[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 411
January 30, 2020

Paper Group ANR 411

Controlling biases and diversity in diverse image-to-image translation. Simple and Almost Assumption-Free Out-of-Sample Bound for Random Feature Mapping. Great New Design: How Do We Talk about Media Architecture in Social Media. Learning Representations and Agents for Information Retrieval. Chinese Embedding via Stroke and Glyph Information: A Dual …

Paper Group ANR 412

Paper Group ANR 412

January 30, 2020

Using Dimensionality Reduction to Optimize t-SNE. Efficient Winograd or Cook-Toom Convolution Kernel Implementation on Widely Used Mobile CPUs. Uncertainty-based graph convolutional networks for organ segmentation refinement. Word embeddings for idiolect identification. CN-Probase: A Data-driven Approach for Large-scale Chinese Taxonomy Constructio …
Paper Group ANR 413

Paper Group ANR 413

January 30, 2020

Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition. Black-Box Complexity of the Binary Value Function. Bridging the Gap between Training and Inference for Neural Machine Translation. Characterizing the impact of geometric properties of word embeddings on task performance. The Role of Interactivity in Local Differential Priv …
Paper Group ANR 414

Paper Group ANR 414

January 30, 2020

Analyzing Periodicity and Saliency for Adult Video Detection. A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots. Completely Unsupervised Speech Recognition By A Generative Adversarial Network Harmonized With Iteratively Refined Hidden Markov Models. A Hybrid Cooperative Co-evolution Algorithm Framework for Opti …
Paper Group ANR 415

Paper Group ANR 415

January 30, 2020

Unsupervised Image Matching and Object Discovery as Optimization. gradSLAM: Dense SLAM meets Automatic Differentiation. Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior. Approximation of Reeb spaces with Mappers and Applications to Stochastic Filters. CNN-based Cost Volume Analysis as Confidence Measure for …
Paper Group ANR 416

Paper Group ANR 416

January 30, 2020

On the Computational Power of RNNs. Interpretable Almost-Matching-Exactly With Instrumental Variables. Learning Deterministic Weighted Automata with Queries and Counterexamples. Unbiased estimators for random design regression. Modeling Point Clouds with Self-Attention and Gumbel Subset Sampling. Benchmarking the Performance and Power of AI Acceler …
Paper Group ANR 417

Paper Group ANR 417

January 30, 2020

Improving Natural Language Inference with a Pretrained Parser. A Categorisation of Post-hoc Explanations for Predictive Models. Low-Cost Outdoor Air Quality Monitoring and In-Field Sensor Calibration. A Time Series Analysis of Emotional Loading in Central Bank Statements. Divide and Conquer: an Accurate Machine Learning Algorithm to Process Split V …
Paper Group ANR 418

Paper Group ANR 418

January 30, 2020

MemNet: Memory-Efficiency Guided Neural Architecture Search with Augment-Trim learning. Skeleton-based Gait Index Estimation with LSTMs. Image quality assessment for determining efficacy and limitations of Super-Resolution Convolutional Neural Network (SRCNN). Differentially Private Model Publishing for Deep Learning. Schrödinger Bridge Samplers. L …
Paper Group ANR 419

Paper Group ANR 419

January 30, 2020

Is artificial data useful for biomedical Natural Language Processing algorithms?. Towards Integration of Statistical Hypothesis Tests into Deep Neural Networks. SCEF: A Support-Confidence-aware Embedding Framework for Knowledge Graph Refinement. A Unifying Framework for Variance Reduction Algorithms for Finding Zeroes of Monotone Operators. The Kik …
Paper Group ANR 420

Paper Group ANR 420

January 30, 2020

The generalization error of random features regression: Precise asymptotics and double descent curve. Unpaired Pose Guided Human Image Generation. Optimizing Generalized Rate Metrics through Game Equilibrium. Neural View-Interpolation for Sparse Light Field Video. Growing a Brain: Fine-Tuning by Increasing Model Capacity. Efficient training and des …
Paper Group ANR 421

Paper Group ANR 421

January 30, 2020

Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction. A Review on Neural Network Models of Schizophrenia and Autism Spectrum Disorder. Intelligent Active Queue Management Using Explicit Congestion Notification. I Can See Clearly Now : Image Restoration via De-Raining. LSTM Networks Can Perform Dynamic Counting …
Paper Group ANR 422

Paper Group ANR 422

January 30, 2020

Superpixel Soup: Monocular Dense 3D Reconstruction of a Complex Dynamic Scene. Supervised Transfer Learning for Product Information Question Answering. Deep Residual Autoencoder for quality independent JPEG restoration. Normal Approximation for Stochastic Gradient Descent via Non-Asymptotic Rates of Martingale CLT. Cluster Analysis of High-Dimensio …
Paper Group ANR 423

Paper Group ANR 423

January 30, 2020

A maximum principle argument for the uniform convergence of graph Laplacian regressors. Seeding the Singularity for A.I. Convergence and sample complexity of gradient methods for the model-free linear quadratic regulator problem. Streamlined Variational Inference for Linear Mixed Models with Crossed Random Effects. Technical Report: Co-learning of …
Paper Group ANR 424

Paper Group ANR 424

January 30, 2020

LMVP: Video Predictor with Leaked Motion Information. A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning. A concrete example of inclusive design: deaf-oriented accessibility. Domain-Relevant Embeddings for Medical Question Similarity. Traditional Machine Learning for Pitch Detection. Neural Rerendering in the Wild. Cor …
Paper Group ANR 425

