[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 345
October 20, 2019

Paper Group AWR 345

Deep Generative Markov State Models. Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization. Quasi-hyperbolic momentum and Adam for deep learning. TACO: Learning Task Decomposition via Temporal Alignment for Control. Learning, Planning, and Control in a Monolithic Neural Event Inference Architecture. Semi-Blind Sp …

Paper Group AWR 346

Paper Group AWR 346

October 20, 2019

Densely Connected Bidirectional LSTM with Applications to Sentence Classification. Adversarial Spheres. Learning monocular depth estimation with unsupervised trinocular assumptions. Convolutional Simplex Projection Network (CSPN) for Weakly Supervised Semantic Segmentation. Locally Private Bayesian Inference for Count Models. Multichannel Semantic …
Paper Group AWR 347

Paper Group AWR 347

October 20, 2019

On Extensions of CLEVER: A Neural Network Robustness Evaluation Algorithm. Discrete Autoencoders for Sequence Models. Measuring the quality of Synthetic data for use in competitions. BayesGrad: Explaining Predictions of Graph Convolutional Networks. Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representatio …
Paper Group AWR 348

Paper Group AWR 348

October 20, 2019

Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs. Unsupervised Representation Learning by Predicting Image Rotations. Simultaneous Edge Alignment and Learning. RepMet: Representative-based metric learning for classification and one-shot object detection. Deep Learning using Rectified Linear Units (ReLU). …
Paper Group AWR 349

Paper Group AWR 349

October 20, 2019

HiDDeN: Hiding Data With Deep Networks. Non-Stationary Texture Synthesis by Adversarial Expansion. Rapid Autonomous Car Control based on Spatial and Temporal Visual Cues. Photometric Depth Super-Resolution. Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network. Modeling of nonlinear audio effects with end-to-end deep …
Paper Group AWR 350

Paper Group AWR 350

October 20, 2019

Differentially Private Bayesian Inference for Exponential Families. Evolving Multimodal Robot Behavior via Many Stepping Stones with the Combinatorial Multi-Objective Evolutionary Algorithm. Found Graph Data and Planted Vertex Covers. Deblending galaxy superpositions with branched generative adversarial networks. Scientific image rendering for spac …
Paper Group AWR 351

Paper Group AWR 351

October 20, 2019

Learning Time-Sensitive Strategies in Space Fortress. Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives. Boosting Domain Adaptation by Discovering Latent Domains. InfoSSM: Interpretable Unsupervised Learning of Nonparametric State-Space Model for Multi-modal Dynamics. End-to-End Latent Fingerprint Search. …
Paper Group AWR 352

Paper Group AWR 352

October 20, 2019

Low-Precision Random Fourier Features for Memory-Constrained Kernel Approximation. HappyDB: A Corpus of 100,000 Crowdsourced Happy Moments. Computational Optimal Transport. Learning to See in the Dark. On Adversarial Examples for Character-Level Neural Machine Translation. A Simple Baseline Algorithm for Graph Classification. Audio-Visual Scene Ana …
Paper Group AWR 353

Paper Group AWR 353

October 20, 2019

Incremental Few-Shot Learning with Attention Attractor Networks. CoT: Cooperative Training for Generative Modeling of Discrete Data. Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm. Approximating Poker Probabilities with Deep Learning. Incorporating Luminance, Depth and Color Information by a Fusion-based Network for Semantic S …
Paper Group AWR 354

Paper Group AWR 354

October 20, 2019

Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation. An Empirical Model of Large-Batch Training. Marian: Fast Neural Machine Translation in C++. YOLO-LITE: A Real-Time Object Detection Algorithm Optimized for Non-GPU Computers. Session-based Recommendation with Graph Neural Networks. Pitfalls of Graph Neural Network Eval …
Paper Group AWR 355

Paper Group AWR 355

October 20, 2019

Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose. Rethinking the Value of Network Pruning. Hybrid Knowledge Routed Modules for Large-scale Object Detection. ReSIFT: Reliability-Weighted SIFT-based Image Quality Assessment. Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese. PointGro …
Paper Group ANR 105

Paper Group ANR 105

October 19, 2019

Discrete symbolic optimization and Boltzmann sampling by continuous neural dynamics: Gradient Symbolic Computation. Non-submodular Function Maximization subject to a Matroid Constraint, with Applications. Face Presentation Attack Detection in Learned Color-liked Space. A Hilbert Space of Stationary Ergodic Processes. Parallel Tracking and Verifying …
Paper Group ANR 106

Paper Group ANR 106

October 19, 2019

DNN-based Source Enhancement to Increase Objective Sound Quality Assessment Score. Compositional Stochastic Average Gradient for Machine Learning and Related Applications. Towards a Semantic Perceptual Image Metric. SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation. Feasibility of Colon …
Paper Group ANR 107

Paper Group ANR 107

October 19, 2019

Unsupervised Domain Adaptation for Learning Eye Gaze from a Million Synthetic Images: An Adversarial Approach. Kalman-based Spectro-Temporal ECG Analysis using Deep Convolutional Networks for Atrial Fibrillation Detection. A Feature Clustering Approach Based on Histogram of Oriented Optical Flow and Superpixels. Non-Intrusive Signature Extraction f …
Paper Group ANR 108

