[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 205
October 20, 2019

Paper Group AWR 205

Trained Rank Pruning for Efficient Deep Neural Networks. An Unsupervised Learning Model for Deformable Medical Image Registration. Did the Model Understand the Question?. Identifying Well-formed Natural Language Questions. A Comprehensive Analysis of Deep Regression. Multispectral Pedestrian Detection via Simultaneous Detection and Segmentation. Mu …

Paper Group AWR 206

Paper Group AWR 206

October 20, 2019

Contextualize, Show and Tell: A Neural Visual Storyteller. A Binary Optimization Approach for Constrained K-Means Clustering. Accelerated Inference in Markov Random Fields via Smooth Riemannian Optimization. Instance-level Human Parsing via Part Grouping Network. Efficient Dependency-Guided Named Entity Recognition. Scalable Importance Tempering an …
Paper Group AWR 207

Paper Group AWR 207

October 20, 2019

Self-Imitation Learning. Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples. Cross-Target Stance Classification with Self-Attention Networks. Appendix - Recommended Statistical Significance Tests for NLP Tasks. Abstractive Summarization of Reddit Posts with Multi-level Memory Networks. Semantic Human …
Paper Group AWR 208

Paper Group AWR 208

October 20, 2019

Attentive Neural Network for Named Entity Recognition in Vietnamese. Disentangling Disentanglement in Variational Autoencoders. The Information Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Models. Implicit Argument Prediction with Event Knowledge. Intel nGraph: An Intermediate Representation, Compiler, and Executor fo …
Paper Group AWR 209

Paper Group AWR 209

October 20, 2019

SBNet: Sparse Blocks Network for Fast Inference. Learning Controllable Fair Representations. Nonlinear Acceleration of CNNs. Adversarially Learned One-Class Classifier for Novelty Detection. Polynomial Regression As an Alternative to Neural Nets. Adaptive Scenario Discovery for Crowd Counting. Detecting Gang-Involved Escalation on Social Media Usin …
Paper Group AWR 210

Paper Group AWR 210

October 20, 2019

Deep Generative Models for Distribution-Preserving Lossy Compression. Bayesian Deep Learning on a Quantum Computer. TAP-DLND 1.0 : A Corpus for Document Level Novelty Detection. Deep Convolutional AutoEncoder-based Lossy Image Compression. Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. Conditional Probability Mode …
Paper Group AWR 211

Paper Group AWR 211

October 20, 2019

Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks. Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds. Personalizing Dialogue Agents: I have a dog, do you have pets too?. On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference. Whiteni …
Paper Group AWR 212

Paper Group AWR 212

October 20, 2019

Deep Learning for Classification Tasks on Geospatial Vector Polygons. Generating Distractors for Reading Comprehension Questions from Real Examinations. Neural Likelihoods via Cumulative Distribution Functions. LemmaTag: Jointly Tagging and Lemmatizing for Morphologically-Rich Languages with BRNNs. Likelihood-free inference with emulator networks. …
Paper Group AWR 213

Paper Group AWR 213

October 20, 2019

Dual CNN Models for Unsupervised Monocular Depth Estimation. StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction. MVDepthNet: Real-time Multiview Depth Estimation Neural Network. Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop Scheduling. A Recurrent Neural Network for Sentiment Quant …
Paper Group AWR 214

Paper Group AWR 214

October 20, 2019

Maximum likelihood estimation of a finite mixture of logistic regression models in a continuous data stream. Bringing a Blurry Frame Alive at High Frame-Rate with an Event Camera. KONG: Kernels for ordered-neighborhood graphs. Audio Adversarial Examples: Targeted Attacks on Speech-to-Text. Superpixel Sampling Networks. ELEGANT: Exchanging Latent En …
Paper Group AWR 215

Paper Group AWR 215

October 20, 2019

SentiPers: A Sentiment Analysis Corpus for Persian. Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited Data. MRI Super-Resolution using Multi-Channel Total Variation. A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation. Deep Component Analysis via Alterna …
Paper Group AWR 216

Paper Group AWR 216

October 20, 2019

Pattern Search Multidimensional Scaling. Towards Universal Dialogue State Tracking. A Mixed Hierarchical Attention based Encoder-Decoder Approach for Standard Table Summarization. Fair and Diverse DPP-based Data Summarization. Localized Structured Prediction. Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Q …
Paper Group AWR 217

Paper Group AWR 217

October 20, 2019

Deep Graph Convolutional Encoders for Structured Data to Text Generation. Sorting by Swaps with Noisy Comparisons. Exploiting Local Feature Patterns for Unsupervised Domain Adaptation. Composable Action-Conditioned Predictors: Flexible Off-Policy Learning for Robot Navigation. Addressee and Response Selection for Multilingual Conversation. Ithemal: …
Paper Group AWR 218

Paper Group AWR 218

October 20, 2019

Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches. A new dataset and model for learning to understand navigational instructions. Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions. DeepVoxels: Learning Persistent 3D Feature Embeddings. Chinese Pinyin Aided …
Paper Group AWR 219