Paper Group ANR 425

January 30, 2020

Learning to Have an Ear for Face Super-Resolution. Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks. Vulnerability Analysis for Data Driven Pricing Schemes. Coresets for Data-efficient Training of Machine Learning Models. Learning to Reuse Translations: Guiding Neural Machine Translation with Examples. KFHE-HO …
Paper Group ANR 426

Paper Group ANR 426

January 30, 2020

Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks. RBED: Reward Based Epsilon Decay. The Source-Target Domain Mismatch Problem in Machine Translation. Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture. A Deep Generative Model of Speech Complex Spectrograms. Multimodal …
Paper Group ANR 427

Paper Group ANR 427

January 30, 2020

ODE-based Deep Network for MRI Reconstruction. SoftAdapt: Techniques for Adaptive Loss Weighting of Neural Networks with Multi-Part Loss Functions. Uncertainty-Based Out-of-Distribution Classification in Deep Reinforcement Learning. Deep Adversarial Network Alignment. Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation. Normalizin …
Paper Group ANR 428

Paper Group ANR 428

January 30, 2020

Multi-Path Policy Optimization. Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets. MAME : Model-Agnostic Meta-Exploration. Gumbel-Matrix Routing for Flexible Multi-task Learning. Thompson Sampling for Combinatorial Network Optimization in Unknown Environments. A Lexical, Syntactic, and Semantic Perspective …
Paper Group ANR 429

Paper Group ANR 429

January 30, 2020

Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection. Enabling Computer Vision Driven Assistive Devices for the Visually Impaired via Micro-architecture Design Exploration. An AI-based, Multi-stage detection system of banking botnets. Federated Learning with Bayesian Differential Privacy. A Novel Adap …
Paper Group ANR 430

Paper Group ANR 430

January 30, 2020

Mining GOLD Samples for Conditional GANs. Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference. Natural Language Generation at Scale: A Case Study for Open Domain Question Answering. $\sqrt{n}$-Regret for Learning in Markov Decision Processes with Function Approximation and Low Bellman Rank. The double traveli …
Paper Group ANR 431

Paper Group ANR 431

January 30, 2020

Reinforcement-Learning-Based Variational Quantum Circuits Optimization for Combinatorial Problems. Cryo-Electron Microscopy Image Analysis Using Multi-Frequency Vector Diffusion Maps. The Information Complexity of Learning Tasks, their Structure and their Distance. A New Benchmark Dataset for Texture Image Analysis and Surface Defect Detection. Pre …
Paper Group ANR 432

Paper Group ANR 432

January 30, 2020

An Effective Label Noise Model for DNN Text Classification. Diagnostic Curves for Black Box Models. Assessment of Shift-Invariant CNN Gaze Mappings for PS-OG Eye Movement Sensors. Adversarial Sub-sequence for Text Generation. Hierarchical Attention Generative Adversarial Networks for Cross-domain Sentiment Classification. Mean-Field Langevin Dynami …
Paper Group ANR 433

Paper Group ANR 433

January 30, 2020

Deep Sparse Coding for Non-Intrusive Load Monitoring. Clustering Uncertain Data via Representative Possible Worlds with Consistency Learning. Resource production of written forms of Sign Languages by a user-centered editor, SWift (SignWriting improved fast transcriber). Intelligent Systems Design for Malware Classification Under Adversarial Conditi …
Paper Group ANR 434

Paper Group ANR 434

January 30, 2020

A New Local Transformation Module for Few-shot Segmentation. Neural Stochastic Differential Equations: Deep Latent Gaussian Models in the Diffusion Limit. CERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models. DeepDA: LSTM-based Deep Data Association Network for Multi-Ta …
Paper Group ANR 435

Paper Group ANR 435

January 30, 2020

Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models. Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection. In defense of OSVOS. A Comprehensive Study of Alzheimer’s Disease Classification Using Convolutional Neural Networks. HTMLPhish: Enabling Phishing Web Page Detection by Applying Deep Learni …
Paper Group ANR 436

Paper Group ANR 436

January 30, 2020

Estimating Dynamic Conditional Spread Densities to Optimise Daily Storage Trading of Electricity. Towards Unsupervised Cancer Subtyping: Predicting Prognosis Using A Histologic Visual Dictionary. Boolean matrix factorization meets consecutive ones property. Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics. Neural Forest Le …
Paper Group ANR 437

Paper Group ANR 437

January 30, 2020

Characteristic Regularisation for Super-Resolving Face Images. Wasserstein Distance Based Domain Adaptation for Object Detection. Activation Adaptation in Neural Networks. Optimal initialization of K-means using Particle Swarm Optimization. Low-Rank Approximation from Communication Complexity. Memory-Augmented Recurrent Neural Networks Can Learn Ge …
Paper Group ANR 438

Paper Group ANR 438

January 30, 2020

A Model for Learned Bloom Filters, and Optimizing by Sandwiching. 360-Degree Textures of People in Clothing from a Single Image. SPA-GAN: Spatial Attention GAN for Image-to-Image Translation. Improving Scientific Article Visibility by Neural Title Simplification. Towards Robust Curve Text Detection with Conditional Spatial Expansion. A Tour of Conv …