[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 329
July 28, 2019

Paper Group ANR 329

Maximum Margin Interval Trees. Learning Hierarchical Information Flow with Recurrent Neural Modules. The detour problem in a stochastic environment: Tolman revisited. Interstitial Content Detection. Soft Biometrics: Gender Recognition from Unconstrained Face Images using Local Feature Descriptor. Cold-Start Reinforcement Learning with Softmax Polic …

Paper Group ANR 330

Paper Group ANR 330

July 28, 2019

Discover and Learn New Objects from Documentaries. Data-Dependent Stability of Stochastic Gradient Descent. Minimax Rates and Efficient Algorithms for Noisy Sorting. On the Consistency of $k$-means++ algorithm. Role of Deep LSTM Neural Networks And WiFi Networks in Support of Occupancy Prediction in Smart Buildings. Enabling Multi-Source Neural Mac …
Paper Group ANR 331

Paper Group ANR 331

July 28, 2019

Automatic Curation of Golf Highlights using Multimodal Excitement Features. A study of existing Ontologies in the IoT-domain. A Bimodal Network Approach to Model Topic Dynamics. Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning. Achieving non-discrimination in prediction. Comparison of Modified Kneser- …
Paper Group ANR 332

Paper Group ANR 332

July 28, 2019

Including Dialects and Language Varieties in Author Profiling. A Note on a Tight Lower Bound for MNL-Bandit Assortment Selection Models. Deep Cross-Modal Audio-Visual Generation. Telling Cause from Effect using MDL-based Local and Global Regression. Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images. Fore …
Paper Group ANR 333

Paper Group ANR 333

July 28, 2019

Decoupling Learning Rules from Representations. One-shot and few-shot learning of word embeddings. Adversarial nets with perceptual losses for text-to-image synthesis. Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks. Learning to Generate Posters of Scientific Papers by Probabilistic Graphical Models. Anomal …
Paper Group ANR 334

Paper Group ANR 334

July 28, 2019

Learning to generate one-sentence biographies from Wikidata. Empirical evaluation of a Q-Learning Algorithm for Model-free Autonomous Soaring. A Dynamic Programming Solution to Bounded Dejittering Problems. Bayesian Inference of Spreading Processes on Networks. Structured Probabilistic Pruning for Convolutional Neural Network Acceleration. Adversar …
Paper Group ANR 335

Paper Group ANR 335

July 28, 2019

Transfer Learning with Binary Neural Networks. Budget-Aware Activity Detection with A Recurrent Policy Network. Deformable Modeling for Human Body Acquired from Depth Sensors. Reading Scene Text with Attention Convolutional Sequence Modeling. Predicting Target Language CCG Supertags Improves Neural Machine Translation. A convergence framework for i …
Paper Group ANR 336

Paper Group ANR 336

July 28, 2019

Unsupervised learning of dynamical and molecular similarity using variance minimization. Sentiment analysis of twitter data. Personalized Automatic Estimation of Self-reported Pain Intensity from Facial Expressions. Learning Inverse Mapping by Autoencoder based Generative Adversarial Nets. Hierarchical Scene Parsing by Weakly Supervised Learning wi …
Paper Group ANR 337

Paper Group ANR 337

July 28, 2019

Shape from Shading through Shape Evolution. Empirical Evaluation of Parallel Training Algorithms on Acoustic Modeling. Multimodal Observation and Interpretation of Subjects Engaged in Problem Solving. DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI. Multi-View Deep Learning for Consistent Semantic M …
Paper Group ANR 338

Paper Group ANR 338

July 28, 2019

A Siamese Deep Forest. A Large-scale Dataset and Benchmark for Similar Trademark Retrieval. Generalizing the Convolution Operator in Convolutional Neural Networks. FearNet: Brain-Inspired Model for Incremental Learning. Topic Independent Identification of Agreement and Disagreement in Social Media Dialogue. Transfer learning for multi-center classi …
Paper Group ANR 339

Paper Group ANR 339

July 28, 2019

Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation. World Literature According to Wikipedia: Introduction to a DBpedia-Based Framework. Photorealistic Facial Expression Synthesis by the Conditional Difference Adversarial Autoencoder. Remote sensing of forests using discrete return airborne LiDAR. Scale Adaptive Clustering of Mult …
Paper Group ANR 340

Paper Group ANR 340

July 28, 2019

Spatiotemporal Modeling for Crowd Counting in Videos. Sparse Kernel Canonical Correlation Analysis via $\ell_1$-regularization. Connectivity Learning in Multi-Branch Networks. Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification. SfSNet: Learning Shape, Reflectance and Illuminance of Faces in the Wild. An Automatic App …
Paper Group ANR 341

Paper Group ANR 341

July 28, 2019

An Analysis of Visual Question Answering Algorithms. SPLBoost: An Improved Robust Boosting Algorithm Based on Self-paced Learning. Alignment Distances on Systems of Bags. Indowordnets help in Indian Language Machine Translation. Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net. Learning from Noisy Labels with Dis …
Paper Group ANR 342

Paper Group ANR 342

July 28, 2019

SAR Target Recognition Using the Multi-aspect-aware Bidirectional LSTM Recurrent Neural Networks. Consistent Multiple Graph Matching with Multi-layer Random Walks Synchronization. A Fuzzy Brute Force Matching Method for Binary Image Features. Learning to Predict Charges for Criminal Cases with Legal Basis. Multi-kernel learning of deep convolutiona …
Paper Group ANR 343

