[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 553
July 27, 2019

Paper Group ANR 553

No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis. Learning Image-Conditioned Dynamics Models for Control of Under-actuated Legged Millirobots. Bi-class classification of humpback whale sound units against complex background noise with Deep Convolution Neural Network. Continuous-Time Flows for Efficient Inference …

Paper Group ANR 554

Paper Group ANR 554

July 27, 2019

Identification of Probabilities. Multi-Task Learning of Keyphrase Boundary Classification. Automatic Estimation of Ice Bottom Surfaces from Radar Imagery. Recurrent Segmentation for Variable Computational Budgets. Cosmological model discrimination with Deep Learning. Boosting Dilated Convolutional Networks with Mixed Tensor Decompositions. Graph Co …
Paper Group ANR 555

Paper Group ANR 555

July 27, 2019

Block-Sparse Recurrent Neural Networks. Sparse Neural Networks Topologies. Using Optimal Ratio Mask as Training Target for Supervised Speech Separation. Learning Unified Embedding for Apparel Recognition. A Survey on Content-Aware Video Analysis for Sports. Large-scale Datasets: Faces with Partial Occlusions and Pose Variations in the Wild. The CLa …
Paper Group ANR 556

Paper Group ANR 556

July 27, 2019

When Traffic Flow Prediction Meets Wireless Big Data Analytics. Scaling Limit: Exact and Tractable Analysis of Online Learning Algorithms with Applications to Regularized Regression and PCA. Embodied Artificial Intelligence through Distributed Adaptive Control: An Integrated Framework. Motif-based Rule Discovery for Predicting Real-valued Time Seri …
Paper Group ANR 557

Paper Group ANR 557

July 27, 2019

Predicting Yelp Star Reviews Based on Network Structure with Deep Learning. Bidirectional American Sign Language to English Translation. A case study on using speech-to-translation alignments for language documentation. Discriminative convolutional Fisher vector network for action recognition. Neural network augmented inverse problems for PDEs. Fin …
Paper Group ANR 558

Paper Group ANR 558

July 27, 2019

Soft + Hardwired Attention: An LSTM Framework for Human Trajectory Prediction and Abnormal Event Detection. Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments. Deep Regression Bayesian Network and Its Applications. Residual Convolutional CTC Networks for Automatic Speech Recognition. Energy Propagation i …
Paper Group ANR 559

Paper Group ANR 559

July 27, 2019

Comments on the proof of adaptive submodular function minimization. Statistical inference for high dimensional regression via Constrained Lasso. Deep Ordinal Ranking for Multi-Category Diagnosis of Alzheimer’s Disease using Hippocampal MRI data. Minimum Energy Quantized Neural Networks. A description length approach to determining the number of k-m …
Paper Group ANR 560

Paper Group ANR 560

July 27, 2019

New efficient algorithms for multiple change-point detection with kernels. Policy Gradient Methods for Reinforcement Learning with Function Approximation and Action-Dependent Baselines. On (Commercial) Benefits of Automatic Text Summarization Systems in the News Domain: A Case of Media Monitoring and Media Response Analysis. Traffic Sign Timely Vis …
Paper Group ANR 561

Paper Group ANR 561

July 27, 2019

Combining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks. Meta Inverse Reinforcement Learning via Maximum Reward Sharing for Human Motion Analysis. Review. Machine learning techniques for traffic sign detection. PCA-Initialized Deep Neural Networks Applied To Document Image Analysis. Equivalence Between …
Paper Group ANR 562

Paper Group ANR 562

July 27, 2019

ExSIS: Extended Sure Independence Screening for Ultrahigh-dimensional Linear Models. On Encoding Temporal Evolution for Real-time Action Prediction. The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation. Greed is Good: Near-Optimal Submodular Maximization via Greedy Optimization. On the Reconstruction of Face Images from Deep Face Temp …
Paper Group ANR 563

Paper Group ANR 563

July 27, 2019

Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks. CT Image Denoising with Perceptive Deep Neural Networks. Self-paced Convolutional Neural Network for Computer Aided Detection in Medical Imaging Analysis. Early Experiences with Crowdsourcing Airway Annotations in Chest CT. A User-Study on Online Adaptation of Neural Ma …
Paper Group ANR 564

Paper Group ANR 564

July 27, 2019

A Tribe Competition-Based Genetic Algorithm for Feature Selection in Pattern Classification. Restoration of Images with Wavefront Aberrations. Automatic Taxonomy Generation - A Use-Case in the Legal Domain. Online Tool Condition Monitoring Based on Parsimonious Ensemble+. Exact Topology Reconstruction of Radial Dynamical Systems with Applications t …
Paper Group ANR 565

Paper Group ANR 565

July 27, 2019

Learning Gaussian Graphical Models Using Discriminated Hub Graphical Lasso. Traffic Optimization For a Mixture of Self-interested and Compliant Agents. Invariant components of synergy, redundancy, and unique information among three variables. Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems. A Voting-Based Syst …
Paper Group ANR 566

