[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 1
October 21, 2019

Paper Group AWR 1

Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series. One-shot Learning for Question-Answering in Gaokao History Challenge. Adversarial Clustering: A Grid Based Clustering Algorithm Against Active Adversaries. Real Time Bangladeshi Sign Language Detection using Faster R-CNN. One-Shot Learning of Multi-Step Tasks from …

Paper Group AWR 10

Paper Group AWR 10

October 21, 2019

BCWS: Bilingual Contextual Word Similarity. Logit Pairing Methods Can Fool Gradient-Based Attacks. Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction. A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices. A Minimax Surrogate Loss Approach to Conditional Difference Estimation. Harmonio …
Paper Group AWR 100

Paper Group AWR 100

October 21, 2019

Representation Tradeoffs for Hyperbolic Embeddings. GANs beyond divergence minimization. Differentiable Particle Filters: End-to-End Learning with Algorithmic Priors. Geometry-Contrastive GAN for Facial Expression Transfer. InstaNAS: Instance-aware Neural Architecture Search. Adversarial Uncertainty Quantification in Physics-Informed Neural Network …
Paper Group AWR 101

Paper Group AWR 101

October 21, 2019

Fast yet Simple Natural-Gradient Descent for Variational Inference in Complex Models. How to train your MAML. A Corpus for Reasoning About Natural Language Grounded in Photographs. Collective Entity Disambiguation with Structured Gradient Tree Boosting. Sampling Theory for Graph Signals on Product Graphs. Exploring the Semantic Content of Unsupervi …
Paper Group AWR 102

Paper Group AWR 102

October 21, 2019

Multimodal Generative Models for Scalable Weakly-Supervised Learning. Topology classification with deep learning to improve real-time event selection at the LHC. Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder. emrQA: A Large Corpus for Question Answering on Electronic Medical Records. Differentiable Fine-gra …
Paper Group AWR 103

Paper Group AWR 103

October 21, 2019

Efficient Neural Architecture Search via Parameter Sharing. Divergence Triangle for Joint Training of Generator Model, Energy-based Model, and Inference Model. NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks. nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation. Interactive Semantic Parsing for If-Then R …
Paper Group AWR 104

Paper Group AWR 104

October 21, 2019

Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning. Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach. Gradient target propagation. Deep End-to-end Fingerprint Denoising and Inpainting. Occupancy Networks: Learning 3D Reconstruction in Function Space. EANet: Enhancing …
Paper Group AWR 105

Paper Group AWR 105

October 21, 2019

Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction. Parallel Clustering of Single Cell Transcriptomic Data with Split-Merge Sampling on Dirichlet Process Mixtures. Actionable Recourse in Linear Classification. GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints. Surrogate-assisted para …
Paper Group AWR 106

Paper Group AWR 106

October 21, 2019

Towards Large Scale Training Of Autoencoders For Collaborative Filtering. Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. Predicting drug response of tumors from integrated genomic profiles by deep neural networks. Large Scale GAN Training for High Fidelity Natural Image Synthesis. Model-Ensemble Trust-Region Policy O …
Paper Group AWR 107

Paper Group AWR 107

October 21, 2019

CVABS: Moving Object Segmentation with Common Vector Approach for Videos. Unsupervised Learning of GMM with a Uniform Background Component. NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video Classification. Triad-based Neural Network for Coreference Resolution. Music Transformer. FastNet. Inferring network …
Paper Group AWR 108

Paper Group AWR 108

October 21, 2019

Clinical Assistant Diagnosis for Electronic Medical Record Based on Convolutional Neural Network. Psychophysical evaluation of individual low-level feature influences on visual attention. Acquisition of Phrase Correspondences using Natural Deduction Proofs. Constrained-CNN losses for weakly supervised segmentation. Quantifying model form uncertaint …
Paper Group AWR 109

Paper Group AWR 109

October 21, 2019

Semi-Analytic Resampling in Lasso. Referring Relationships. Text normalization using memory augmented neural networks. ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation. A Recurrent Graph Neural Network for Multi-Relational Data. Modular meta-learning. Recent Advances in Object Detection in the Age of Deep Convolut …
Paper Group AWR 11

Paper Group AWR 11

October 21, 2019

Deep Autoencoding Models for Unsupervised Anomaly Segmentation in Brain MR Images. Radio Galaxy Morphology Generation Using DNN Autoencoder and Gaussian Mixture Models. On Tree-Based Neural Sentence Modeling. From 2D to 3D Geodesic-based Garment Matching. Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning. Addressing the Fundamenta …
Paper Group AWR 110

Paper Group AWR 110

October 21, 2019

An Interpretable Reasoning Network for Multi-Relation Question Answering. Learning 3D Shapes as Multi-Layered Height-maps using 2D Convolutional Networks. A Temporally-Aware Interpolation Network for Video Frame Inpainting. Solving the Empirical Bayes Normal Means Problem with Correlated Noise. Evaluating Generative Adversarial Networks on Explicit …
Paper Group AWR 111

