[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 144
July 29, 2019

Paper Group AWR 144

The “something something” video database for learning and evaluating visual common sense. IQA: Visual Question Answering in Interactive Environments. Estimating the Success of Unsupervised Image to Image Translation. Near-optimal sample complexity for convex tensor completion. Machine Learning of Linear Differential Equations using Gaussian Process …

Paper Group AWR 145

Paper Group AWR 145

July 29, 2019

Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs. Deep Joint Entity Disambiguation with Local Neural Attention. Knowledge Transfer for Melanoma Screening with Deep Learning. Greedy Search for Descriptive Spatial Face Features. Towards Syntactic Iberian Polarity Classification. Fast Generation for Con …
Paper Group AWR 146

Paper Group AWR 146

July 29, 2019

Recurrent Neural Network-Based Sentence Encoder with Gated Attention for Natural Language Inference. Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly. Learning Functional Causal Models with Generative Neural Networks. Argument Mining with Structured SVMs and RNNs. Reporting Score Distributions Makes a Difference: Pe …
Paper Group AWR 147

Paper Group AWR 147

July 29, 2019

Learning to Generate Reviews and Discovering Sentiment. Resting state fMRI functional connectivity-based classification using a convolutional neural network architecture. Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation. Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundar …
Paper Group AWR 148

Paper Group AWR 148

July 29, 2019

Neural Discrete Representation Learning. Geometric Insights into Support Vector Machine Behavior using the KKT Conditions. Robust Estimation of Similarity Transformation for Visual Object Tracking. Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras. Multi-view Low-rank Sparse Subspace Cluste …
Paper Group AWR 149

Paper Group AWR 149

July 29, 2019

Correlating Satellite Cloud Cover with Sky Cameras. Wisture: RNN-based Learning of Wireless Signals for Gesture Recognition in Unmodified Smartphones. Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization. Optimizing the Latent Space of Generative Networks. VITON: An Image-based Virtual Try-on Network. A Generative Model for Vo …
Paper Group AWR 150

Paper Group AWR 150

July 29, 2019

Predicting the Driver’s Focus of Attention: the DR(eye)VE Project. A Crowd-Annotated Spanish Corpus for Humor Analysis. Discriminative models for multi-instance problems with tree-structure. Person Transfer GAN to Bridge Domain Gap for Person Re-Identification. Convolutional Image Captioning. FoldingNet: Point Cloud Auto-encoder via Deep Grid Defor …
Paper Group AWR 151

Paper Group AWR 151

July 29, 2019

A Semantics-Based Measure of Emoji Similarity. Deep & Cross Network for Ad Click Predictions. Convolutional Recurrent Neural Networks for Electrocardiogram Classification. Analyzing the Robustness of Nearest Neighbors to Adversarial Examples. Multiple-Human Parsing in the Wild. AirSim: High-Fidelity Visual and Physical Simulation for Autonomous Veh …
Paper Group AWR 152

Paper Group AWR 152

July 29, 2019

Robust Adversarial Reinforcement Learning. Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery. Breast density classification with deep convolutional neural networks. Zero-Shot Relation Extraction via Reading Comprehension. DyNet: The Dynamic Neural Network Toolkit. An Optimization Approach to Learning Fall …
Paper Group AWR 153

Paper Group AWR 153

July 29, 2019

Augmentor: An Image Augmentation Library for Machine Learning. Weakly Supervised Action Localization by Sparse Temporal Pooling Network. Encoding Video and Label Priors for Multi-label Video Classification on YouTube-8M dataset. Unsupervised Body Part Regression via Spatially Self-ordering Convolutional Neural Networks. Analyzing First-Person Stori …
Paper Group AWR 154

Paper Group AWR 154

July 29, 2019

Understanding Convolution for Semantic Segmentation. A systematic study of the class imbalance problem in convolutional neural networks. The Consciousness Prior. Cost-Effective Active Learning for Melanoma Segmentation. Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR. Dense 3D Regression for Hand Pose Est …
Paper Group AWR 155

Paper Group AWR 155

July 29, 2019

Understanding Black-box Predictions via Influence Functions. RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource Data. OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning. Progressive Neural Architecture Search. Curiosity-driven Exploration by Self-supervised Prediction. Learning Tran …
Paper Group AWR 156

Paper Group AWR 156

July 29, 2019

Familia: An Open-Source Toolkit for Industrial Topic Modeling. NegBio: a high-performance tool for negation and uncertainty detection in radiology reports. Crowdsourcing for Beyond Polarity Sentiment Analysis A Pure Emotion Lexicon. Scattertext: a Browser-Based Tool for Visualizing how Corpora Differ. Language Identification Using Deep Convolutiona …
Paper Group AWR 157

Paper Group AWR 157

July 29, 2019

Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference. Deeply-Learned Part-Aligned Representations for Person Re-Identification. Pedestrian Alignment Network for Large-scale Person Re-identification. DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks. SurfaceNet: An End-to-end 3D Neural Netwo …
Paper Group AWR 158

