchical Edge AI Learning with Hybrid Parallelism in Mobile-Edge-Cloud Computing. Using Automated Theorem Provers for Mistake Diagnosis in the Didact …
Paper Group ANR 75

Paper Group ANR 75

April 3, 2020

Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features. Machine Learning on Volatile Instances. Tractogram filtering of anatomically non-plausible fibers with geometric deep learning. Experiments on Manual Thesaurus based Query Expansion for Ad-hoc Monolingual Gujarati Information Retrieval Task …
Paper Group ANR 76

Paper Group ANR 76

April 3, 2020

Fusion of Camera Model and Source Device Specific Forensic Methods for Improved Tamper Detection. Quantized Push-sum for Gossip and Decentralized Optimization over Directed Graphs. Generalisation error in learning with random features and the hidden manifold model. Markov Logic Networks with Complex Weights: Expressivity, Liftability and Fourier Tr …
Paper Group ANR 77

Paper Group ANR 77

April 3, 2020

Half-empty or half-full? A Hybrid Approach to Predict Recycling Behavior of Consumers to Increase Reverse Vending Machine Uptime. A Neural Architecture for Person Ontology population. HAMLET – A Learning Curve-Enabled Multi-Armed Bandit for Algorithm Selection. Comparing Different Deep Learning Architectures for Classification of Chest Radiographs …
Paper Group ANR 78

Paper Group ANR 78

April 3, 2020

Understanding Contexts Inside Robot and Human Manipulation Tasks through a Vision-Language Model and Ontology System in a Video Stream. PDGM: a Neural Network Approach to Solve Path-Dependent Partial Differential Equations. Learning Fairness-aware Relational Structures. Leveraging Cross Feedback of User and Item Embeddings for Variational Autoencod …
Paper Group ANR 79

Paper Group ANR 79

April 3, 2020

Unsupervised Competitive Hardware Learning Rule for Spintronic Clustering Architecture. Influence Function based Data Poisoning Attacks to Top-N Recommender Systems. Woodbury Transformations for Deep Generative Flows. Improved Optimistic Algorithms for Logistic Bandits. Deep Reinforcement Learning-Based Beam Tracking for Low-Latency Services in Veh …
Paper Group ANR 8

Paper Group ANR 8

April 3, 2020

The Variational InfoMax Learning Objective. An initial investigation on optimizing tandem speaker verification and countermeasure systems using reinforcement learning. Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud. RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework. Synchronization in 5G: …
Paper Group ANR 80

Paper Group ANR 80

April 3, 2020

Multi-objective Ranking via Constrained Optimization. A Framework for Online Investment Algorithms. Defense Through Diverse Directions. Parameter Sharing in Coagent Networks. Model-Reference Reinforcement Learning Control of Autonomous Surface Vehicles with Uncertainties. Getting Better from Worse: Augmented Bagging and a Cautionary Tale of Variabl …
Paper Group ANR 81

Paper Group ANR 81

April 3, 2020

Grounded and Controllable Image Completion by Incorporating Lexical Semantics. Iterative training of neural networks for intra prediction. On Equivalence and Cores for Incomplete Databases in Open and Closed Worlds. Detecting Deficient Coverage in Colonoscopies. Autocamera Calibration for traffic surveillance cameras with wide angle lenses. Machine …
Paper Group ANR 82

Paper Group ANR 82

April 3, 2020

Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis. Identification and Classification of Phenomena in Multispectral Satellite Imagery Using a New Image Smoother Method and its Applications in Environmental Remote Sensing. Biological Random Walks: integrating heterogeneous data in disease gene prioritization. An Inex …
Paper Group ANR 83

Paper Group ANR 83

April 3, 2020

Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms. A Pilot Study on Multiple Choice Machine Reading Comprehension for Vietnamese Texts. A BERT based Sentiment Analysis and Key Entity Detection Approach for Online Financial Texts. A Survey on Machine Reading Comprehension Syste …
Paper Group ANR 84

Paper Group ANR 84

April 3, 2020

Disentangled Speech Embeddings using Cross-modal Self-supervision. Towards Learning Multi-agent Negotiations via Self-Play. Robust Speaker Recognition Using Speech Enhancement And Attention Model. An Experiment in Morphological Development for Learning ANN Based Controllers. Intelligent Arxiv: Sort daily papers by learning users topics preference. …
Paper Group ANR 85

Paper Group ANR 85

April 3, 2020

Flexible Log File Parsing using Hidden Markov Models. Bi-objective Optimization of Biclustering with Binary Data. An Empirical Evaluation of Perturbation-based Defenses. MLFcGAN: Multi-level Feature Fusion based Conditional GAN for Underwater Image Color Correction. Lung Infection Quantification of COVID-19 in CT Images with Deep Learning. Weakly-s …