[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 233
October 20, 2019

Paper Group AWR 233

Skip-gram word embeddings in hyperbolic space. PCN: Point Completion Network. On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing. Discriminability objective for training descriptive captions. Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples. Consensus-Driven Propagat …

Paper Group AWR 234

Paper Group AWR 234

October 20, 2019

Auto-Encoding Variational Neural Machine Translation. Unsupervised Discovery of Object Landmarks as Structural Representations. Efficient Formal Safety Analysis of Neural Networks. Extended Isolation Forest. Self-supervised learning of a facial attribute embedding from video. Improved Fusion of Visual and Language Representations by Dense Symmetric …
Paper Group AWR 235

Paper Group AWR 235

October 20, 2019

Learning the Reward Function for a Misspecified Model. Fix your classifier: the marginal value of training the last weight layer. Neural Best-Buddies: Sparse Cross-Domain Correspondence. Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations. Factorised spatial representation learning: application in semi-supervised …
Paper Group AWR 236

Paper Group AWR 236

October 20, 2019

Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked Potentials. Detecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholding. Deep Anomaly Detection with Outlier Exposure. Polarity Loss for Zero-shot Object Detection. Learning Approximate Inference Networks for Structured Predicti …
Paper Group AWR 237

Paper Group AWR 237

October 20, 2019

Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation. Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration. Bayesian Modeling of Intersectional Fairness: The Variance of Bias. Recurrent Auto-Encoder Model for Large-Scale Industrial Sensor Signal Analys …
Paper Group AWR 238

Paper Group AWR 238

October 20, 2019

Neural Architecture Search with Bayesian Optimisation and Optimal Transport. Joint Anchor-Feature Refinement for Real-Time Accurate Object Detection in Images and Videos. Machine learning for predicting thermal power consumption of the Mars Express Spacecraft. Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commo …
Paper Group AWR 239

Paper Group AWR 239

October 20, 2019

Super-resolution of Sentinel-2 images: Learning a globally applicable deep neural network. Photo-Realistic Blocksworld Dataset. Where are the Blobs: Counting by Localization with Point Supervision. Improving Object Counting with Heatmap Regulation. Perceptual deep depth super-resolution. DeepTraffic: Crowdsourced Hyperparameter Tuning of Deep Reinf …
Paper Group AWR 240

Paper Group AWR 240

October 20, 2019

On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length. Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing. Unsupervised learning from videos using temporal coherency deep networks. This Time with Feeling: Learning Expressive Musical Performance. The Pros and Cons: Rank-aware Temporal Attentio …
Paper Group AWR 241

Paper Group AWR 241

October 20, 2019

A bag-to-class divergence approach to multiple-instance learning. Enriched Long-term Recurrent Convolutional Network for Facial Micro-Expression Recognition. TAPAS: Tricks to Accelerate (encrypted) Prediction As a Service. Hierarchical Neural Story Generation. Deep Learning-Based Channel Estimation. Efficient Lifelong Learning with A-GEM. Disentang …
Paper Group AWR 242

Paper Group AWR 242

October 20, 2019

Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam. DeepV2D: Video to Depth with Differentiable Structure from Motion. Neural Network Renormalization Group. Adversarial Personalized Ranking for Recommendation. Towards Binary-Valued Gates for Robust LSTM Training. FEVER: a large-scale dataset for Fact Extraction and VERification …
Paper Group AWR 243

Paper Group AWR 243

October 20, 2019

Efficient Attention: Attention with Linear Complexities. Estimating Depth from RGB and Sparse Sensing. Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks. Unsupervised Grammar Induction with Depth-bounded PCFG. Insights on representational similarity in neural networks with canonical correlation. Merg …
Paper Group AWR 244

Paper Group AWR 244

October 20, 2019

Towards Machine Learning-Based Optimal HAS. Deep Semantic Segmentation in an AUV for Online Posidonia Oceanica Meadows identification. NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System. Higher-order Coreference Resolution with Coarse-to-fine Inference. Generating Adaptive and Robust Filter Sets Using …
Paper Group AWR 245

Paper Group AWR 245

October 20, 2019

N-BaIoT: Network-based Detection of IoT Botnet Attacks Using Deep Autoencoders. Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations. Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding. Text Data Augmentation Made Simple By Leveraging NLP Cloud APIs. Lenia - Biology of Artificial Life. The Fast and …
Paper Group AWR 246

Paper Group AWR 246

October 20, 2019

Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features. Car Monitoring System in Apartment Garages by Small Autonomous Car using Deep Learning. Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition. tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow. Towards Automated Deep …
Paper Group AWR 247

Paper Group AWR 247

October 20, 2019

Joint Monocular 3D Vehicle Detection and Tracking. StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks. Jensen: An Easily-Extensible C++ Toolkit for Production-Level Machine Learning and Convex Optimization. Facial Landmark Detection for Manga Images. Rotation Equivariance and Invariance in Convolutional …
Paper Group AWR 248

