[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 60
July 30, 2019

Paper Group AWR 60

TreeQN and ATreeC: Differentiable Tree-Structured Models for Deep Reinforcement Learning. Distributed Mapping with Privacy and Communication Constraints: Lightweight Algorithms and Object-based Models. Ensemble representation learning: an analysis of fitness and survival for wrapper-based genetic programming methods. Interactive Attention Networks …

Paper Group AWR 61

Paper Group AWR 61

July 30, 2019

Online Spatial Concept and Lexical Acquisition with Simultaneous Localization and Mapping. Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize. Training a Subsampling Mechanism in Expectation. Deep Active Learning for Named Entity Recognition. Appearance-and-Relation Networks …
Paper Group AWR 62

Paper Group AWR 62

July 30, 2019

Text-Independent Speaker Verification Using 3D Convolutional Neural Networks. Hypergraph $p$-Laplacian: A Differential Geometry View. End-to-End Differentiable Proving. Analysis of the Impact of Negative Sampling on Link Prediction in Knowledge Graphs. STag: A Stable Fiducial Marker System. Estimated Depth Map Helps Image Classification. Inferring …
Paper Group AWR 63

Paper Group AWR 63

July 30, 2019

Weakly Supervised Action Learning with RNN based Fine-to-coarse Modeling. Automated Phrase Mining from Massive Text Corpora. Neural Attentive Session-based Recommendation. The Robust Manifold Defense: Adversarial Training using Generative Models. Learning Efficient Convolutional Networks through Network Slimming. Quantifying Mental Health from Soci …
Paper Group AWR 64

Paper Group AWR 64

July 30, 2019

Hello Edge: Keyword Spotting on Microcontrollers. DeepCloak: Masking Deep Neural Network Models for Robustness Against Adversarial Samples. Count-ception: Counting by Fully Convolutional Redundant Counting. Human Pose Regression by Combining Indirect Part Detection and Contextual Information. Cross-Language Learning for Program Classification using …
Paper Group AWR 65

Paper Group AWR 65

July 30, 2019

Mixed Precision Training. Hidden Two-Stream Convolutional Networks for Action Recognition. Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations. Stacked Thompson Bandits. Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks. Order-Planning Neural Text Generation From Structured Data. VIDOS …
Paper Group AWR 66

Paper Group AWR 66

July 30, 2019

An In-Depth Analysis of Visual Tracking with Siamese Neural Networks. Tracking using Numerous Anchor points. Learning to Run with Actor-Critic Ensemble. Cross-lingual Entity Alignment via Joint Attribute-Preserving Embedding. A Simple Neural Attentive Meta-Learner. Easily parallelizable and distributable class of algorithms for structured sparsity, …
Paper Group AWR 67

Paper Group AWR 67

July 30, 2019

Automatic Anomaly Detection in the Cloud Via Statistical Learning. Tick: a Python library for statistical learning, with a particular emphasis on time-dependent modelling. Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. Challenging Neural Dialogue Models with Natural Data: Memory Networks Fail on Incremental Ph …
Paper Group AWR 68

Paper Group AWR 68

July 30, 2019

Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations. Flow: A Modular Learning Framework for Autonomy in Traffic. Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs. On the Expressive Power of Overlapping Architectures of De …
Paper Group AWR 69

Paper Group AWR 69

July 30, 2019

Improving speech recognition by revising gated recurrent units. The Numerics of GANs. AP17-OLR Challenge: Data, Plan, and Baseline. Word Translation Without Parallel Data. The Implicit Bias of Gradient Descent on Separable Data. Learning Deep Latent Spaces for Multi-Label Classification. End-to-End Learning of Geometry and Context for Deep Stereo R …
Paper Group AWR 7

Paper Group AWR 7

July 30, 2019

Multimodal Word Distributions. Space-Time Graph Modeling of Ride Requests Based on Real-World Data. DGM: A deep learning algorithm for solving partial differential equations. Road Extraction by Deep Residual U-Net. mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions. Neural Optimizer Search with Reinforcement L …
Paper Group AWR 70

Paper Group AWR 70

July 30, 2019

Improved training for online end-to-end speech recognition systems. Consensus measure of rankings. ShaResNet: reducing residual network parameter number by sharing weights. Learning the Enigma with Recurrent Neural Networks. STARDATA: A StarCraft AI Research Dataset. A Tutorial on Thompson Sampling. Towards Metamerism via Foveated Style Transfer. C …
Paper Group AWR 71

Paper Group AWR 71

July 30, 2019

Learning SO(3) Equivariant Representations with Spherical CNNs. Open-World Knowledge Graph Completion. Should Robots be Obedient?. Learning a Generative Model for Validity in Complex Discrete Structures. Trainable Greedy Decoding for Neural Machine Translation. Wavelet Convolutional Neural Networks for Texture Classification. Fast Meta-Learning for …
Paper Group AWR 72

Paper Group AWR 72

July 30, 2019

Hidden Community Detection in Social Networks. Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes. Learning Fashion Compatibility with Bidirectional LSTMs. Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks. Emotion Recognition in the Wild using …
Paper Group AWR 73

