[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 396
April 1, 2020

Paper Group ANR 396

Privacy Amplification of Iterative Algorithms via Contraction Coefficients. hp-VPINNs: Variational Physics-Informed Neural Networks With Domain Decomposition. Towards Automated Statistical Physics : Data-driven Modeling of Complex Systems with Deep Learning. Don’t Judge an Object by Its Context: Learning to Overcome Contextual Bias. Demonstrating R …

Paper Group ANR 397

Paper Group ANR 397

April 1, 2020

Architectural Resilience to Foreground-and-Background Adversarial Noise. HRINet: Alternative Supervision Network for High-resolution CT image Interpolation. Improving Calibration in Mixup-trained Deep Neural Networks through Confidence-Based Loss Functions. Deep NRSfM++: Towards 3D Reconstruction in the Wild. Synergetic Reconstruction from 2D Pose …
Paper Group ANR 398

Paper Group ANR 398

April 1, 2020

An Energy-Aware Online Learning Framework for Resource Management in Heterogeneous Platforms. Acceleration of Actor-Critic Deep Reinforcement Learning for Visual Grasping in Clutter by State Representation Learning Based on Disentanglement of a Raw Input Image. Sparse Graphical Memory for Robust Planning. Control of the Final-Phase of Closed-Loop V …
Paper Group ANR 399

Paper Group ANR 399

April 1, 2020

Quantum Machine Learning Algorithm for Knowledge Graphs. Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout. Proficiency Aware Multi-Agent Actor-Critic for Mixed Aerial and Ground Robot Teaming. Training for Speech Recognition on Coprocessors. Towards Deep Unsupervised SAR Despeckling with Blind-Spot Conv …
Paper Group ANR 400

Paper Group ANR 400

April 1, 2020

Contextual Policy Reuse using Deep Mixture Models. Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images. How Does BN Increase Collapsed Neural Network Filters?. Quantum noise protects quantum classifiers against adversaries. Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approac …
Paper Group ANR 401

Paper Group ANR 401

April 1, 2020

Variational Autoencoders for Opponent Modeling in Multi-Agent Systems. Show, Recall, and Tell: Image Captioning with Recall Mechanism. Sample Complexity of Incentivized Exploration. Explainable Artificial Intelligence and Machine Learning: A reality rooted perspective. Unsupervised deep clustering for predictive texture pattern discovery in medical …
Paper Group ANR 402

Paper Group ANR 402

April 1, 2020

End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label Classification. Self-supervised learning for audio-visual speaker diarization. Phoneme Boundary Detection using Learnable Segmental Features. RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning. Selfish Robustness and Equilibria in Mu …
Paper Group ANR 403

Paper Group ANR 403

April 1, 2020

Uncovering life-course patterns with causal discovery and survival analysis. Stochastic Linear Contextual Bandits with Diverse Contexts. Deep Audio-Visual Learning: A Survey. Visually Guided Self Supervised Learning of Speech Representations. Numerical Abstract Persuasion Argumentation for Expressing Concurrent Multi-Agent Negotiations. Boundary Gu …
Paper Group ANR 404

Paper Group ANR 404

April 1, 2020

Confidence Guided Stereo 3D Object Detection with Split Depth Estimation. Learning discrete state abstractions with deep variational inference. MDLdroid: a ChainSGD-reduce Approach to Mobile Deep Learning for Personal Mobile Sensing. Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models. Group Sparsity: The Hinge Between …
Paper Group ANR 405

Paper Group ANR 405

April 1, 2020

Improving the Backpropagation Algorithm with Consequentialism Weight Updates over Mini-Batches. Efficient Memory Management for Deep Neural Net Inference. Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology. TCM-ICP: Transformation Compatibility Measure for Registering Multiple LIDAR Scans. Decoupling Learning R …
Paper Group ANR 406

Paper Group ANR 406

April 1, 2020

Structured GANs. Breaking hypothesis testing for failure rates. Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition. Data Efficient Training for Reinforcement Learning with Adaptive Behavior Policy Sharing. Multiplex Word Embeddings for Selectional Preference Acquisition. Robust Quantization: One Model to Rule Them A …
Paper Group ANR 407

Paper Group ANR 407

April 1, 2020

Online Algorithms for Multi-shop Ski Rental with Machine Learned Predictions. NETNet: Neighbor Erasing and Transferring Network for Better Single Shot Object Detection. Faster SVM Training via Conjugate SMO. Intent Classification in Question-Answering Using LSTM Architectures. Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual …
Paper Group ANR 408

Paper Group ANR 408

April 1, 2020

An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices. Backdooring and Poisoning Neural Networks with Image-Scaling Attacks. Cluster-Based Social Reinforcement Learning. Detection of Pitt-Hopkins Syndrome based on morphological facial features. Towards Evaluating Plan Generation Approaches with Instructional Texts. Fol …
Paper Group ANR 409

Paper Group ANR 409

April 1, 2020

Interactive Constrained MAP-Elites Analysis and Evaluation of the Expressiveness of the Feature Dimensions. Machine Translation System Selection from Bandit Feedback. Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces. Experimenting with Convolutional Neural Network Architectures for the automatic characterization of Solita …
Paper Group ANR 410

Paper Group ANR 410

April 1, 2020

Learning a Directional Soft Lane Affordance Model for Road Scenes Using Self-Supervision. OpenHI2 – Open source histopathological image platform. Balance Between Efficient and Effective Learning: Dense2Sparse Reward Shaping for Robot Manipulation with Environment Uncertainty. CounterExample Guided Neural Synthesis. Detection of Thin Boundaries bet …
Paper Group ANR 411

