[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1129
October 16, 2019

Paper Group ANR 1129

Time series clustering based on the characterisation of segment typologies. DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn. IIIDYT at SemEval-2018 Task 3: Irony detection in English tweets. Fault Area Detection in Leaf Diseases using k-means Clustering. From BOP to BOSS and Beyond: Time Series Classification with …

Paper Group ANR 1130

Paper Group ANR 1130

October 16, 2019

Connecting Visual Experiences using Max-flow Network with Application to Visual Localization. Abstraction Learning. HashTran-DNN: A Framework for Enhancing Robustness of Deep Neural Networks against Adversarial Malware Samples. A Map Equation with Metadata: Varying the Role of Attributes in Community Detection. An $O(N)$ Sorting Algorithm: Machine …
Paper Group ANR 1131

Paper Group ANR 1131

October 16, 2019

Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder. MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer. GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds. Optimizing Channel Selection for Seizure Detection. Understanding and correc …
Paper Group ANR 1132

Paper Group ANR 1132

October 16, 2019

Predicting Gross Movie Revenue. Generative Stock Question Answering. Blameworthiness in Strategic Games. Fully Convolutional Speech Recognition. Improved EEG Event Classification Using Differential Energy. Autoencoders for Multi-Label Prostate MR Segmentation. Tubule segmentation of fluorescence microscopy images based on convolutional neural netwo …
Paper Group ANR 1133

Paper Group ANR 1133

October 16, 2019

Mean Field Analysis of Neural Networks: A Central Limit Theorem. How the Softmax Output is Misleading for Evaluating the Strength of Adversarial Examples. Image-Dependent Local Entropy Models for Learned Image Compression. Knowing Where to Look? Analysis on Attention of Visual Question Answering System. Multi-Task Learning for Sequence Tagging: An …
Paper Group ANR 1134

Paper Group ANR 1134

October 16, 2019

Super-resolution of spatiotemporal event-stream image captured by the asynchronous temporal contrast vision sensor. The Coherent Point Drift for Clustered Point Sets. Towards Robust Neural Networks with Lipschitz Continuity. Discourse-Aware Neural Rewards for Coherent Text Generation. Gaussian Process Classification with Privileged Information by S …
Paper Group ANR 1135

Paper Group ANR 1135

October 16, 2019

Automated Process Planning for Hybrid Manufacturing. Moving Vehicle Detection Using AdaBoost and Haar-Like Feature in Surveillance Videos. A Multi-Disciplinary Review of Knowledge Acquisition Methods: From Human to Autonomous Eliciting Agents. Diversity and degrees of freedom in regression ensembles. Embarrassingly Simple Model for Early Action Pro …
Paper Group ANR 1136

Paper Group ANR 1136

October 16, 2019

POL-LWIR Vehicle Detection: Convolutional Neural Networks Meet Polarised Infrared Sensors. Thompson Sampling for Combinatorial Semi-Bandits. Forex trading and Twitter: Spam, bots, and reputation manipulation. Transferable Pedestrian Motion Prediction Models at Intersections. A Big Data Architecture for Log Data Storage and Analysis. Accelerating Em …
Paper Group ANR 1137

Paper Group ANR 1137

October 16, 2019

Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks. Admissible Abstractions for Near-optimal Task and Motion Planning. Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers. Incremental Predictive Process Monitoring: How to Deal with the Variability of Real E …
Paper Group ANR 1138

Paper Group ANR 1138

October 16, 2019

Reinforcement Learning to Rank in E-Commerce Search Engine: Formalization, Analysis, and Application. Learning via social awareness: Improving a deep generative sketching model with facial feedback. Learning to guide task and motion planning using score-space representation. VH-HFCN based Parking Slot and Lane Markings Segmentation on Panoramic Sur …
Paper Group ANR 1139

Paper Group ANR 1139

October 16, 2019

3D G-CNNs for Pulmonary Nodule Detection. Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization. Statistically and Computationally Efficient Variance Estimator for Kernel Ridge Regression. Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction. Covariance-Insured Screening. Neu …
Paper Group ANR 1140

Paper Group ANR 1140

October 16, 2019

A Multi-task Learning Approach for Improving Product Title Compression with User Search Log Data. Data-Efficient Graph Embedding Learning for PCB Component Detection. A two-stage 3D Unet framework for multi-class segmentation on full resolution image. Towards Modeling the Interaction of Spatial-Associative Neural Network Representations for Multise …
Paper Group ANR 1141

Paper Group ANR 1141

October 16, 2019

A Simple Quantum Neural Net with a Periodic Activation Function. 30m resolution Global Annual Burned Area Mapping based on Landsat images and Google Earth Engine. A Survey on Semantic Parsing. Universal Decision-Based Black-Box Perturbations: Breaking Security-Through-Obscurity Defenses. Cross Script Hindi English NER Corpus from Wikipedia. Augment …
Paper Group ANR 1142

Paper Group ANR 1142

October 16, 2019

Measuring Conversational Productivity in Child Forensic Interviews. Overcoming Language Priors in Visual Question Answering with Adversarial Regularization. A Fast, Compact, Accurate Model for Language Identification of Codemixed Text. Language Identification with Deep Bottleneck Features. Construction of Microdata from a Set of Differentially Priv …
Paper Group ANR 1143

