[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 273
July 28, 2019

Paper Group ANR 273

RegNet: Multimodal Sensor Registration Using Deep Neural Networks. Robotic Ironing with 3D Perception and Force/Torque Feedback in Household Environments. Experimental comparison of single-pixel imaging algorithms. Blind Image Deblurring Using Row-Column Sparse Representations. Polynomial Time Efficient Construction Heuristics for Vertex Separation …

Paper Group ANR 274

Paper Group ANR 274

July 28, 2019

Identifying First-person Camera Wearers in Third-person Videos. Structured Set Matching Networks for One-Shot Part Labeling. Partial Knowledge In Embeddings. Multitask diffusion adaptation over networks with common latent representations. Structural Embedding of Syntactic Trees for Machine Comprehension. Improving the Performance of Online Neural T …
Paper Group ANR 275

Paper Group ANR 275

July 28, 2019

Sum of previous inpatient serum creatinine measurements predicts acute kidney injury in rehospitalized patients. GPGPU Acceleration of the KAZE Image Feature Extraction Algorithm. Image Disguise based on Generative Model. High-dimensional classification by sparse logistic regression. Self Adversarial Training for Human Pose Estimation. Retrofitting …
Paper Group ANR 276

Paper Group ANR 276

July 28, 2019

Entity Linking with people entity on Wikipedia. Coplanar Repeats by Energy Minimization. Representation Learning by Learning to Count. Energy-based Models for Video Anomaly Detection. Discriminatively Learned Hierarchical Rank Pooling Networks. Successive Embedding and Classification Loss for Aerial Image Classification. A discriminative view of MR …
Paper Group ANR 277

Paper Group ANR 277

July 28, 2019

Facial Keypoints Detection. Second-order Convolutional Neural Networks. Complexity Analysis Approach for Prefabricated Construction Products Using Uncertain Data Clustering. Track Everything: Limiting Prior Knowledge in Online Multi-Object Recognition. Semi-Supervised and Active Few-Shot Learning with Prototypical Networks. GM-Net: Learning Feature …
Paper Group ANR 278

Paper Group ANR 278

July 28, 2019

JaTeCS an open-source JAva TExt Categorization System. MOBA: a New Arena for Game AI. Online People Tracking and Identification with RFID and Kinect. Unsupervised Generative Adversarial Cross-modal Hashing. Small-loss bounds for online learning with partial information. Unsupervised Representation Learning by Sorting Sequences. Recovering Latent Si …
Paper Group ANR 279

Paper Group ANR 279

July 28, 2019

Robust Tracking Using Region Proposal Networks. Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk. Matroids Hitting Sets and Unsupervised Dependency Grammar Induction. Video Highlight Prediction Using Audience Chat Reactions. Flow Navigation by Smart Microswimmers via Reinforcement Learning. Comparison of echo state network o …
Paper Group ANR 280

Paper Group ANR 280

July 28, 2019

Effective Image Differencing with ConvNets for Real-time Transient Hunting. Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings. A Dual Sparse Decomposition Method for Image Denoising. HPatches: A benchmark and evaluation of handcrafted and learned local descriptors. Avoiding Your Teacher’s Mistakes: Training Neural …
Paper Group ANR 281

Paper Group ANR 281

July 28, 2019

Proceedings of NIPS 2017 Symposium on Interpretable Machine Learning. Skin lesion detection based on an ensemble of deep convolutional neural network. Stochastic Multi-armed Bandits in Constant Space. Interpretable Machine Learning for Privacy-Preserving Pervasive Systems. R-PHOC: Segmentation-Free Word Spotting using CNN. Maritime situational awar …
Paper Group ANR 282

Paper Group ANR 282

July 28, 2019

Learning Domain-Specific Word Embeddings from Sparse Cybersecurity Texts. MetaPAD: Meta Pattern Discovery from Massive Text Corpora. Complexity of Scheduling Charging in the Smart Grid. Threshold Constraints with Guarantees for Parity Objectives in Markov Decision Processes. Common Representation Learning Using Step-based Correlation Multi-Modal CN …
Paper Group ANR 283

Paper Group ANR 283

July 28, 2019

Understanding a Version of Multivariate Symmetric Uncertainty to assist in Feature Selection. SPARTan: Scalable PARAFAC2 for Large & Sparse Data. Differential Geometric Retrieval of Deep Features. Small Drone Field Experiment: Data Collection & Processing. Sample, computation vs storage tradeoffs for classification using tensor subspace models. Sha …
Paper Group ANR 284

Paper Group ANR 284

July 28, 2019

External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising. A Cascaded Convolutional Neural Network for X-ray Low-dose CT Image Denoising. Towards the Success Rate of One: Real-time Unconstrained Salient Object Detection. Personalized Age Progression with Bi-level Aging Dictionary Learning. Phone-aware Neural Language Identi …
Paper Group ANR 285

Paper Group ANR 285

July 28, 2019

Optimal Resource Allocation in Distributed Broadband Wireless Communication Systems. Projection Free Rank-Drop Steps. Modeling the dynamics of domain specific terminology in diachronic corpora. Note on Evolution and Forecasting of Requirements: Communications Example. Predictive Liability Models and Visualizations of High Dimensional Retail Employe …
Paper Group ANR 286

Paper Group ANR 286

July 28, 2019

Examining CNN Representations with respect to Dataset Bias. Crop Planning using Stochastic Visual Optimization. Improving Sparsity in Kernel Adaptive Filters Using a Unit-Norm Dictionary. Collaborative Summarization of Topic-Related Videos. Surfacing contextual hate speech words within social media. Face-to-BMI: Using Computer Vision to Infer Body …
Paper Group ANR 287

