[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1033
January 28, 2020

Paper Group ANR 1033

Sample-efficient Adversarial Imitation Learning from Observation. RIDM: Reinforced Inverse Dynamics Modeling for Learning from a Single Observed Demonstration. Neural Architecture Search on Acoustic Scene Classification. Predicting Tomorrow’s Headline using Today’s Twitter Deliberations. Prediction of wall-bounded turbulence from wall quantities us …

Paper Group ANR 1034

Paper Group ANR 1034

January 28, 2020

Metaoptimization on a Distributed System for Deep Reinforcement Learning. Adversarial Examples for Cost-Sensitive Classifiers. Learning Efficient Representation for Intrinsic Motivation. Self-critical n-step Training for Image Captioning. Improving Domain Adaptation Translation with Domain Invariant and Specific Information. Toward A Neuro-inspired …
Paper Group ANR 1035

Paper Group ANR 1035

January 28, 2020

Application of Low-resource Machine Translation Techniques to Russian-Tatar Language Pair. A Focus on Neural Machine Translation for African Languages. MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging. Introducing languid particle dynamics to a selection of PSO variants. Explainabl …
Paper Group ANR 1036

Paper Group ANR 1036

January 28, 2020

Learning Multi-Object Tracking and Segmentation from Automatic Annotations. Deep reinforcement learning in World-Earth system models to discover sustainable management strategies. Predicting Landslides Using Contour Aligning Convolutional Neural Networks. Image-Based Feature Representation for Insider Threat Classification. Improving a tf-idf weigh …
Paper Group ANR 1037

Paper Group ANR 1037

January 28, 2020

Imperio: Robust Over-the-Air Adversarial Examples for Automatic Speech Recognition Systems. Label Universal Targeted Attack. Question Answering via Web Extracted Tables and Pipelined Models. Improved Visual Localization via Graph Smoothing. Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus. X-ToM: Explaining with The …
Paper Group ANR 1038

Paper Group ANR 1038

January 28, 2020

Multi-loss-aware Channel Pruning of Deep Networks. Semantic Segmentation of Seismic Images. The CM Algorithm for the Maximum Mutual Information Classifications of Unseen Instances. Learning Erdős-Rényi Graphs under Partial Observations: Concentration or Sparsity?. Global Temporal Representation based CNNs for Infrared Action Recognition. Data-Depen …
Paper Group ANR 1039

Paper Group ANR 1039

January 28, 2020

Fully-Convolutional Intensive Feature Flow Neural Network for Text Recognition. A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging. NeuralDivergence: Exploring and Understanding Neural Networks by Comparing Activation Distributions. Data-driven Reconstruction of Nonlinear Dynamics from Sparse Observation. Metric Gaussian V …
Paper Group ANR 1040

Paper Group ANR 1040

January 28, 2020

Supporting stylists by recommending fashion style. Efficient Computation of Expected Hypervolume Improvement Using Box Decomposition Algorithms. Towards Task and Architecture-Independent Generalization Gap Predictors. Deep Mangoes: from fruit detection to cultivar identification in colour images of mango trees. Deep Task-Based Quantization. A note …
Paper Group ANR 1041

Paper Group ANR 1041

January 28, 2020

Modeling the Complexity and Descriptive Adequacy of Construction Grammars. Instruction-Level Design of Local Optimisers using Push GP. Accelerating Training in Pommerman with Imitation and Reinforcement Learning. Structured Coupled Generative Adversarial Networks for Unsupervised Monocular Depth Estimation. 3D CNN with Localized Residual Connection …
Paper Group ANR 1042

Paper Group ANR 1042

January 28, 2020

Video Captioning with Text-based Dynamic Attention and Step-by-Step Learning. An adaptive stochastic optimization algorithm for resource allocation. Safe Sample Screening for Robust Support Vector Machine. The Bach Doodle: Approachable music composition with machine learning at scale. Semantics of higher-order probabilistic programs with conditioni …
Paper Group ANR 1043

Paper Group ANR 1043

January 28, 2020

Information-Theoretic Perspective of Federated Learning. Operation-aware Neural Networks for User Response Prediction. Introduction to the 35th International Conference on Logic Programming Special Issue. OCR4all – An Open-Source Tool Providing a (Semi-)Automatic OCR Workflow for Historical Printings. Differentiable Visual Computing. Message-passi …
Paper Group ANR 1044

Paper Group ANR 1044

January 28, 2020

Efficient Learning of Distributed Linear-Quadratic Controllers. Self-Supervised Convolutional Subspace Clustering Network. Unsupervised Domain Adaptation of Language Models for Reading Comprehension. Deep Instance-Level Hard Negative Mining Model for Histopathology Images. Deep Flow-Guided Video Inpainting. Automatic Image Pixel Clustering based on …
Paper Group ANR 1045

Paper Group ANR 1045

January 28, 2020

Quantitative Impact of Label Noise on the Quality of Segmentation of Brain Tumors on MRI scans. Depth-Map Generation using Pixel Matching in Stereoscopic Pair of Images. G2G: TTS-Driven Pronunciation Learning for Graphemic Hybrid ASR. Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition. OpenEI: An Open Framework …
Paper Group ANR 1046

Paper Group ANR 1046

January 28, 2020

Towards Open Intent Discovery for Conversational Text. Deep Parametric Shape Predictions using Distance Fields. Cooperative Cross-Stream Network for Discriminative Action Representation. Improved Inference via Deep Input Transfer. Scalable Graph Algorithms. A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification. Deep …
Paper Group ANR 1047