Paper Group ANR 411

April 1, 2020

NeuroQuery: comprehensive meta-analysis of human brain mapping. Adaptive Temporal Difference Learning with Linear Function Approximation. On Leveraging Pretrained GANs for Limited-Data Generation. Rethinking Randomized Smoothing for Adversarial Robustness. Automatic Machine Learning Derived from Scholarly Big Data. Bit Allocation for Multi-Task Col …
Paper Group ANR 412

Paper Group ANR 412

April 1, 2020

Ising-based Consensus Clustering on Specialized Hardware. Restore from Restored: Single Image Denoising with Pseudo Clean Image. Advaita: Bug Duplicity Detection System. Algebraic and Analytic Approaches for Parameter Learning in Mixture Models. Beyond without Forgetting: Multi-Task Learning for Classification with Disjoint Datasets. A machine lear …
Paper Group ANR 413

Paper Group ANR 413

April 1, 2020

Towards Generalizable Surgical Activity Recognition Using Spatial Temporal Graph Convolutional Networks. Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation. Towards Ground Truth Evaluation of Visual Explanations. Coupled Tensor Completion via Low-rank Tensor Ring. Adversarial Deep Network Embedding for Cross-network …
Paper Group ANR 414

Paper Group ANR 414

April 1, 2020

On Geometry of Information Flow for Causal Inference. A Survey on Causal Inference. The Counterfactual $χ$-GAN. Vamsa: Tracking Provenance in Data Science Scripts. Night-time Semantic Segmentation with a Large Real Dataset. Tensorized Random Projections. Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions?. Adver …
Paper Group ANR 415

Paper Group ANR 415

April 1, 2020

A Simulation Study of Bandit Algorithms to Address External Validity of Software Fault Prediction. Efficient and Stable Graph Scattering Transforms via Pruning. Efficient sampling generation from explicit densities via Normalizing Flows. On Learning Vehicle Detection in Satellite Video. Combining data assimilation and machine learning to emulate a …
Paper Group ANR 416

Paper Group ANR 416

April 1, 2020

GAST-Net: Graph Attention Spatio-temporal Convolutional Networks for 3D Human Pose Estimation in Video. Algorithms for Non-Stationary Generalized Linear Bandits. FedLoc: Federated Learning Framework for Cooperative Localization and Location Data Processing. Learning the Hypotheses Space from data Part II: Convergence and Feasibility. Data-Driven Pe …
Paper Group ANR 417

Paper Group ANR 417

April 1, 2020

Learning Gaussian Graphical Models via Multiplicative Weights. Adversarial Online Learning with Changing Action Sets: Efficient Algorithms with Approximate Regret Bounds. Bayesian Deep Learning and a Probabilistic Perspective of Generalization. SpotTheFake: An Initial Report on a New CNN-Enhanced Platform for Counterfeit Goods Detection. Pairwise N …
Paper Group ANR 418

Paper Group ANR 418

April 1, 2020

Predicting Regression Probability Distributions with Imperfect Data Through Optimal Transformations. Generating Object Stamps. Reinforcement Learning with Goal-Distance Gradient. Applying Gene Expression Programming for Solving One-Dimensional Bin-Packing Problems. TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Dom …
Paper Group ANR 419

Paper Group ANR 419

April 1, 2020

Proper Learning of Linear Dynamical Systems as a Non-Commutative Polynomial Optimisation Problem. EGO-CH: Dataset and Fundamental Tasks for Visitors BehavioralUnderstanding using Egocentric Vision. SAPIEN: A SimulAted Part-based Interactive ENvironment. A Price-Per-Attention Auction Scheme Using Mouse Cursor Information. Citation Data of Czech Apex …
Paper Group ANR 420

Paper Group ANR 420

April 1, 2020

A Systematic Evaluation: Fine-Grained CNN vs. Traditional CNN Classifiers. LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention. Dual Multi-head Co-attention for Multi-choice Reading Comprehension. Multiscale Sparsifying Transform Learning for Image Denoising. Laplacian Denoising Autoencoder. Robust an …
Paper Group ANR 421

Paper Group ANR 421

April 1, 2020

Inferring Semantic Information with 3D Neural Scene Representations. Explosive Proofs of Mathematical Truths. Hypernetwork approach to generating point clouds. TableQnA: Answering List Intent Queries With Web Tables. A Nepali Rule Based Stemmer and its performance on different NLP applications. Bayesian System ID: Optimal management of parameter, m …
Paper Group ANR 422

Paper Group ANR 422

April 1, 2020

Computational Design with Crowds. Towards naturalistic human neuroscience and neuroengineering: behavior mining in long-term video and neural recordings. An Incremental Explanation of Inference in Hybrid Bayesian Networks for Increasing Model Trustworthiness and Supporting Clinical Decision Making. Semi-Supervised Class Discovery. Exploration-Explo …
Paper Group ANR 423

Paper Group ANR 423

April 1, 2020

PnP-Net: A hybrid Perspective-n-Point Network. Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments. Spike-Timing-Dependent Back Propagation in Deep Spiking Neural Networks. Learning State-Dependent Losses for Inverse Dynamics Learning. Fake Generated Painting Detection via Frequency Analysis. G-Net: A Deep Learning A …