[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 931
January 28, 2020

Paper Group ANR 931

MFCC-based Recurrent Neural Network for Automatic Clinical Depression Recognition and Assessment from Speech. MGHRL: Meta Goal-generation for Hierarchical Reinforcement Learning. DANTE: Deep AlterNations for Training nEural networks. Tree-based Intelligent Intrusion Detection System in Internet of Vehicles. Acquiring Knowledge from Pre-trained Mode …

Paper Group ANR 932

Paper Group ANR 932

January 28, 2020

A Bandit Approach to Posterior Dialog Orchestration Under a Budget. On the estimation of the Wasserstein distance in generative models. On the Difference Between the Information Bottleneck and the Deep Information Bottleneck. Decay Replay Mining to Predict Next Process Events. A Formalization of The Natural Gradient Method for General Similarity Me …
Paper Group ANR 933

Paper Group ANR 933

January 28, 2020

X-Section: Cross-Section Prediction for Enhanced RGBD Fusion. Bayesian Hyperparameter Optimization with BoTorch, GPyTorch and Ax. Dynamic Matrix Decomposition for Action Recognition. Deep Features Analysis with Attention Networks. A Data-Efficient Deep Learning Approach for Deployable Multimodal Social Robots. Wasserstein Adversarial Imitation Lear …
Paper Group ANR 934

Paper Group ANR 934

January 28, 2020

Robust Recovery Controller for a Quadrupedal Robot using Deep Reinforcement Learning. Results from the Robocademy ITN: Autonomy, Disturbance Rejection and Perception for Advanced Marine Robotics. RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials. Tustin neural networks: a class of recurrent nets for adaptive MPC of mechanical system …
Paper Group ANR 935

Paper Group ANR 935

January 28, 2020

Structural Recurrent Neural Network for Traffic Speed Prediction. Robust Monocular Edge Visual Odometry through Coarse-to-Fine Data Association. Zero-Shot Task Transfer. Data Efficient Voice Cloning for Neural Singing Synthesis. Faster Neural Network Training with Data Echoing. Neural Network based End-to-End Query by Example Spoken Term Detection. …
Paper Group ANR 936

Paper Group ANR 936

January 28, 2020

Neutron drip line in the Ca region from Bayesian model averaging. Algorithmically generating new algebraic features of polynomial systems for machine learning. Overview for the Second Shared Task on Language Identification in Code-Switched Data. RAVEN: A Dataset for Relational and Analogical Visual rEasoNing. The Dynamics of Handwriting Improves th …
Paper Group ANR 937

Paper Group ANR 937

January 28, 2020

Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss. Expanding the Text Classification Toolbox with Cross-Lingual Embeddings. Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. Gradient Noise Convolution (GNC): Smoothing Loss Function for Distributed Large-Batch SGD. DA …
Paper Group ANR 938

Paper Group ANR 938

January 28, 2020

A machine learning framework for computationally expensive transient models. Analysis of Wide and Deep Echo State Networks for Multiscale Spatiotemporal Time Series Forecasting. GarmNet: Improving Global with Local Perception for Robotic Laundry Folding. Adversarial Model Extraction on Graph Neural Networks. Federated Uncertainty-Aware Learning for …
Paper Group ANR 939

Paper Group ANR 939

January 28, 2020

A Strong and Robust Baseline for Text-Image Matching. Lattice Map Spiking Neural Networks (LM-SNNs) for Clustering and Classifying Image Data. A Rigorous Theory of Conditional Mean Embeddings. Metrics for Learning in Topological Persistence. Visual-Textual Association with Hardest and Semi-Hard Negative Pairs Mining for Person Search. Semi-supervis …
Paper Group ANR 940

Paper Group ANR 940

January 28, 2020

Learning Symbolic Physics with Graph Networks. Partial Compilation of ASP Programs. Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis. RefNet: A Reference-aware Network for Background Based Conversation. Learn How to Cook a New Recipe in a New House: Using Map Familiarization, Curriculum Learning, and Bandit Feedback to Learn …
Paper Group ANR 941

Paper Group ANR 941

January 28, 2020

An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies. Complexity of Linear Regions in Deep Networks. Learning Representations from Persian Handwriting for Offline Signature Verification, a Deep Transfer Learning Approach. Deriving a Quantitative Relationship Between Resolution and Human Classification Error. Py …
Paper Group ANR 942

Paper Group ANR 942

January 28, 2020

Federated Evaluation of On-device Personalization. Off-Policy Estimation of Long-Term Average Outcomes with Applications to Mobile Health. Empirical Bayes Method for Boltzmann Machines. Intermittent Demand Forecasting with Deep Renewal Processes. GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level. …
Paper Group ANR 943

Paper Group ANR 943

January 28, 2020

Tiered Latent Representations and Latent Spaces for Molecular Graphs. CMU GetGoing: An Understandable and Memorable Dialog System for Seniors. REP: Predicting the Time-Course of Drug Sensitivity. Deep Context-Aware Kernel Networks. Explainable Failure Predictions with RNN Classifiers based on Time Series Data. Indoor Signal Focusing with Deep Learn …
Paper Group ANR 944

Paper Group ANR 944

January 28, 2020

Universality Theorems for Generative Models. Joint Semantic Domain Alignment and Target Classifier Learning for Unsupervised Domain Adaptation. Guided Layer-wise Learning for Deep Models using Side Information. End-to-End Spoken Language Translation. Seq2Biseq: Bidirectional Output-wise Recurrent Neural Networks for Sequence Modelling. Dynamical Sy …
Paper Group ANR 945