Paper Group ANR 108

October 19, 2019

Domain Adaptation through Synthesis for Unsupervised Person Re-identification. A Survey of Hierarchy Identification in Social Networks. Planification par fusions incrémentales de graphes. Extending Neural Generative Conversational Model using External Knowledge Sources. Automatic Large-Scale Data Acquisition via Crowdsourcing for Crosswalk Classifi …
Paper Group ANR 109

Paper Group ANR 109

October 19, 2019

Syntree2Vec - An algorithm to augment syntactic hierarchy into word embeddings. Feature Selection Approach with Missing Values Conducted for Statistical Learning: A Case Study of Entrepreneurship Survival Dataset. Translating MFM into FOL: towards plant operation planning. Evaluating Creativity in Computational Co-Creative Systems. The EcoLexicon S …
Paper Group ANR 110

Paper Group ANR 110

October 19, 2019

Efficient Text Classification Using Tree-structured Multi-linear Principal Component Analysis. Optional Stopping with Bayes Factors: a categorization and extension of folklore results, with an application to invariant situations. On the Statistical Challenges of Echo State Networks and Some Potential Remedies. HeteroMed: Heterogeneous Information N …
Paper Group ANR 111

Paper Group ANR 111

October 19, 2019

A Machine Learning Framework for Register Placement Optimization in Digital Circuit Design. On balanced clustering with tree-like structures over clusters. Cross-Lingual Approaches to Reference Resolution in Dialogue Systems. Hierarchical Neural Network for Extracting Knowledgeable Snippets and Documents. A Simplified Approach to Deep Learning for …
Paper Group ANR 112

Paper Group ANR 112

October 19, 2019

Fingerprint Presentation Attack Detection: Generalization and Efficiency. An Image dehazing approach based on the airlight field estimation. Low-Resource Speech-to-Text Translation. Dense Scene Flow from Stereo Disparity and Optical Flow. Evaluating the Complementarity of Taxonomic Relation Extraction Methods Across Different Languages. Deep Learni …
Paper Group ANR 113

Paper Group ANR 113

October 19, 2019

Improving the Robustness of Speech Translation. Predicting University Students’ Academic Success and Major using Random Forests. Melodic Phrase Segmentation By Deep Neural Networks. High Speed Tracking With A Fourier Domain Kernelized Correlation Filter. Modeling Melodic Feature Dependency with Modularized Variational Auto-Encoder. Cloud Chaser: Re …
Paper Group ANR 114

Paper Group ANR 114

October 19, 2019

Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task. Online learning with graph-structured feedback against adaptive adversaries. Leveraging the Exact Likelihood of Deep Latent Variable Models. Automatic Language Identification in Texts: A Survey. Spectral Learning of Binomial HMMs for DNA Methylation Data. Sequentia …
Paper Group ANR 115

Paper Group ANR 115

October 19, 2019

Neural Melody Composition from Lyrics. An Optimal Transport View on Generalization. Spatial Knowledge Distillation to aid Visual Reasoning. Consistency-aware Shading Orders Selective Fusion for Intrinsic Image Decomposition. Discovering Spatio-Temporal Action Tubes. CGIntrinsics: Better Intrinsic Image Decomposition through Physically-Based Renderi …
Paper Group ANR 116

Paper Group ANR 116

October 19, 2019

Chittron: An Automatic Bangla Image Captioning System. Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion. RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks. On the Latent Space of Wasserstein Auto-Encoders. Efficient collective sw …
Paper Group ANR 117

Paper Group ANR 117

October 19, 2019

Holographic Automata for Ambient Immersive A. I. via Reservoir Computing. Social Anchor-Unit Graph Regularized Tensor Completion for Large-Scale Image Retagging. Feature-based reformulation of entities in triple pattern queries. Transitions, Losses, and Re-parameterizations: Elements of Prediction Games. Targeted change detection in remote sensing …
Paper Group ANR 118

Paper Group ANR 118

October 19, 2019

Attention Fusion Networks: Combining Behavior and E-mail Content to Improve Customer Support. Semiparametric Classification of Forest Graphical Models. A Neural Network Model for Determining the Success or Failure of High-tech Projects Development: A Case of Pharmaceutical industry. Deep Unsupervised Multi-View Detection of Video Game Stream Highli …
Paper Group ANR 119

Paper Group ANR 119

October 19, 2019

Cross-Database Micro-Expression Recognition: A Benchmark. InfyNLP at SMM4H Task 2: Stacked Ensemble of Shallow Convolutional Neural Networks for Identifying Personal Medication Intake from Twitter. Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering. Probabilistic Tools for the Analysis of Randomized Optimization Heur …
Paper Group ANR 120

Paper Group ANR 120

October 19, 2019

Entropic Spectral Learning for Large-Scale Graphs. Connectivity in Random Annulus Graphs and the Geometric Block Model. Discretizing Logged Interaction Data Biases Learning for Decision-Making. Evaluating Text GANs as Language Models. Stochastic Block Models with Multiple Continuous Attributes. Instance Optimal Decoding and the Restricted Isometry …
Paper Group ANR 121

Paper Group ANR 121

October 19, 2019

An Empirical Study on Crosslingual Transfer in Probabilistic Topic Models. HiTR: Hierarchical Topic Model Re-estimation for Measuring Topical Diversity of Documents. Adaptive Confidence Smoothing for Generalized Zero-Shot Learning. An Incremental Iterated Response Model of Pragmatics. DeepLogic: Towards End-to-End Differentiable Logical Reasoning. …