[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 60
February 2, 2020

Paper Group AWR 60

On Evaluating Adversarial Robustness. Diffprivlib: The IBM Differential Privacy Library. Fast-SCNN: Fast Semantic Segmentation Network. Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics. Graphonomy: Universal Human Parsing via Graph Transfer Learning. Self-Regulated Int …

Paper Group AWR 61

Paper Group AWR 61

February 2, 2020

Kernels of Mallows Models under the Hamming Distance for solving the Quadratic Assignment Problem. A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation. CUP: Cluster Pruning for Compressing Deep Neural Networks. Tracing Antisemitic Language Through Diachronic Embedding Projections: France 1789-1914. Image Super-R …
Paper Group AWR 62

Paper Group AWR 62

February 2, 2020

Accurate reconstruction of EBSD datasets by a multimodal data approach using an evolutionary algorithm. Locality Preserving Joint Transfer for Domain Adaptation. Online Normalization for Training Neural Networks. Deep Object Co-segmentation via Spatial-Semantic Network Modulation. Resolution-invariant Person Re-Identification. Compression with Flow …
Paper Group AWR 63

Paper Group AWR 63

February 2, 2020

Survival Function Matching for Calibrated Time-to-Event Predictions. Diagnosing Bottlenecks in Deep Q-learning Algorithms. DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis. Differentiable Surface Splatting for Point-based Geometry Processing. BLiMP: A Benchmark of Linguistic Minimal Pairs for English. Generating Di …
Paper Group AWR 64

Paper Group AWR 64

February 2, 2020

Detecting Overfitting of Deep Generative Networks via Latent Recovery. Training Neural Response Selection for Task-Oriented Dialogue Systems. Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain). Scalable Gaussian Process Regression for Kernels with a Non-Stationary Phase. Planted Hitt …
Paper Group AWR 65

Paper Group AWR 65

February 2, 2020

GANSynth: Adversarial Neural Audio Synthesis. Color Recognition for Rubik’s Cube Robot. Accelerating Self-Play Learning in Go. Building a Computer Mahjong Player via Deep Convolutional Neural Networks. Functional Isolation Forest. Multiple Landmark Detection using Multi-Agent Reinforcement Learning. Self-Supervised Unconstrained Illumination Invari …
Paper Group AWR 66

Paper Group AWR 66

February 2, 2020

Grammatical Error Correction in Low-Resource Scenarios. An End-to-End Neighborhood-based Interaction Model for Knowledge-enhanced Recommendation. Click-Through Rate Prediction with the User Memory Network. DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion. Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations. …
Paper Group AWR 67

Paper Group AWR 67

February 2, 2020

Quantum Entropy Scoring for Fast Robust Mean Estimation and Improved Outlier Detection. GraphSAINT: Graph Sampling Based Inductive Learning Method. Improving Model-based Genetic Programming for Symbolic Regression of Small Expressions. A Programmable Approach to Model Compression. Scalable Bayesian dynamic covariance modeling with variational Wisha …
Paper Group AWR 68

Paper Group AWR 68

February 2, 2020

Rigging the Lottery: Making All Tickets Winners. Class Imbalance Techniques for High Energy Physics. The Dynamic Embedded Topic Model. Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis. MirrorGAN: Learning Text-to-image Generation by Redescription. Hierarchical Probabilistic Model for Blind Source Separation via Lege …
Paper Group AWR 69

Paper Group AWR 69

February 2, 2020

Reconstructing faces from voices. Embedded Neural Networks for Robot Autonomy. Weakly-supervised Caricature Face Parsing through Domain Adaptation. Attribute-Driven Spontaneous Motion in Unpaired Image Translation. Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction. MinAtar: An Atari-Inspired Testbed for Thorough and Repro …
Paper Group AWR 7

Paper Group AWR 7

February 2, 2020

Unsupervised Clinical Language Translation. Learning Robust Global Representations by Penalizing Local Predictive Power. Noise-Tolerant Paradigm for Training Face Recognition CNNs. Known-class Aware Self-ensemble for Open Set Domain Adaptation. Radial-Based Undersampling for Imbalanced Data Classification. GORC: A large contextual citation graph of …
Paper Group AWR 70

Paper Group AWR 70

February 2, 2020

Does My Rebuttal Matter? Insights from a Major NLP Conference. Capacity, Bandwidth, and Compositionality in Emergent Language Learning. On the Vulnerability of Capsule Networks to Adversarial Attacks. Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation. The Role of Embedding Complexity in …
Paper Group AWR 71

Paper Group AWR 71

February 2, 2020

On the consistency of supervised learning with missing values. Enhancing Domain Word Embedding via Latent Semantic Imputation. Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization. BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels. Visualizing Deep Similarity Networks. Actor- …
Paper Group AWR 72

Paper Group AWR 72

February 2, 2020

Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings. RandAugment: Practical automated data augmentation with a reduced search space. TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors. Big Transfer (BiT): General Visual Representation Learning. Semantic Segmentation of …
Paper Group AWR 73