Paper Group ANR 945

January 28, 2020

Sublinear Optimal Policy Value Estimation in Contextual Bandits. Privately detecting changes in unknown distributions. Unsupervised Detection of Sub-events in Large Scale Disasters. Time Series Source Separation using Dynamic Mode Decomposition. Unsupervised Visual Feature Learning with Spike-timing-dependent Plasticity: How Far are we from Traditi …
Paper Group ANR 946

Paper Group ANR 946

January 28, 2020

Defending Against Universal Attacks Through Selective Feature Regeneration. TRADI: Tracking deep neural network weight distributions. Why Should we Combine Training and Post-Training Methods for Out-of-Distribution Detection?. Integrating Lexical Knowledge in Word Embeddings using Sprinkling and Retrofitting. Improving Interpretability of Word Embe …
Paper Group ANR 947

Paper Group ANR 947

January 28, 2020

Learning In Practice: Reasoning About Quantization. Inefficiency of K-FAC for Large Batch Size Training. Graph Representation learning for Audio & Music genre Classification. Solving Rubik’s Cube with a Robot Hand. Physics Enhanced Artificial Intelligence. On the approximation of rough functions with deep neural networks. Leveraging Multimodal Hapt …
Paper Group ANR 948

Paper Group ANR 948

January 28, 2020

Early recurrence enables figure border ownership. Post-Earthquake Assessment of Buildings Using Deep Learning. Learning from Multiple Complementary Labels. Private Learning Implies Online Learning: An Efficient Reduction. Dual Adversarial Co-Learning for Multi-Domain Text Classification. Void region segmentation in ball grid array using u-net appro …
Paper Group ANR 949

Paper Group ANR 949

January 28, 2020

Retinal Vessels Segmentation Based on Dilated Multi-Scale Convolutional Neural Network. Prediction Uncertainty Estimation for Hate Speech Classification. Behavior Gated Language Models. It GAN DO Better: GAN-based Detection of Objects on Images with Varying Quality. Scalable Deep Learning on Distributed Infrastructures: Challenges, Techniques and T …
Paper Group ANR 950

Paper Group ANR 950

January 28, 2020

XCMRC: Evaluating Cross-lingual Machine Reading Comprehension. Lung CT Imaging Sign Classification through Deep Learning on Small Data. Probabilistic Decoupling of Labels in Classification. Age and gender bias in pedestrian detection algorithms. Confidence regions and minimax rates in outlier-robust estimation on the probability simplex. Egocentric …
Paper Group ANR 951

Paper Group ANR 951

January 28, 2020

Efficient surrogate modeling methods for large-scale Earth system models based on machine learning techniques. Generating Justifications for Norm-Related Agent Decisions. Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters. Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless N …
Paper Group ANR 952

Paper Group ANR 952

January 28, 2020

Backprop Diffusion is Biologically Plausible. Real-time Multiple People Hand Localization in 4D Point Clouds. DeepJSCC-f: Deep Joint-Source Channel Coding of Images with Feedback. A Hamilton-Jacobi Reachability-Based Framework for Predicting and Analyzing Human Motion for Safe Planning. Quantum Latent Semantic Analysis. Parity Models: A General Fra …
Paper Group ANR 953

Paper Group ANR 953

January 28, 2020

Boosting Generative Models by Leveraging Cascaded Meta-Models. Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition. A Lightweight Deep Learning Model for Human Activity Recognition on Edge Devices. Machine Translation with Cross-lingual Word Embeddings. TentacleNet: A Pseudo-Ensemble Template for Accurate Binar …
Paper Group ANR 954

Paper Group ANR 954

January 28, 2020

Affine Disentangled GAN for Interpretable and Robust AV Perception. Learning Scalable and Precise Representation of Program Semantics. Deep Ordinal Reinforcement Learning. Scalable Influence Estimation Without Sampling. Site-specific graph neural network for predicting protonation energy of oxygenate molecules. InfoGraph: Unsupervised and Semi-supe …
Paper Group ANR 955

Paper Group ANR 955

January 28, 2020

Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network. What’s in my Room? Object Recognition on Indoor Panoramic Images. Brain-Inspired Inference on Missing Video Sequence. Improving a State-of-the-Art Heuristic for the Minimum Latency Problem with Data Mining. Large-scale text processing pipeline with A …
Paper Group ANR 956

Paper Group ANR 956

January 28, 2020

Complete Dictionary Learning via $\ell^4$-Norm Maximization over the Orthogonal Group. OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge. Exploring Unsupervised Pretraining and Sentence Structure Modelling for Winograd Schema Challenge. Interaction-aware Decision Making with Adaptive Strategies under Merging Scenarios. Aski …
Paper Group ANR 957

Paper Group ANR 957

January 28, 2020

When Can Neural Networks Learn Connected Decision Regions?. Conv2Warp: An unsupervised deformable image registration with continuous convolution and warping. MarmoNet: a pipeline for automated projection mapping of the common marmoset brain from whole-brain serial two-photon tomography. A User Study of Perceived Carbon Footprint. Deformable Medical …
Paper Group ANR 958

Paper Group ANR 958

January 28, 2020

Input Redundancy for Parameterized Quantum Circuits. Adversarial Neural Network Inversion via Auxiliary Knowledge Alignment. Mumford-Shah Loss Functional for Image Segmentation with Deep Learning. A Retina-inspired Sampling Method for Visual Texture Reconstruction. Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems. Intera …