Paper Group AWR 248

October 20, 2019

Multiobjective Optimization Training of PLDA for Speaker Verification. Deep Compressive Autoencoder for Action Potential Compression in Large-Scale Neural Recording. PlayeRank: data-driven performance evaluation and player ranking in soccer via a machine learning approach. Compact Factorization of Matrices Using Generalized Round-Rank. ECG Segmenta …
Paper Group AWR 249

Paper Group AWR 249

October 20, 2019

jLDADMM: A Java package for the LDA and DMM topic models. Stochastic Gradient MCMC with Repulsive Forces. Informed MCMC with Bayesian Neural Networks for Facial Image Analysis. Synthetic Lung Nodule 3D Image Generation Using Autoencoders. Synthesizing Neural Network Controllers with Probabilistic Model based Reinforcement Learning. Dual Asymmetric …
Paper Group AWR 250

Paper Group AWR 250

October 20, 2019

AttriGuard: A Practical Defense Against Attribute Inference Attacks via Adversarial Machine Learning. Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality. Using J-K fold Cross Validation to Reduce Variance When Tuning NLP Models. Multiview Learning of Weighted Majority Vote by Bregman Divergence Min …
Paper Group AWR 251

Paper Group AWR 251

October 20, 2019

Convolutional Analysis Operator Learning: Acceleration and Convergence. Learning Factorized Representations for Open-set Domain Adaptation. Adapted Deep Embeddings: A Synthesis of Methods for $k$-Shot Inductive Transfer Learning. Modeling Sparse Deviations for Compressed Sensing using Generative Models. Analysis of Hand Segmentation in the Wild. De …
Paper Group AWR 252

Paper Group AWR 252

October 20, 2019

Probabilistic PARAFAC2. A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues. Adaptive Deep Learning through Visual Domain Localization. GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation. Pedestrian Detection with Autoregressive Network Phases. Joint Action Unit localisation and intensi …
Paper Group AWR 253

Paper Group AWR 253

October 20, 2019

SAVOIAS: A Diverse, Multi-Category Visual Complexity Dataset. Texygen: A Benchmarking Platform for Text Generation Models. 3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation. Learning to Count Objects in Natural Images for Visual Question Answering. PaMpeR: Proof Method Recommendation System for Isabelle …
Paper Group AWR 254

Paper Group AWR 254

October 20, 2019

Sorting out Lipschitz function approximation. Kernel Treelets. Towards Robust and Privacy-preserving Text Representations. SCC: Automatic Classification of Code Snippets. Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis. Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and …
Paper Group AWR 255

Paper Group AWR 255

October 20, 2019

With Friends Like These, Who Needs Adversaries?. Local Gradients Smoothing: Defense against localized adversarial attacks. Unsupervised Sense-Aware Hypernymy Extraction. Task Agnostic Continual Learning Using Online Variational Bayes. Knowledge Distillation with Adversarial Samples Supporting Decision Boundary. Autoconj: Recognizing and Exploiting …
Paper Group AWR 256

Paper Group AWR 256

October 20, 2019

Decouple Learning for Parameterized Image Operators. Simultaneous Fidelity and Regularization Learning for Image Restoration. TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents. Modeling natural language emergence with integral transform theory and reinforcement learning. Building Efficient ConvNets using Redundant Feature Pruni …
Paper Group AWR 257

Paper Group AWR 257

October 20, 2019

Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise. Left-Center-Right Separated Neural Network for Aspect-based Sentiment Analysis with Rotatory Attention. Scoring Lexical Entailment with a Supervised Directional Similarity Network. Modality Distillation with Multiple Stream Networks for Action Recognition. D …
Paper Group AWR 258

Paper Group AWR 258

October 20, 2019

Rice Classification Using Spatio-Spectral Deep Convolutional Neural Network. Fully Supervised Speaker Diarization. Deep Object Co-Segmentation. DRACO: Byzantine-resilient Distributed Training via Redundant Gradients. 3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data. QA4IE: A Question Answering based Framework for Inf …
Paper Group AWR 259

Paper Group AWR 259

October 20, 2019

Tunability: Importance of Hyperparameters of Machine Learning Algorithms. Sparse Pursuit and Dictionary Learning for Blind Source Separation in Polyphonic Music Recordings. The Devil of Face Recognition is in the Noise. Quantifying the dynamics of topical fluctuations in language. Learning to Embed Sentences Using Attentive Recursive Trees. A Surve …
Paper Group AWR 260

Paper Group AWR 260

October 20, 2019

Read + Verify: Machine Reading Comprehension with Unanswerable Questions. Unsupervised Learning of Shape and Pose with Differentiable Point Clouds. Experiential Robot Learning with Accelerated Neuroevolution. A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model. Fisher Efficient Inference of Intractable Models. The Na …