Paper Group AWR 219

October 20, 2019

Joint Bootstrapping Machines for High Confidence Relation Extraction. Merging datasets through deep learning. Geometry-Based Data Generation. Point Cloud GAN. Improving Annotation for 3D Pose Dataset of Fine-Grained Object Categories. Improving DNN Robustness to Adversarial Attacks using Jacobian Regularization. RankGAN: A Maximum Margin Ranking GA …
Paper Group AWR 220

Paper Group AWR 220

October 20, 2019

Semi-Recurrent CNN-based VAE-GAN for Sequential Data Generation. BOHB: Robust and Efficient Hyperparameter Optimization at Scale. A New Benchmark and Progress Toward Improved Weakly Supervised Learning. Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search. FRAGE: Frequency-Agnostic Word Repres …
Paper Group AWR 221

Paper Group AWR 221

October 20, 2019

On the Solvability of Viewing Graphs. f-VAEs: Improve VAEs with Conditional Flows. Egocentric Spatial Memory. DuLa-Net: A Dual-Projection Network for Estimating Room Layouts from a Single RGB Panorama. Forging new worlds: high-resolution synthetic galaxies with chained generative adversarial networks. Outlier Aware Network Embedding for Attributed …
Paper Group AWR 222

Paper Group AWR 222

October 20, 2019

Structure from Recurrent Motion: From Rigidity to Recurrency. Extracting Scientific Figures with Distantly Supervised Neural Networks. A pathway-based kernel boosting method for sample classification using genomic data. Billion-scale Network Embedding with Iterative Random Projection. XNLI: Evaluating Cross-lingual Sentence Representations. Jack th …
Paper Group AWR 223

Paper Group AWR 223

October 20, 2019

A linear time method for the detection of point and collective anomalies. Visual Global Localization with a Hybrid WNN-CNN Approach. Simple Models for Word Formation in English Slang. Scalable Spectral Clustering Using Random Binning Features. Scene Text Detection with Supervised Pyramid Context Network. HyperDense-Net: A hyper-densely connected CN …
Paper Group AWR 224

Paper Group AWR 224

October 20, 2019

NLITrans at SemEval-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension. LeFlow: Enabling Flexible FPGA High-Level Synthesis of Tensorflow Deep Neural Networks. TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation. SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized V …
Paper Group AWR 225

Paper Group AWR 225

October 20, 2019

Clustering with Deep Learning: Taxonomy and New Methods. Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification. DSBI: Double-Sided Braille Image Dataset and Algorithm Evaluation for Braille Dots Detection. Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews. SQL-Rank: A Listw …
Paper Group AWR 226

Paper Group AWR 226

October 20, 2019

Knowledge Distillation by On-the-Fly Native Ensemble. Computer vision-based framework for extracting geological lineaments from optical remote sensing data. Noise Contrastive Priors for Functional Uncertainty. Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images. Learning Multilingual Word Embed …
Paper Group AWR 227

Paper Group AWR 227

October 20, 2019

Kymatio: Scattering Transforms in Python. An Integral Pose Regression System for the ECCV2018 PoseTrack Challenge. Neural Baby Talk. PCL: Proposal Cluster Learning for Weakly Supervised Object Detection. Clustering via Boundary Erosion. N-ary Relation Extraction using Graph State LSTM. Datasheets for Datasets. Deep neural decoders for near term fau …
Paper Group AWR 228

Paper Group AWR 228

October 20, 2019

Distributed Prioritized Experience Replay. Parallel Architecture and Hyperparameter Search via Successive Halving and Classification. Certified Robustness to Adversarial Examples with Differential Privacy. DATA Agent. Learning Symmetric and Low-energy Locomotion. Full deep neural network training on a pruned weight budget. Implementing Neural Turin …
Paper Group AWR 229

Paper Group AWR 229

October 20, 2019

Numerical Coordinate Regression with Convolutional Neural Networks. Constructing Unrestricted Adversarial Examples with Generative Models. PointPillars: Fast Encoders for Object Detection from Point Clouds. Learning to Design RNA. Semantic Adversarial Examples. Classification is a Strong Baseline for Deep Metric Learning. Isospectralization, or how …
Paper Group AWR 230

Paper Group AWR 230

October 20, 2019

Automated Curriculum Learning by Rewarding Temporally Rare Events. pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference. Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning. Cross-Domain 3D Equivariant Image Embeddings. Decentralized Computation Offloading for Multi-User Mobile Edge Computing: A D …
Paper Group AWR 231

Paper Group AWR 231

October 20, 2019

A Distributed Epigenetic Shape Formation and Regeneration Algorithm for a Swarm of Robots. Investigating Limit Order Book Characteristics for Short Term Price Prediction: a Machine Learning Approach. A Differentially Private Wilcoxon Signed-Rank Test. Semantic Aware Attention Based Deep Object Co-segmentation. GSPN: Generative Shape Proposal Networ …
Paper Group AWR 232

Paper Group AWR 232

October 20, 2019

Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance. Image classification and retrieval with random depthwise signed convolutional neural networks. TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes. DORA The Explorer: Directed Outreaching Reinforcemen …