Paper Group AWR 73

February 2, 2020

Parameter elimination in particle Gibbs sampling. A Visually Plausible Grasping System for Object Manipulation and Interaction in Virtual Reality Environments. Recurrent Independent Mechanisms. Explicitly disentangling image content from translation and rotation with spatial-VAE. PHom-GeM: Persistent Homology for Generative Models. Hyperbolic Graph …
Paper Group AWR 74

Paper Group AWR 74

February 2, 2020

Using a KG-Copy Network for Non-Goal Oriented Dialogues. Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems. Dilated deeply supervised networks for hippocampus segmentation in MRI. Density Matching for Bilingual Word Embedding. An Attention Mechanism for Musical Instrument Recognition. Tag2Pix: Line Art Coloriz …
Paper Group AWR 8

Paper Group AWR 8

February 2, 2020

Feature-Less End-to-End Nested Term Extraction. A Survey on Deep Learning of Small Sample in Biomedical Image Analysis. Processing Megapixel Images with Deep Attention-Sampling Models. Visualizing Trends of Key Roles in News Articles. “The Michael Jordan of Greatness”: Extracting Vossian Antonomasia from Two Decades of the New York Times, 1987-2007 …
Paper Group AWR 9

Paper Group AWR 9

February 2, 2020

AdvKnn: Adversarial Attacks On K-Nearest Neighbor Classifiers With Approximate Gradients. Structured Variational Inference in Unstable Gaussian Process State Space Models. Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation Learning. Interpreting the Latent Space of GANs for Semantic Face Editing. Pseudo Random Num …
Paper Group AWR 100

Paper Group AWR 100

February 1, 2020

Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics. GPU-Accelerated Atari Emulation for Reinforcement Learning. Keyphrase Generation for Scientific Articles using GANs. Towards Open-Domain Named Entity Recognition via Neural Correction Models. Finding Generalizable Evidence by Learning …
Paper Group AWR 101

Paper Group AWR 101

February 1, 2020

FreeLabel: A Publicly Available Annotation Tool based on Freehand Traces. Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation. Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification. A neural network oracle for quantum nonlocality problems in networks. ROI Pooled Cor …
Paper Group AWR 102

Paper Group AWR 102

February 1, 2020

Classification and Clustering of Arguments with Contextualized Word Embeddings. The Complexity of Morality: Checking Markov Blanket Consistency with DAGs via Morality. Enriching Pre-trained Language Model with Entity Information for Relation Classification. Mastering the Game of Sungka from Random Play. Subword ELMo. A Skeleton-bridged Deep Learnin …
Paper Group AWR 103

Paper Group AWR 103

February 1, 2020

Learning to Traverse Latent Spaces for Musical Score Inpainting. KPConv: Flexible and Deformable Convolution for Point Clouds. FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing. Cross-Domain Transferability of Adversarial Perturbations. Soft Anchor-Point Object Detection. CutMix: Regularization Strategy to Train …
Paper Group AWR 104

Paper Group AWR 104

February 1, 2020

Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer. Attention-aware Multi-stroke Style Transfer. Polyglot Contextual Representations Improve Crosslingual Transfer. Billion-scale semi-supervised learning for image classification. HELP: A Dataset for Identifying Shortcomings of Neural Models in Monotonicity Reasoning. Recommend …
Paper Group AWR 105

Paper Group AWR 105

February 1, 2020

Convolutional neural networks: a magic bullet for gravitational-wave detection?. Coherent Semantic Attention for Image Inpainting. FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge. Adversarial Attacks on Deep Learning Models in Natural Language Processing: A Survey. Interpretable Deep Learning in Drug Discovery. …
Paper Group AWR 106

Paper Group AWR 106

February 1, 2020

Tracking without bells and whistles. Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning. IoU-uniform R-CNN: Breaking Through the Limitations of RPN. MoGA: Searching Beyond MobileNetV3. Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders. BERT has a Mouth, and It Must Speak: BERT as a Mark …
Paper Group AWR 107

Paper Group AWR 107

February 1, 2020

MIMII Dataset: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection. YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection. Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps. Bag of Tricks and A Strong Baseline for Deep Person Re-identification …
Paper Group AWR 108

Paper Group AWR 108

February 1, 2020

Universal Deep Beamformer for Variable Rate Ultrasound Imaging. Clustering by the local intrinsic dimension: the hidden structure of real-world data. ‘Squeeze & Excite’ Guided Few-Shot Segmentation of Volumetric Images. Generating Positive Bounding Boxes for Balanced Training of Object Detectors. Embarrassingly Shallow Autoencoders for Sparse Data. …
Paper Group AWR 109

Paper Group AWR 109

February 1, 2020

A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation. Revisiting Graph Neural Networks: All We Have is Low-Pass Filters. Human activity recognition from skeleton poses. Multivariate Time Series Classification using Dilated Convolutional Neural Network. Semantic Image Synthesis with Spatially-Adaptive Normalization. Causa …