[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 95
February 1, 2020

Paper Group AWR 95

Searching for MobileNetV3. Explicit Shape Encoding for Real-Time Instance Segmentation. ShopSign: a Diverse Scene Text Dataset of Chinese Shop Signs in Street Views. Towards Optimal Discrete Online Hashing with Balanced Similarity. The Thermodynamic Variational Objective. A Learned Representation for Scalable Vector Graphics. Exact-K Recommendation …

Paper Group AWR 96

Paper Group AWR 96

February 1, 2020

Fixing the train-test resolution discrepancy. Neural Percussive Synthesis Parameterised by High-Level Timbral Features. Reinforcement Learning for Robotic Manipulation using Simulated Locomotion Demonstrations. A Low-Cost, Flexible and Portable Volumetric Capturing System. Wasserstein Style Transfer. Educating Text Autoencoders: Latent Representati …
Paper Group AWR 97

Paper Group AWR 97

February 1, 2020

Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. Bayesian active learning for optimization and uncertainty quantification in protein docking. Bayesian Optimization of Composite Functions. Fast Tree Variants of Gromov-Wasserstein. CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema …
Paper Group AWR 98

Paper Group AWR 98

February 1, 2020

A Symbolic Neural Network Representation and its Application to Understanding, Verifying, and Patching Networks. ABD-Net: Attentive but Diverse Person Re-Identification. Unrestricted Adversarial Examples via Semantic Manipulation. Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation. Hierarchical Text Classification with R …
Paper Group AWR 99

Paper Group AWR 99

February 1, 2020

Joint Discriminative and Generative Learning for Person Re-identification. Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time Warping. High-Resolution Network for Photorealistic Style Transfer. Virtual Reality to Study the Gap Between Offline and Real-Time EMG-based Gesture Recognition. Switchable Whitening for Deep Repres …
Paper Group ANR 1

Paper Group ANR 1

January 31, 2020

LoRAS: An oversampling approach for imbalanced datasets. Tutorial and Survey on Probabilistic Graphical Model and Variational Inference in Deep Reinforcement Learning. Non-locally Encoder-Decoder Convolutional Network for Whole Brain QSM Inversion. Image Aesthetics Assessment using Multi Channel Convolutional Neural Networks. Theoretical Limitation …
Paper Group ANR 10

Paper Group ANR 10

January 31, 2020

Learning Robust 3D Face Reconstruction and Discriminative Identity Representation. Modeling Named Entity Embedding Distribution into Hypersphere. PatentBERT: Patent Classification with Fine-Tuning a pre-trained BERT Model. Occlusions for Effective Data Augmentation in Image Classification. IMHO Fine-Tuning Improves Claim Detection. Maize Yield and …
Paper Group ANR 100

Paper Group ANR 100

January 31, 2020

Estimating Entropy of Distributions in Constant Space. Saliency Based Fire Detection Using Texture and Color Features. Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers. Responsible Facial Recognition and Beyond. Discovering Episodes with Compact Minimal Windows. Local Aggregation for Unsupervised Learning of Visual Emb …
Paper Group ANR 101

Paper Group ANR 101

January 31, 2020

Ridesharing with Driver Location Preferences. Hyper: Distributed Cloud Processing for Large-Scale Deep Learning Tasks. Domain Representation for Knowledge Graph Embedding. A Study of the Learnability of Relational Properties (Model Counting Meets Machine Learning). Adapting RNN Sequence Prediction Model to Multi-label Set Prediction. Vulnerability …
Paper Group ANR 102

Paper Group ANR 102

January 31, 2020

Using Small Proxy Datasets to Accelerate Hyperparameter Search. FSGAN: Subject Agnostic Face Swapping and Reenactment. Data-Driven Deep Learning of Partial Differential Equations in Modal Space. Learning Energy-based Spatial-Temporal Generative ConvNets for Dynamic Patterns. Integrating Source-channel and Attention-based Sequence-to-sequence Models …
Paper Group ANR 103

Paper Group ANR 103

January 31, 2020

MOEA/D with Uniformly Randomly Adaptive Weights. Assessing the Sharpness of Satellite Images: Study of the PlanetScope Constellation. Embedding-based system for the Text part of CALL v3 shared task. Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization. Discovering Opioid Use Patterns from Social Media for Relapse Preven …
Paper Group ANR 104

Paper Group ANR 104

January 31, 2020

A Simulation Study of Social-Networking-Driven Smart Recommendations for Internet of Vehicles. AED: An Anytime Evolutionary DCOP Algorithm. Featuring the topology with the unsupervised machine learning. Concentration of risk measures: A Wasserstein distance approach. Probabilistic symmetry and invariant neural networks. PolyResponse: A Rank-based A …
Paper Group ANR 105

Paper Group ANR 105

January 31, 2020

Recovering Localized Adversarial Attacks. A 20-Year Community Roadmap for Artificial Intelligence Research in the US. Enhancing Clinical Concept Extraction with Contextual Embeddings. DeGraF-Flow: Extending DeGraF Features for accurate and efficient sparse-to-dense optical flow estimation. Reinforcement Learning with Low-Complexity Liquid State Mac …
Paper Group ANR 106

Paper Group ANR 106

January 31, 2020

Online Continuous DR-Submodular Maximization with Long-Term Budget Constraints. Generating Adversarial Perturbation with Root Mean Square Gradient. Streamlined Dense Video Captioning. Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers. Analyzing and Interpreting Neural Net …
Paper Group ANR 107