Paper Group AWR 158

July 29, 2019

Large Kernel Matters – Improve Semantic Segmentation by Global Convolutional Network. AMIDST: a Java Toolbox for Scalable Probabilistic Machine Learning. Rethinking Atrous Convolution for Semantic Image Segmentation. Feedback-prop: Convolutional Neural Network Inference under Partial Evidence. Parsing with Traces: An $O(n^4)$ Algorithm and a Struc …
Paper Group AWR 159

Paper Group AWR 159

July 29, 2019

Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction. Grounding Language for Transfer in Deep Reinforcement Learning. Local Convergence of Proximal Splitting Methods for Rank Constrained Problems. PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection. The (Un)reliability of saliency methods. Selecting …
Paper Group AWR 160

Paper Group AWR 160

July 29, 2019

High-Order Attention Models for Visual Question Answering. Imagination-Augmented Agents for Deep Reinforcement Learning. BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages. Interpretable Explanations of Black Boxes by Meaningful Perturbation. Structure propagation for zero-shot learning. A Neural Language Model for Dynamically …
Paper Group AWR 161

Paper Group AWR 161

July 29, 2019

Forward and Reverse Gradient-Based Hyperparameter Optimization. Hierarchical RNN with Static Sentence-Level Attention for Text-Based Speaker Change Detection. Good Semi-supervised Learning that Requires a Bad GAN. “Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News Detection. Unsupervised Domain Adaptation for 3D Keypoint Estimation v …
Paper Group AWR 162

Paper Group AWR 162

July 29, 2019

Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples. Cross-View Image Matching for Geo-localization in Urban Environments. Particle Clustering Machine: A Dynamical System Based Approach. On the State of the Art of Evaluation in Neural Language Models. Accurate Pulmonary Nodule Detection in Computed Tomography Im …
Paper Group AWR 163

Paper Group AWR 163

July 29, 2019

PageNet: Page Boundary Extraction in Historical Handwritten Documents. STAIR Captions: Constructing a Large-Scale Japanese Image Caption Dataset. 3D Shape Reconstruction from Sketches via Multi-view Convolutional Networks. Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness. DualGAN: Unsupervised Dual Learning for Image- …
Paper Group AWR 164

Paper Group AWR 164

July 29, 2019

Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples. Enhanced Neural Machine Translation by Learning from Draft. Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting. A Generative Model of People in Clothing. LR-GAN: Layered Recursive Generative Adversarial Networks for Image Genera …
Paper Group AWR 165

Paper Group AWR 165

July 29, 2019

Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm. Predicting readmission risk from doctors’ notes. GaKCo: a Fast GApped k-mer string Kernel using COunting. CARLA: An Open Urban Driving Simulator. Enhancing Person Re-identification in a Self-trained Subspace. Deep-Person: Learning Discriminative Deep Features fo …
Paper Group AWR 166

Paper Group AWR 166

July 29, 2019

Real-Time Action Detection in Video Surveillance using Sub-Action Descriptor with Multi-CNN. Two-Stream Convolutional Networks for Dynamic Texture Synthesis. Learning Texture Manifolds with the Periodic Spatial GAN. ShiftCNN: Generalized Low-Precision Architecture for Inference of Convolutional Neural Networks. Robust Video-Based Eye Tracking Using …
Paper Group AWR 167

Paper Group AWR 167

July 29, 2019

FeUdal Networks for Hierarchical Reinforcement Learning. Predicting SMT Solver Performance for Software Verification. Paying Attention to Multi-Word Expressions in Neural Machine Translation. Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss. Learning Dilation Factors for Semantic Segme …
Paper Group AWR 168

Paper Group AWR 168

July 29, 2019

Improved Variational Autoencoders for Text Modeling using Dilated Convolutions. Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels. Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning. cvpaper.challenge in 2016: Futuristic Computer …
Paper Group AWR 169

Paper Group AWR 169

July 29, 2019

Neural Models for Sequence Chunking. WESPE: Weakly Supervised Photo Enhancer for Digital Cameras. StreetStyle: Exploring world-wide clothing styles from millions of photos. Geometric Dimensionality Reduction for Subsequent Classification. jsCoq: Towards Hybrid Theorem Proving Interfaces. Deep Shape Matching. A Unified Approach of Multi-scale Deep a …
Paper Group AWR 170

Paper Group AWR 170

July 29, 2019

Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones. LSTM Fully Convolutional Networks for Time Series Classification. Morphable Face Models - An Open Framework. High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks. Listen, Interact and Talk: Learning to Speak via Interaction. Robust importance-weigh …
Paper Group AWR 171

Paper Group AWR 171

July 29, 2019

Modulating early visual processing by language. Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World. Attend to You: Personalized Image Captioning with Context Sequence Memory Networks. Klout Topics for Modeling Interests and Expertise of Users Across Social Networks. Beyond Sparsity: Tree Regularization of Deep Mode …