Paper Group ANR 566

July 27, 2019

Scientific Article Summarization Using Citation-Context and Article’s Discourse Structure. Less-forgetful Learning for Domain Expansion in Deep Neural Networks. Compact Tensor Pooling for Visual Question Answering. DeepDeblur: Fast one-step blurry face images restoration. Handling PDDL3.0 State Trajectory Constraints with Temporal Landmarks. UG^2: …
Paper Group ANR 567

Paper Group ANR 567

July 27, 2019

Aperture Supervision for Monocular Depth Estimation. A reinforcement learning algorithm for building collaboration in multi-agent systems. Serious Games Application for Memory Training Using Egocentric Images. SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee Correctness. Object Classification in Images of Neoclassi …
Paper Group ANR 568

Paper Group ANR 568

July 27, 2019

Using Redescription Mining to Relate Clinical and Biological Characteristics of Cognitively Impaired and Alzheimer’s Disease Patients. Nonlinear network-based quantitative trait prediction from transcriptomic data. Probabilistic Vehicle Trajectory Prediction over Occupancy Grid Map via Recurrent Neural Network. Tree Memory Networks for Modelling Lo …
Paper Group ANR 569

Paper Group ANR 569

July 27, 2019

Robust polynomial regression up to the information theoretic limit. Statistical learning of rational wavelet transform for natural images. Analysing Congestion Problems in Multi-agent Reinforcement Learning. Local System Voting Feature for Machine Translation System Combination. Convolutional Networks with MuxOut Layers as Multi-rate Systems for Im …
Paper Group ANR 570

Paper Group ANR 570

July 27, 2019

Optimizing Long Short-Term Memory Recurrent Neural Networks Using Ant Colony Optimization to Predict Turbine Engine Vibration. Item Recommendation with Evolving User Preferences and Experience. On weight initialization in deep neural networks. Video Captioning with Guidance of Multimodal Latent Topics. Feature uncertainty bounding schemes for large …
Paper Group ANR 571

Paper Group ANR 571

July 27, 2019

A Survey of Structure from Motion. From Review to Rating: Exploring Dependency Measures for Text Classification. Houdini: Fooling Deep Structured Prediction Models. Exponential error rates of SDP for block models: Beyond Grothendieck’s inequality. Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast …
Paper Group ANR 572

Paper Group ANR 572

July 27, 2019

Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging. Syllable-level Neural Language Model for Agglutinative Language. VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem. Nuclear Discrepancy for Active Learning. What is (missing or wrong) in the scene? A Hybrid Deep Boltzmann Machine For Contextualized Scene Mo …
Paper Group ANR 573

Paper Group ANR 573

July 27, 2019

From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning. Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net. The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New Languages. Reconstruction of Word Embeddings from Sub-Word Parameters. Disentangled Representations via Syn …
Paper Group ANR 574

Paper Group ANR 574

July 27, 2019

Agent based Tools for Modeling and Simulation of Self-Organization in Peer-to-Peer, Ad-Hoc and other Complex Networks. Accumulated Gradient Normalization. Don’t relax: early stopping for convex regularization. Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer. LinXGBoost: Extension of XGBoost to Ge …
Paper Group ANR 575

Paper Group ANR 575

July 27, 2019

Quantum Computation via Sparse Distributed Representation. Enhancing approximation abilities of neural networks by training derivatives. Object Discovery via Cohesion Measurement. ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond. Toward Streaming Synapse Detection with Compositional ConvNets. Deep Networks for Compressed Imag …
Paper Group ANR 576

Paper Group ANR 576

July 27, 2019

DeepProbe: Information Directed Sequence Understanding and Chatbot Design via Recurrent Neural Networks. Going Wider: Recurrent Neural Network With Parallel Cells. Generative Models of Visually Grounded Imagination. Distributed SAGA: Maintaining linear convergence rate with limited communication. Scalable and Compact 3D Action Recognition with Appr …
Paper Group ANR 577

Paper Group ANR 577

July 27, 2019

Preference-based performance measures for Time-Domain Global Similarity method. Grounded Recurrent Neural Networks. C-WSL: Count-guided Weakly Supervised Localization. Hierarchical Modeling of Seed Variety Yields and Decision Making for Future Planting Plans. A New Point-set Registration Algorithm for Fingerprint Matching. Statistical Cost Sharing. …
Paper Group ANR 578

Paper Group ANR 578

July 27, 2019

Medical Image Retrieval using Deep Convolutional Neural Network. Multi-Task Learning for Contextual Bandits. Using Program Induction to Interpret Transition System Dynamics. Fine Grained Citation Span for References in Wikipedia. RUM: network Representation learning throUgh Multi-level structural information preservation. Analysis of supervised and …
Paper Group ANR 579

Paper Group ANR 579

July 27, 2019

Using Convolutional Neural Networks in Robots with Limited Computational Resources: Detecting NAO Robots while Playing Soccer. Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning. Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in …
Paper Group ANR 580

Paper Group ANR 580

July 27, 2019

Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training. Variational inference for the multi-armed contextual bandit. Convergence analysis of the information matrix in Gaussian belief propagation. A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logist …