Paper Group ANR 343

July 28, 2019

Zero-shot Learning via Shared-Reconstruction-Graph Pursuit. Grade Prediction with Temporal Course-wise Influence. 3D Randomized Connection Network with Graph-based Label Inference. Adversarial Networks for Prostate Cancer Detection. Transformation Models in High-Dimensions. Phase Transitions of Spectral Initialization for High-Dimensional Nonconvex …
Paper Group ANR 344

Paper Group ANR 344

July 28, 2019

Automatic Quality Estimation for ASR System Combination. Large-scale Image Geo-Localization Using Dominant Sets. The Geometry of Nodal Sets and Outlier Detection. Image Captioning and Classification of Dangerous Situations. DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification. Data Distillation for Controlling Specificity in …
Paper Group ANR 345

Paper Group ANR 345

July 28, 2019

Learning 2D Gabor Filters by Infinite Kernel Learning Regression. Adiabatic Quantum Computing for Binary Clustering. Extractive Multi-document Summarization Using Multilayer Networks. Towards a theory of word order. Comment on “Dependency distance: a new perspective on syntactic patterns in natural language” by Haitao Liu et al. Feature Mapping for …
Paper Group ANR 346

Paper Group ANR 346

July 28, 2019

Discretization-free Knowledge Gradient Methods for Bayesian Optimization. Machine vs Machine: Minimax-Optimal Defense Against Adversarial Examples. AFIF4: Deep Gender Classification based on AdaBoost-based Fusion of Isolated Facial Features and Foggy Faces. Overview: Generalizations of Multi-Agent Path Finding to Real-World Scenarios. Comprehensive …
Paper Group ANR 347

Paper Group ANR 347

July 28, 2019

6D Object Pose Estimation with Depth Images: A Seamless Approach for Robotic Interaction and Augmented Reality. BARCHAN: Blob Alignment for Robust CHromatographic ANalysis. Generative Adversarial Mapping Networks. Arabidopsis roots segmentation based on morphological operations and CRFs. A New Convolutional Network-in-Network Structure and Its Appl …
Paper Group ANR 348

Paper Group ANR 348

July 28, 2019

Inverse Reinforcement Learning Under Noisy Observations. (k,q)-Compressed Sensing for dMRI with Joint Spatial-Angular Sparsity Prior. TAMU at KBP 2017: Event Nugget Detection and Coreference Resolution. Recognition of Documents in Braille. Exploring Directional Path-Consistency for Solving Constraint Networks. Digitising Cultural Complexity: Repres …
Paper Group ANR 349

Paper Group ANR 349

July 28, 2019

Synthetic to Real Adaptation with Generative Correlation Alignment Networks. Survey of reasoning using Neural networks. Automatic Generation of Natural Language Explanations. Practical Block-wise Neural Network Architecture Generation. An Automatic Diagnosis Method of Facial Acne Vulgaris Based on Convolutional Neural Network. Is this word borrowed …
Paper Group ANR 350

Paper Group ANR 350

July 28, 2019

ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI. Induction of Decision Trees based on Generalized Graph Queries. Texture Synthesis with Recurrent Variational Auto-Encoder. LADDER: A Human-Level Bidding Agent for Large-Scale Real-Time Online Auctions. Visuospatial Skill Learning for Robots. Interpretable Counting for Visual Question A …
Paper Group ANR 351

Paper Group ANR 351

July 28, 2019

Deeper, Broader and Artier Domain Generalization. Gaussian Process Decentralized Data Fusion Meets Transfer Learning in Large-Scale Distributed Cooperative Perception. Control Variates for Stochastic Gradient MCMC. A Vision For Continuous Automated Game Design. Action and perception for spatiotemporal patterns. Sign Language Recognition Using Tempo …
Paper Group ANR 352

Paper Group ANR 352

July 28, 2019

Computationally and statistically efficient learning of causal Bayes nets using path queries. Sky detection and log illumination refinement for PDE-based hazy image contrast enhancement. Planar Object Tracking in the Wild: A Benchmark. X-View: Graph-Based Semantic Multi-View Localization. LSTM Networks for Data-Aware Remaining Time Prediction of Bu …
Paper Group ANR 353

Paper Group ANR 353

July 28, 2019

A Stronger Foundation for Computer Science and P=NP. IMU2Face: Real-time Gesture-driven Facial Reenactment. A Deep Recurrent Framework for Cleaning Motion Capture Data. Enabling Embodied Analogies in Intelligent Music Systems. Joint Prediction of Depths, Normals and Surface Curvature from RGB Images using CNNs. Metrics for Deep Generative Models. C …
Paper Group ANR 354

Paper Group ANR 354

July 28, 2019

Investigating Human Factors in Image Forgery Detection. Label Refinement Network for Coarse-to-Fine Semantic Segmentation. Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes. Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization. Dynamics of core of langua …
Paper Group ANR 355

Paper Group ANR 355

July 28, 2019

An Ensemble of Deep Convolutional Neural Networks for Alzheimer’s Disease Detection and Classification. End-to-End Musical Key Estimation Using a Convolutional Neural Network. Real-time Load Prediction with High Velocity Smart Home Data Stream. On the Contribution of Discourse Structure on Text Complexity Assessment. Learning Generative ConvNets vi …
Paper Group ANR 356

Paper Group ANR 356

July 28, 2019

On Scalable Inference with Stochastic Gradient Descent. Single-Shot Clothing Category Recognition in Free-Configurations with Application to Autonomous Clothes Sorting. Preselection via Classification: A Case Study on Evolutionary Multiobjective Optimization. A Generally Applicable, Highly Scalable Measurement Computation and Optimization Approach …