[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 654
October 18, 2019

Paper Group ANR 654

Image Posterization Using Fuzzy Logic and Bilateral Filter. Feeding Hand-Crafted Features for Enhancing the Performance of Convolutional Neural Networks. Superconducting Optoelectronic Neurons V: Networks and Scaling. CAB: Continuous Adaptive Blending Estimator for Policy Evaluation and Learning. Quality Classified Image Analysis with Application t …

Paper Group ANR 655

Paper Group ANR 655

October 18, 2019

Beam Search Decoding using Manner of Articulation Detection Knowledge Derived from Connectionist Temporal Classification. Human-AI Learning Performance in Multi-Armed Bandits. Learning to Sketch with Shortcut Cycle Consistency. Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing. Sim-to-Real Transfer of …
Paper Group ANR 656

Paper Group ANR 656

October 18, 2019

Visual Analogies between Atari Games for Studying Transfer Learning in RL. Agreement Rate Initialized Maximum Likelihood Estimator for Ensemble Classifier Aggregation and Its Application in Brain-Computer Interface. Exploration vs. Exploitation in Team Formation. Time-interval balancing in multi-processor scheduling of composite modular jobs (preli …
Paper Group ANR 657

Paper Group ANR 657

October 18, 2019

CosmoFlow: Using Deep Learning to Learn the Universe at Scale. Exploration in Structured Reinforcement Learning. Spread Divergences. Generalized Similarity U: A Non-parametric Test of Association Based on Similarity. Large-Scale Visual Active Learning with Deep Probabilistic Ensembles. Universal Approximation by a Slim Network with Sparse Shortcut …
Paper Group ANR 658

Paper Group ANR 658

October 18, 2019

Neural Network Interpretation via Fine Grained Textual Summarization. DeepMag: Source Specific Motion Magnification Using Gradient Ascent. Image Correction via Deep Reciprocating HDR Transformation. The Interplay between Lexical Resources and Natural Language Processing. Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Superv …
Paper Group ANR 659

Paper Group ANR 659

October 18, 2019

Image Inpainting using Block-wise Procedural Training with Annealed Adversarial Counterpart. A geometric characterisation of sensitivity analysis in monomial models. Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification. Dual approach for object tracking based on optical flow and swarm intelligence. Artificial …
Paper Group ANR 660

Paper Group ANR 660

October 18, 2019

Tensorial Neural Networks: Generalization of Neural Networks and Application to Model Compression. 3D shape retrieval basing on representatives of classes. Approximation Strategies for Incomplete MaxSAT. Future Automation Engineering using Structural Graph Convolutional Neural Networks. New And Surprising Ways to Be Mean. Adversarial NPCs with Coup …
Paper Group ANR 661

Paper Group ANR 661

October 18, 2019

Strategyproof Linear Regression in High Dimensions. Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions. Combining Multiple Algorithms in Classifier Ensembles using Generalized Mixture Functions. Cross-Domain Transfer in Reinforcement Learning using Target Apprentice. Analog simulator of integro-differential equations wit …
Paper Group ANR 662

Paper Group ANR 662

October 18, 2019

SSCNets: A Selective Sobel Convolution-based Technique to Enhance the Robustness of Deep Neural Networks against Security Attacks. Comparative study of motion detection methods for video surveillance systems. Software Engineering Challenges of Deep Learning. Diagnosing Error in Temporal Action Detectors. Bayesian shape modelling of cross-sectional …
Paper Group ANR 663

Paper Group ANR 663

October 18, 2019

Hierarchical Representation Learning for Kinship Verification. Learning with Non-Convex Truncated Losses by SGD. Speeding Up Distributed Gradient Descent by Utilizing Non-persistent Stragglers. Analysis of Invariance and Robustness via Invertibility of ReLU-Networks. Testing the Generalization Power of Neural Network Models Across NLI Benchmarks. F …
Paper Group ANR 664

Paper Group ANR 664

October 18, 2019

I Have Seen Enough: A Teacher Student Network for Video Classification Using Fewer Frames. Visual Data Synthesis via GAN for Zero-Shot Video Classification. Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment. signProx: One-Bit Proximal Algorithm for Nonconvex Stochastic Optimization. Ensemble computation a …
Paper Group ANR 665

Paper Group ANR 665

October 18, 2019

Global Weighted Average Pooling Bridges Pixel-level Localization and Image-level Classification. Deep learning systems as complex networks. The Goldilocks zone: Towards better understanding of neural network loss landscapes. A Novel Technique for Evidence based Conditional Inference in Deep Neural Networks via Latent Feature Perturbation. RiTUAL-UH …
Paper Group ANR 666

Paper Group ANR 666

October 18, 2019

Learning Supervised Topic Models for Classification and Regression from Crowds. Scene Recomposition by Learning-based ICP. A Clonal Selection Algorithm with Levenshtein Distance based Image Similarity in Multidimensional Subjective Tourist Information and Discovery of Cryptic Spots by Interactive GHSOM. Analysis of Risk Factor Domains in Psychosis …
Paper Group ANR 667

Paper Group ANR 667

October 18, 2019

Crime Event Embedding with Unsupervised Feature Selection. A Multi-channel DART Algorithm. N-fold Superposition: Improving Neural Networks by Reducing the Noise in Feature Maps. Visualizing Neural Network Developing Perturbation Theory. Sharp Attention Network via Adaptive Sampling for Person Re-identification. Tracking all members of a honey bee c …
Paper Group ANR 668