Paper Group ANR 287

July 28, 2019

Using LLVM-based JIT Compilation in Genetic Programming. AI2-THOR: An Interactive 3D Environment for Visual AI. Deep Learning Models of the Retinal Response to Natural Scenes. El Lenguaje Natural como Lenguaje Formal. Repairing Ontologies via Axiom Weakening. Margin Sample Mining Loss: A Deep Learning Based Method for Person Re-identification. A Hi …
Paper Group ANR 288

Paper Group ANR 288

July 28, 2019

UBSegNet: Unified Biometric Region of Interest Segmentation Network. Convolutional Neural Networks: Ensemble Modeling, Fine-Tuning and Unsupervised Semantic Localization for Intraoperative CLE Images. Effective Spoken Language Labeling with Deep Recurrent Neural Networks. Efficient and Effective Single-Document Summarizations and A Word-Embedding M …
Paper Group ANR 289

Paper Group ANR 289

July 28, 2019

Mobile Quantification and Therapy Course Tracking for Gait Rehabilitation. Low-Resource Neural Headline Generation. Generalized Rank Pooling for Activity Recognition. Information-Theoretic Representation Learning for Positive-Unlabeled Classification. An Adaptivity Hierarchy Theorem for Property Testing. LEARN: Learned Experts’ Assessment-based Rec …
Paper Group ANR 290

Paper Group ANR 290

July 28, 2019

A Parameter-Free Learning Automaton Scheme. Rapid Probabilistic Interest Learning from Domain-Specific Pairwise Image Comparisons. Neural Graph Machines: Learning Neural Networks Using Graphs. Lower Bound On the Computational Complexity of Discounted Markov Decision Problems. Path-Based Attention Neural Model for Fine-Grained Entity Typing. Exploit …
Paper Group ANR 291

Paper Group ANR 291

July 28, 2019

Reasoning About Liquids via Closed-Loop Simulation. Coalition formation for Multi-agent Pursuit based on Neural Network and AGRMF Model. Adversarial Source Identification Game with Corrupted Training. Three-Stream Convolutional Networks for Video-based Person Re-Identification. Layer-wise training of deep networks using kernel similarity. Context A …
Paper Group ANR 292

Paper Group ANR 292

July 28, 2019

Applications of Deep Learning and Reinforcement Learning to Biological Data. A Connectedness Constraint for Learning Sparse Graphs. Large-Scale Classification of Structured Objects using a CRF with Deep Class Embedding. A Tight Excess Risk Bound via a Unified PAC-Bayesian-Rademacher-Shtarkov-MDL Complexity. Learning to Generate Time-Lapse Videos Us …
Paper Group ANR 293

Paper Group ANR 293

July 28, 2019

Learning Features from Co-occurrences: A Theoretical Analysis. Stochastic Feedback Control of Systems with Unknown Nonlinear Dynamics. Pseudo-labels for Supervised Learning on Dynamic Vision Sensor Data, Applied to Object Detection under Ego-motion. Meta Networks. Joint Blind Motion Deblurring and Depth Estimation of Light Field. Universal Denoisin …
Paper Group ANR 294

Paper Group ANR 294

July 28, 2019

Slim Embedding Layers for Recurrent Neural Language Models. SAGA: A Submodular Greedy Algorithm For Group Recommendation. T-SKIRT: Online Estimation of Student Proficiency in an Adaptive Learning System. Learning Non-overlapping Convolutional Neural Networks with Multiple Kernels. Spectral-graph Based Classifications: Linear Regression for Classifi …
Paper Group ANR 295

Paper Group ANR 295

July 28, 2019

A Critique of a Critique of Word Similarity Datasets: Sanity Check or Unnecessary Confusion?. On parameters transformations for emulating sparse priors using variational-Laplace inference. On the Relevance of Auditory-Based Gabor Features for Deep Learning in Automatic Speech Recognition. Real-Time Optical flow-based Video Stabilization for Unmanne …
Paper Group ANR 296

Paper Group ANR 296

July 28, 2019

Axiomatic Characterization of Data-Driven Influence Measures for Classification. SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data. Deep Neural Network Capacity. Influence of Personal Preferences on Link Dynamics in Social Networks. Improving Malware Detection Accuracy by Extracting Icon Information. End-to …
Paper Group ANR 297

Paper Group ANR 297

July 28, 2019

Switching EEG Headsets Made Easy: Reducing Offline Calibration Effort Using Active Weighted Adaptation Regularization. Longitudinal Study of Child Face Recognition. Deep Galaxy: Classification of Galaxies based on Deep Convolutional Neural Networks. Scalable Co-Optimization of Morphology and Control in Embodied Machines. A Deep Compositional Framew …
Paper Group ANR 298

Paper Group ANR 298

July 28, 2019

People Counting in Crowded and Outdoor Scenes using a Hybrid Multi-Camera Approach. A divide and conquer method for symbolic regression. Generalized maximum entropy estimation. Fast Algorithms for Learning Latent Variables in Graphical Models. One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network. …
Paper Group ANR 299

Paper Group ANR 299

July 28, 2019

Mitigating the Impact of Speech Recognition Errors on Chatbot using Sequence-to-Sequence Model. An Empirical Bayes Approach for High Dimensional Classification. Recovering Dense Tissue Multispectral Signal from in vivo RGB Images. Types of Cognition and its Implications for future High-Level Cognitive Machines. A clever elimination strategy for eff …
Paper Group ANR 300

Paper Group ANR 300

July 28, 2019

Calibration of depth cameras using denoised depth images. Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery. Gait Recognition from Motion Capture Data. GSLAM: Initialization-robust Monocular Visual SLAM via Global Structure-from-Motion. What Will I Do Next? The Intention from Motion Experiment. Late …