Paper Group AWR 111

October 21, 2019

Temporal Human Action Segmentation via Dynamic Clustering. Beyond the Selected Completely At Random Assumption for Learning from Positive and Unlabeled Data. Crawling in Rogue’s dungeons with (partitioned) A3C. An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling. PoPPy: A Point Process Toolbox Based on PyTo …
Paper Group AWR 112

Paper Group AWR 112

October 21, 2019

Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object Detection. Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly. Policy Optimization via Importance Sampling. Generic Model-Agnostic Convolutional Neural Network for Single Image Dehazing. ShakeDrop Regularization for Deep Resi …
Paper Group AWR 113

Paper Group AWR 113

October 21, 2019

Learning to Color from Language. RankME: Reliable Human Ratings for Natural Language Generation. Adversarially Regularized Graph Autoencoder for Graph Embedding. Probabilistic Recurrent State-Space Models. DARTS: Differentiable Architecture Search. Learning to Describe Differences Between Pairs of Similar Images. Federated Optimization in Heterogen …
Paper Group AWR 114

Paper Group AWR 114

October 21, 2019

Neural Wavetable: a playable wavetable synthesizer using neural networks. Complementary-Label Learning for Arbitrary Losses and Models. Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark. Dimensionality’s Blessing: Clustering Images by Underlying Distribution. Learning Semantic Sentence Embeddings using Sequential Pa …
Paper Group AWR 115

Paper Group AWR 115

October 21, 2019

The division of labor in communication: Speakers help listeners account for asymmetries in visual perspective. Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods. VoxCeleb2: Deep Speaker Recognition. MINE: Mutual Information Neural Estimation. Clustering-Oriented Representation Learning with Attractive-Repulsive Loss. Tree Spec …
Paper Group AWR 116

Paper Group AWR 116

October 21, 2019

A Closer Look at Structured Pruning for Neural Network Compression. Relaxed Quantization for Discretized Neural Networks. Latent Space Autoregression for Novelty Detection. Subword Encoding in Lattice LSTM for Chinese Word Segmentation. A Large-scale Attribute Dataset for Zero-shot Learning. Aesthetic Discrimination of Graph Layouts. CSRNet: Dilate …
Paper Group AWR 117

Paper Group AWR 117

October 21, 2019

Episodic Curiosity through Reachability. Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators. Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks. Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models. Predefined Sparseness in Recurrent Sequence Models. Iterative ann …
Paper Group AWR 118

Paper Group AWR 118

October 21, 2019

Universal Dependency Parsing with a General Transition-Based DAG Parser. Modeling Composite Labels for Neural Morphological Tagging. Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme. Hashing with Mutual Information. GAN Q-learning. 3DSRnet: Video Super-resolution using 3D Convolutional Neural Networks. Cross-lingual Argumentati …
Paper Group AWR 119

Paper Group AWR 119

October 21, 2019

Structured Interpretation of Temporal Relations. Scene Text Detection and Recognition: The Deep Learning Era. On the Dimensionality of Word Embedding. CFENet: An Accurate and Efficient Single-Shot Object Detector for Autonomous Driving. Simulation-based Adversarial Test Generation for Autonomous Vehicles with Machine Learning Components. Lovasz Con …
Paper Group AWR 12

Paper Group AWR 12

October 21, 2019

High Quality Prediction of Protein Q8 Secondary Structure by Diverse Neural Network Architectures. The Text-Based Adventure AI Competition. Learning to Shoot in First Person Shooter Games by Stabilizing Actions and Clustering Rewards for Reinforcement Learning. Memorable Maps: A Framework for Re-defining Places in Visual Place Recognition. MVSNet: …
Paper Group AWR 120

Paper Group AWR 120

October 21, 2019

Measuring LDA Topic Stability from Clusters of Replicated Runs. Multilingual Extractive Reading Comprehension by Runtime Machine Translation. Reasoning about Actions and State Changes by Injecting Commonsense Knowledge. What Makes Reading Comprehension Questions Easier?. GuideR: a guided separate-and-conquer rule learning in classification, regress …
Paper Group AWR 121

Paper Group AWR 121

October 21, 2019

Visual Graphs from Motion (VGfM): Scene understanding with object geometry reasoning. Deep Sequence Learning with Auxiliary Information for Traffic Prediction. Integrating kinematics and environment context into deep inverse reinforcement learning for predicting off-road vehicle trajectories. Neural Non-Stationary Spectral Kernel. A snapshot on non …
Paper Group AWR 122

Paper Group AWR 122

October 21, 2019

Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors. Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware. Applying Deep Learning To Airbnb Search. Fine-grained Activity Recognition in Baseball Videos. Commonsense for Generative Multi-Hop Question Answering Tasks. Visual Reasoning by Progressive Module Networks. In …
Paper Group AWR 123

Paper Group AWR 123

October 21, 2019

Deep Super Learner: A Deep Ensemble for Classification Problems. Large Margin Deep Networks for Classification. h-detach: Modifying the LSTM Gradient Towards Better Optimization. Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEs. Specification-Guided Safety Verification for Feedforward Neural Ne …