Paper Group ANR 668

October 18, 2019

SAF- BAGE: Salient Approach for Facial Soft-Biometric Classification - Age, Gender, and Facial Expression. Computer-Assisted Fraud Detection, From Active Learning to Reward Maximization. Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction. Weak in the NEES?: Auto-tuning Kalman Filters with Bayesian Optim …
Paper Group ANR 669

Paper Group ANR 669

October 18, 2019

Sequential Behavioral Data Processing Using Deep Learning and the Markov Transition Field in Online Fraud Detection. Automated Data Slicing for Model Validation:A Big data - AI Integration Approach. Meta Transfer Learning for Facial Emotion Recognition. On Cross-validation for Sparse Reduced Rank Regression. On the Runtime Analysis of the Clearing …
Paper Group ANR 670

Paper Group ANR 670

October 18, 2019

Spatio-Temporal Graph Convolution for Skeleton Based Action Recognition. A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification. Personalized Influence Estimation Technique. Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates. Te …
Paper Group ANR 671

Paper Group ANR 671

October 18, 2019

An Universal Image Attractiveness Ranking Framework. Incorporating Scalability in Unsupervised Spatio-Temporal Feature Learning. Labelling as an unsupervised learning problem. Deep neural network marketplace recommenders in online experiments. Learning to Anonymize Faces for Privacy Preserving Action Detection. Automatic construction of Chinese her …
Paper Group ANR 672

Paper Group ANR 672

October 18, 2019

Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks. CNN-based MultiChannel End-to-End Speech Recognition for everyday home environments. Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods?. A Multi-Stage Algorithm for Acoustic Physical Model Parameters Estimation. Are You Sure You Want To …
Paper Group ANR 673

Paper Group ANR 673

October 18, 2019

Cross-Modal Attentional Context Learning for RGB-D Object Detection. A Many-Objective Evolutionary Algorithm With Two Interacting Processes: Cascade Clustering and Reference Point Incremental Learning. DLHub: Model and Data Serving for Science. Canonical Correlation Analysis for Misaligned Satellite Image Change Detection. Coronary Calcium Detectio …
Paper Group ANR 674

Paper Group ANR 674

October 18, 2019

Reliable Agglomerative Clustering. The GAN that Warped: Semantic Attribute Editing with Unpaired Data. Comprehensive Privacy Analysis of Deep Learning: Stand-alone and Federated Learning under Passive and Active White-box Inference Attacks. Generalized two-dimensional linear discriminant analysis with regularization. Novel Sparse Recovery Algorithm …
Paper Group ANR 675

Paper Group ANR 675

October 18, 2019

Judging a Book by its Description : Analyzing Gender Stereotypes in the Man Bookers Prize Winning Fiction. High Dimensional Estimation, Basis Assets, and Adaptive Multi-Factor Models. BinarEye: An Always-On Energy-Accuracy-Scalable Binary CNN Processor With All Memory On Chip in 28nm CMOS. DeepIR: A Deep Semantics Driven Framework for Image Retarge …
Paper Group ANR 676

Paper Group ANR 676

October 18, 2019

Curiosity-driven reinforcement learning with homeostatic regulation. A Note on Coding and Standardization of Categorical Variables in (Sparse) Group Lasso Regression. Open Information Extraction on Scientific Text: An Evaluation. Accuracy, Uncertainty, and Adaptability of Automatic Myocardial ASL Segmentation using Deep CNN. Deep-RBF Networks Revis …
Paper Group ANR 677

Paper Group ANR 677

October 18, 2019

DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference. Expanding search in the space of empirical ML. An Occluded Stacked Hourglass Approach to Facial Landmark Localization and Occlusion Estimation. Space Expansion of Feature Selection for Designing more Accurate Error Predictors. A Better Baseline for AVA. A new approach t …
Paper Group ANR 678

Paper Group ANR 678

October 18, 2019

A theory of sequence indexing and working memory in recurrent neural networks. Parametrized Accelerated Methods Free of Condition Number. Generalized Multichannel Variational Autoencoder for Underdetermined Source Separation. TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time. Learning Socially Appropriate Robo …
Paper Group ANR 679

Paper Group ANR 679

October 18, 2019

Types, Tokens, and Hapaxes: A New Heap’s Law. Trajectory Factory: Tracklet Cleaving and Re-connection by Deep Siamese Bi-GRU for Multiple Object Tracking. Paying Attention to Attention: Highlighting Influential Samples in Sequential Analysis. Automatic Liver Segmentation with Adversarial Loss and Convolutional Neural Network. PCNNA: A Photonic Conv …
Paper Group ANR 680

Paper Group ANR 680

October 18, 2019

Speech-Driven Facial Reenactment Using Conditional Generative Adversarial Networks. Holographic Visualisation of Radiology Data and Automated Machine Learning-based Medical Image Segmentation. Deep Sequential Segmentation of Organs in Volumetric Medical Scans. Localization under Topological Uncertainty for Lane Identification of Autonomous Vehicles …
Paper Group ANR 681

Paper Group ANR 681

October 17, 2019

Robot Representation and Reasoning with Knowledge from Reinforcement Learning. Detecting Levels of Depression in Text Based on Metrics. Deep Spectral Correspondence for Matching Disparate Image Pairs. Deep Online Learning via Meta-Learning: Continual Adaptation for Model-Based RL. Deep Learning for Launching and Mitigating Wireless Jamming Attacks. …