Paper Group ANR 1143

October 16, 2019

Proceedings of the fourth “international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques” (iTWIST’18). Learning from multivariate discrete sequential data using a restricted Boltzmann machine model. Learning and Evaluating Sparse Interpretable Sentence Embeddings. Aerial LaneNet: Lane Marking Semantic Se …
Paper Group ANR 1144

Paper Group ANR 1144

October 16, 2019

Simple and Effective Text Simplification Using Semantic and Neural Methods. Sem-GAN: Semantically-Consistent Image-to-Image Translation. A Comprehensive Survey of Ontology Summarization: Measures and Methods. What If We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals i …
Paper Group ANR 1145

Paper Group ANR 1145

October 16, 2019

Predicting Human Trustfulness from Facebook Language. Automatic Identification of Closely-related Indian Languages: Resources and Experiments. How to Make Causal Inferences Using Texts. A Variational Observation Model of 3D Object for Probabilistic Semantic SLAM. Learning to Recognize 3D Human Action from A New Skeleton-based Representation Using D …
Paper Group ANR 1146

Paper Group ANR 1146

October 16, 2019

Modeling human intuitions about liquid flow with particle-based simulation. A Semi-Markov Chain Approach to Modeling Respiratory Patterns Prior to Extubation in Preterm Infants. A Survey of Mobile Computing for the Visually Impaired. Towards Understanding and Answering Multi-Sentence Recommendation Questions on Tourism. Deja Vu: Motion Prediction i …
Paper Group ANR 1147

Paper Group ANR 1147

October 16, 2019

Marginal Replay vs Conditional Replay for Continual Learning. Deep Learning Based Gait Recognition Using Smartphones in the Wild. A Neural Network Framework for Fair Classifier. When Will Gradient Methods Converge to Max-margin Classifier under ReLU Models?. Extracting Lungs from CT Images using Fully Convolutional Networks. Eyeriss v2: A Flexible …
Paper Group ANR 1148

Paper Group ANR 1148

October 16, 2019

Deep Semantic Face Deblurring. A High-Order Scheme for Image Segmentation via a modified Level-Set method. Few-shot learning with attention-based sequence-to-sequence models. MACRO: A Meta-Algorithm for Conditional Risk Minimization. Social Algorithms. Multi-View Fuzzy Logic System with the Cooperation between Visible and Hidden Views. A relativist …
Paper Group ANR 1149

Paper Group ANR 1149

October 16, 2019

Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention. On the Selection of Initialization and Activation Function for Deep Neural Networks. Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks. Modified Multidimensional Scaling and High Dimensional Clustering. Feasibi …
Paper Group ANR 1150

Paper Group ANR 1150

October 16, 2019

Activation Functions: Comparison of trends in Practice and Research for Deep Learning. See far with TPNET: a Tile Processor and a CNN Symbiosis. Machine Translation between Vietnamese and English: an Empirical Study. Estimating Achilles tendon healing progress with convolutional neural networks. On Looking for Local Expansion Invariants in Argument …
Paper Group ANR 1151

Paper Group ANR 1151

October 16, 2019

Bandit learning in concave $N$-person games. Dialogue Natural Language Inference. An Aggregated Multicolumn Dilated Convolution Network for Perspective-Free Counting. Few-Shot Goal Inference for Visuomotor Learning and Planning. Make (Nearly) Every Neural Network Better: Generating Neural Network Ensembles by Weight Parameter Resampling. Video-base …
Paper Group ANR 1152

Paper Group ANR 1152

October 16, 2019

Directly and Efficiently Optimizing Prediction Error and AUC of Linear Classifiers. DeepMoTIon: Learning to Navigate Like Humans. End-to-end named entity extraction from speech. A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems. Receiver Operating Characteristic Curves and Confidence Bands for Support Vect …
Paper Group ANR 1153

Paper Group ANR 1153

October 16, 2019

Using machine learning to create high-efficiency freeform illumination design tools. Compression of phase-only holograms with JPEG standard and deep learning. Learning Latent Beliefs and Performing Epistemic Reasoning for Efficient and Meaningful Dialog Management. Machine Learning of Space-Fractional Differential Equations. Deep Generative Modelin …
Paper Group ANR 1154

Paper Group ANR 1154

October 16, 2019

Gaussian-Constrained training for speaker verification. Coins and Logic. Reaching Data Confidentiality and Model Accountability on the CalTrain. DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model. Language Model Supervision for Handwriting Recognition Model Adaptation. Harmonizable mixture kernels with variational Fourie …
Paper Group ANR 1155

Paper Group ANR 1155

October 16, 2019

GANE: A Generative Adversarial Network Embedding. Alternate Estimation of a Classifier and the Class-Prior from Positive and Unlabeled Data. Learning Depth from Single Images with Deep Neural Network Embedding Focal Length. AAANE: Attention-based Adversarial Autoencoder for Multi-scale Network Embedding. Data Augmentation for Detection of Architect …
Paper Group ANR 1156

Paper Group ANR 1156

October 16, 2019

Learning Self-Imitating Diverse Policies. 3D Pose Estimation and 3D Model Retrieval for Objects in the Wild. SDCNet: Video Prediction Using Spatially-Displaced Convolution. Modeling Varying Camera-IMU Time Offset in Optimization-Based Visual-Inertial Odometry. A Deep-Learning-Based Geological Parameterization for History Matching Complex Models. Re …