Paper Group AWR 73

July 30, 2019

Efficient Probabilistic Performance Bounds for Inverse Reinforcement Learning. Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks. Active Learning for Graph Embedding. Encouraging LSTMs to Anticipate Actions Very Early. Localizing Moments in Video with Natural Language. Globally-Optimal Inlier Set Maximisation fo …
Paper Group AWR 74

Paper Group AWR 74

July 30, 2019

FA*IR: A Fair Top-k Ranking Algorithm. Deep Binary Reconstruction for Cross-modal Hashing. Robust Spatial Filtering with Graph Convolutional Neural Networks. weedNet: Dense Semantic Weed Classification Using Multispectral Images and MAV for Smart Farming. How intelligent are convolutional neural networks?. Virtual to Real Reinforcement Learning for …
Paper Group AWR 75

Paper Group AWR 75

July 30, 2019

A Particle Swarm Optimization-based Flexible Convolutional Auto-Encoder for Image Classification. The Space of Transferable Adversarial Examples. Relaxed Oracles for Semi-Supervised Clustering. Tensor Regression Networks with various Low-Rank Tensor Approximations. Detect to Track and Track to Detect. Offline bilingual word vectors, orthogonal tran …
Paper Group AWR 76

Paper Group AWR 76

July 30, 2019

Designing and building the mlpack open-source machine learning library. Evolving Spatially Aggregated Features from Satellite Imagery for Regional Modeling. LSTM Pose Machines. A Batch Learning Framework for Scalable Personalized Ranking. How consistent is my model with the data? Information-Theoretic Model Check. The implementation of a Deep Recur …
Paper Group AWR 8

Paper Group AWR 8

July 30, 2019

Class Rectification Hard Mining for Imbalanced Deep Learning. Adaptive Low-Rank Kernel Subspace Clustering. Optimal deep neural networks for sparse recovery via Laplace techniques. Automated Scalable Bayesian Inference via Hilbert Coresets. PDE-Net: Learning PDEs from Data. Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Vi …
Paper Group AWR 9

Paper Group AWR 9

July 30, 2019

SGDLibrary: A MATLAB library for stochastic gradient descent algorithms. Naive Bayes Classification for Subset Selection. Attention-Based Models for Text-Dependent Speaker Verification. Deep Residual Bidir-LSTM for Human Activity Recognition Using Wearable Sensors. SwGridNet: A Deep Convolutional Neural Network based on Grid Topology for Image Clas …
Paper Group ANR 1

Paper Group ANR 1

July 29, 2019

A PatchMatch-based Dense-field Algorithm for Video Copy-Move Detection and Localization. Using the SLEUTH urban growth model to simulate the impacts of future policy scenarios on urban land use in the Tehran metropolitan area in Iran. MEBoost: Variable Selection in the Presence of Measurement Error. NAG: Network for Adversary Generation. Multi-arme …
Paper Group ANR 10

Paper Group ANR 10

July 29, 2019

Semi-Latent GAN: Learning to generate and modify facial images from attributes. How linguistic descriptions of data can help to the teaching-learning process in higher education, case of study: artificial intelligence. Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation. Proxy Templates for …
Paper Group ANR 100

Paper Group ANR 100

July 29, 2019

Robust Data Geometric Structure Aligned Close yet Discriminative Domain Adaptation. Emotional Filters: Automatic Image Transformation for Inducing Affect. Unlocking the Potential of Simulators: Design with RL in Mind. Prostate Cancer Diagnosis using Deep Learning with 3D Multiparametric MRI. Variational Joint Filtering. Minimal Solvers for Monocula …
Paper Group ANR 101

Paper Group ANR 101

July 29, 2019

A Review of Convolutional Neural Networks for Inverse Problems in Imaging. What does 2D geometric information really tell us about 3D face shape?. Investigating Recurrence and Eligibility Traces in Deep Q-Networks. How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis. Forecasting Human Dynami …
Paper Group ANR 102

Paper Group ANR 102

July 29, 2019

Multiple Range-Restricted Bidirectional Gated Recurrent Units with Attention for Relation Classification. Ontology Based Pivoted normalization using Vector Based Approach for information Retrieval. A Policy Search Method For Temporal Logic Specified Reinforcement Learning Tasks. Multi-step Off-policy Learning Without Importance Sampling Ratios. Wha …
Paper Group ANR 103

Paper Group ANR 103

July 29, 2019

Swarm Intelligence in Semi-supervised Classification. Semi-automatic definite description annotation: a first report. Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge. Model Distillation with Knowledge Transfer from Face Classification to Alignment and Verification. Risk Stratification of Lung Nodules Us …
Paper Group ANR 104

Paper Group ANR 104

July 29, 2019

A Convergence Analysis for A Class of Practical Variance-Reduction Stochastic Gradient MCMC. Cycles in adversarial regularized learning. DAWT: Densely Annotated Wikipedia Texts across multiple languages. The Character Thinks Ahead: creative writing with deep learning nets and its stylistic assessment. Robust Multi-Image HDR Reconstruction for the M …
Paper Group ANR 105

Paper Group ANR 105

July 29, 2019

Capturing the diversity of biological tuning curves using generative adversarial networks. A Formal Characterization of the Local Search Topology of the Gap Heuristic. Automatic Selection of t-SNE Perplexity. Unsupervised Learning for Color Constancy. Adaptive Estimation in Structured Factor Models with Applications to Overlapping Clustering. The I …