Paper Group ANR 107

January 31, 2020

Understanding the Behaviour of the Empirical Cross-Entropy Beyond the Training Distribution. StateLens: A Reverse Engineering Solution for Making Existing Dynamic Touchscreens Accessible. A deep learning approach to solar-irradiance forecasting in sky-videos. Learning From Brains How to Regularize Machines. Building Damage Detection in Satellite Im …
Paper Group ANR 108

Paper Group ANR 108

January 31, 2020

Tracking the circulation routes of fresh coins in Bitcoin: A way of identifying coin miners with transaction network structural properties. HiCoRe: Visual Hierarchical Context-Reasoning. Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: I – The Ergodic Case. Constrained Reinforcement Le …
Paper Group ANR 109

Paper Group ANR 109

January 31, 2020

Online Clustering by Penalized Weighted GMM. Wasserstein-2 Generative Networks. Style Transfer by Rigid Alignment in Neural Net Feature Space. Semi-supervised Text Style Transfer: Cross Projection in Latent Space. Automated curricula through setter-solver interactions. Stabilizing Generative Adversarial Networks: A Survey. Latent Distance Estimatio …
Paper Group ANR 11

Paper Group ANR 11

January 31, 2020

In Nomine Function: Naming Functions in Stripped Binaries with Neural Networks. Expression of Fractals Through Neural Network Functions. Multi-Level Network for High-Speed Multi-Person Pose Estimation. Federated Learning for Emoji Prediction in a Mobile Keyboard. On The Classification-Distortion-Perception Tradeoff. On Local Optimizers of Acquisiti …
Paper Group ANR 110

Paper Group ANR 110

January 31, 2020

Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting. Robust and Adaptive Planning under Model Uncertainty. 3D Conditional Generative Adversarial Networks to enable large-scale seismic image enhancement. Multiple Hypothesis Tracking Algorithm for Multi-Target Multi-Camera Tracking with Disjoint Views. Machine learning mod …
Paper Group ANR 111

Paper Group ANR 111

January 31, 2020

Style Transfer Applied to Face Liveness Detection with User-Centered Models. MultiNet++: Multi-Stream Feature Aggregation and Geometric Loss Strategy for Multi-Task Learning. Pitfalls in the Evaluation of Sentence Embeddings. Report on the First Knowledge Graph Reasoning Challenge 2018 – Toward the eXplainable AI System. Asymptotic Consistency of …
Paper Group ANR 112

Paper Group ANR 112

January 31, 2020

A Survey on Bias and Fairness in Machine Learning. Distribution Density, Tails, and Outliers in Machine Learning: Metrics and Applications. Polytopes, lattices, and spherical codes for the nearest neighbor problem. Using an AI creativity system to explore how aesthetic experiences are processed along the brains perceptual neural pathways. Multi-sub …
Paper Group ANR 113

Paper Group ANR 113

January 31, 2020

4D X-Ray CT Reconstruction using Multi-Slice Fusion. A blockchain-orchestrated Federated Learning architecture for healthcare consortia. Painting with baryons: augmenting N-body simulations with gas using deep generative models. Simultaneously Learning Architectures and Features of Deep Neural Networks. Gating Revisited: Deep Multi-layer RNNs That …
Paper Group ANR 114

Paper Group ANR 114

January 31, 2020

A Review of Modularization Techniques in Artificial Neural Networks. DIViS: Domain Invariant Visual Servoing for Collision-Free Goal Reaching. Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition. Multi-Adversarial Variational Autoencoder Networks. End-to-End Learned Ran …
Paper Group ANR 115

Paper Group ANR 115

January 31, 2020

The Language of Legal and Illegal Activity on the Darknet. Should we Embed? A Study on the Online Performance of Utilizing Embeddings for Real-Time Job Recommendations. HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization. Reference-less Quality Estimation of Text Simplification Systems. Vietname …
Paper Group ANR 116

Paper Group ANR 116

January 31, 2020

Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization. Conditioned Query Generation for Task-Oriented Dialogue Systems. Low-resource Deep Entity Resolution with Transfer and Active Learning. NCLS: Neural Cross-Lingual Summarization. Revisit Lmser and its further development based on convolutional layers. Mixout: Effective Regulariza …
Paper Group ANR 117

Paper Group ANR 117

January 31, 2020

Gradient Flow Algorithms for Density Propagation in Stochastic Systems. Neural-network based general method for statistical mechanics on sparse systems. Is AI different for SE?. Coverage-based Outlier Explanation. Dynamically Visual Disambiguation of Keyword-based Image Search. A Simulation Model for Pedestrian Crowd Evacuation Based on Various AI …
Paper Group ANR 118

Paper Group ANR 118

January 31, 2020

A Statistical Defense Approach for Detecting Adversarial Examples. Concise and Effective Network for 3D Human Modeling from Orthogonal Silhouettes. Understanding the Radical Mind: Identifying Signals to Detect Extremist Content on Twitter. HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion. Momentum in Reinforcement Learning. …
Paper Group ANR 119

Paper Group ANR 119

January 31, 2020

Multi-Agent Game Abstraction via Graph Attention Neural Network. Predicting Food Security Outcomes Using Convolutional Neural Networks (CNNs) for Satellite Tasking. Location Trace Privacy Under Conditional Priors. Learning 3D Navigation Protocols on Touch Interfaces with Cooperative Multi-Agent Reinforcement Learning. Agora: Towards An Open Ecosyst …