Paper Group ANR 1047

January 28, 2020

An Exponential Efron-Stein Inequality for Lq Stable Learning Rules. Attributes Guided Feature Learning for Vehicle Re-identification. $S^{2}$-LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning. Cross Domain Knowledge Learning with Dual-branch Adversarial Network for Vehicle Re-identification. Bayesian leave-one-out c …
Paper Group ANR 1048

Paper Group ANR 1048

January 28, 2020

MCScript2.0: A Machine Comprehension Corpus Focused on Script Events and Participants. Residual Networks as Nonlinear Systems: Stability Analysis using Linearization. Multi-Element Long Distance Dependencies: Using SPk Languages to Explore the Characteristics of Long-Distance Dependencies. An Elo-based rating system for TopCoder SRM. Adversarial Tr …
Paper Group ANR 1049

Paper Group ANR 1049

January 28, 2020

Prediction of Dashed Café Wall illusion by the Classical Receptive Field Model. EEG-Based Emotion Recognition Using Regularized Graph Neural Networks. Active inference body perception and action for humanoid robots. Invariant Tensor Feature Coding. Adversarial Video Generation on Complex Datasets. Distilling Policy Distillation. Permutation Recover …
Paper Group ANR 1050

Paper Group ANR 1050

January 28, 2020

3D-aCortex: An Ultra-Compact Energy-Efficient Neurocomputing Platform Based on Commercial 3D-NAND Flash Memories. Image retrieval approach based on local texture information derived from predefined patterns and spatial domain information. A Double Residual Compression Algorithm for Efficient Distributed Learning. Multi-User MABs with User Dependent …
Paper Group ANR 1051

Paper Group ANR 1051

January 28, 2020

In Other News: A Bi-style Text-to-speech Model for Synthesizing Newscaster Voice with Limited Data. Harmonic Unpaired Image-to-image Translation. Optimal coding and the origins of Zipfian laws. Mango Tree Net – A fully convolutional network for semantic segmentation and individual crown detection of mango trees. Memory-Sample Tradeoffs for Linear …
Paper Group ANR 1052

Paper Group ANR 1052

January 28, 2020

Predictive properties of forecast combination, ensemble methods, and Bayesian predictive synthesis. Probabilistic Point Cloud Reconstructions for Vertebral Shape Analysis. TuNet: End-to-end Hierarchical Brain Tumor Segmentation using Cascaded Networks. Automated Video Game Testing Using Synthetic and Human-Like Agents. Memory efficient brain tumor …
Paper Group ANR 1053

Paper Group ANR 1053

January 28, 2020

Neural tangent kernels, transportation mappings, and universal approximation. An enhanced KNN-based twin support vector machine with stable learning rules. Learning Compact Models for Planning with Exogenous Processes. RGB-D Individual Segmentation. Distance Geometry and Data Science. Robustness Of Saak Transform Against Adversarial Attacks. Ultra- …
Paper Group ANR 1054

Paper Group ANR 1054

January 28, 2020

Advances on CNN-based super-resolution of Sentinel-2 images. Deep Distributional Sequence Embeddings Based on a Wasserstein Loss. Towards Automated Sexual Violence Report Tracking. A Control-Model-Based Approach for Reinforcement Learning. Identification In Missing Data Models Represented By Directed Acyclic Graphs. Design and Results of the Second …
Paper Group ANR 1055

Paper Group ANR 1055

January 28, 2020

Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher Model. Deep Q-Network for Angry Birds. A survey on intrinsic motivation in reinforcement learning. Recommending investors for new startups by integrating network diffusion and investors’ domain preference. Crowd Transformer Network. FlowSAN: Privacy-enhancing Semi-Adversarial Ne …
Paper Group ANR 1056

Paper Group ANR 1056

January 28, 2020

Safe Linear Thompson Sampling with Side Information. Structured and Deep Similarity Matching via Structured and Deep Hebbian Networks. Segmentation Guided Attention Network for Crowd Counting via Curriculum Learning. Comparing reliability of grid-based Quality-Diversity algorithms using artificial landscapes. Rearchitecting Classification Framework …
Paper Group ANR 1057

Paper Group ANR 1057

January 28, 2020

Discovering topics with neural topic models built from PLSA assumptions. Frustratingly Poor Performance of Reading Comprehension Models on Non-adversarial Examples. Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models. The FRENK Datasets of Socially Unacceptable Discourse in Slovene and English. DeepCenterline: a Multi-task Fully Convolu …
Paper Group ANR 1058

Paper Group ANR 1058

January 28, 2020

Learning from demonstration with model-based Gaussian process. Two-stream Spatiotemporal Feature for Video QA Task. A Distributed and Approximated Nearest Neighbors Algorithm for an Efficient Large Scale Mean Shift Clustering. Bag-of-Audio-Words based on Autoencoder Codebook for Continuous Emotion Prediction. Proceedings 35th International Conferen …
Paper Group ANR 1059

Paper Group ANR 1059

January 28, 2020

Towards Social Artificial Intelligence: Nonverbal Social Signal Prediction in A Triadic Interaction. Risk Convergence of Centered Kernel Ridge Regression with Large Dimensional Data. Effective writing style imitation via combinatorial paraphrasing. Multimodal Logical Inference System for Visual-Textual Entailment. GP-ALPS: Automatic Latent Process …
Paper Group ANR 1060

Paper Group ANR 1060

January 28, 2020

Morphology-Agnostic Visual Robotic Control. Investigating the effect of competitiveness power in estimating the average weighted price in electricity market. Deep splitting method for parabolic PDEs. Countering Noisy Labels By Learning From Auxiliary Clean Labels. Information Aggregation for Multi-Head Attention with Routing-by-Agreement. Deep mate …