[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 172
July 29, 2019

Paper Group AWR 172

Billion-scale similarity search with GPUs. Finite Sample Guarantees for PCA in Non-Isotropic and Data-Dependent Noise. Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks. CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training. Orthogonal Recurrent Neural Networks with Scaled Cayley Transform. Gr …

Paper Group AWR 173

Paper Group AWR 173

July 29, 2019

RON: Reverse Connection with Objectness Prior Networks for Object Detection. Recent Trends in Deep Learning Based Natural Language Processing. Causal Effect Inference with Deep Latent-Variable Models. Joint Maximum Purity Forest with Application to Image Super-Resolution. Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outpu …
Paper Group AWR 174

Paper Group AWR 174

July 29, 2019

Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations. Dynamic Neural Program Embedding for Program Repair. Effective Neural Solution for Multi-Criteria Word Segmentation. Geometric Affordances from a Single Example via the Interaction Tensor. Searching for Activation Functions. FigureQA: An Annotated Figure …
Paper Group AWR 175

Paper Group AWR 175

July 29, 2019

Synthesizing Robust Adversarial Examples. Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks. Employing Fusion of Learned and Handcrafted Features for Unconstrained Ear Recognition. Working hard to know your neighbor’s margins: Local descriptor learning loss. Deep MIMO Detection. Light-weight place recognition and loop de …
Paper Group AWR 176

Paper Group AWR 176

July 29, 2019

Abnormal Event Detection in Videos using Spatiotemporal Autoencoder. Multi-timescale memory dynamics in a reinforcement learning network with attention-gated memory. Assumed Density Filtering Q-learning. Why We Need New Evaluation Metrics for NLG. End-to-End Interpretation of the French Street Name Signs Dataset. Connecting Look and Feel: Associati …
Paper Group AWR 177

Paper Group AWR 177

July 29, 2019

CosmoGAN: creating high-fidelity weak lensing convergence maps using Generative Adversarial Networks. Transition-Based Generation from Abstract Meaning Representations. Reinforcement Learning via Recurrent Convolutional Neural Networks. Analogs of Linguistic Structure in Deep Representations. Character-based Joint Segmentation and POS Tagging for C …
Paper Group AWR 178

Paper Group AWR 178

July 29, 2019

A simple but tough-to-beat baseline for the Fake News Challenge stance detection task. Exploiting ConvNet Diversity for Flooding Identification. CyCADA: Cycle-Consistent Adversarial Domain Adaptation. Need for Speed: A Benchmark for Higher Frame Rate Object Tracking. Being Robust (in High Dimensions) Can Be Practical. Auto-painter: Cartoon Image Ge …
Paper Group AWR 179

Paper Group AWR 179

July 29, 2019

Language Bootstrapping: Learning Word Meanings From Perception-Action Association. Reconstructing Video from Interferometric Measurements of Time-Varying Sources. Adversarial Sets for Regularising Neural Link Predictors. SAM: Semantic Attribute Modulation for Language Modeling and Style Variation. OptNet: Differentiable Optimization as a Layer in N …
Paper Group AWR 180

Paper Group AWR 180

July 29, 2019

Like trainer, like bot? Inheritance of bias in algorithmic content moderation. SigNet: Convolutional Siamese Network for Writer Independent Offline Signature Verification. FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis. Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation. Learning to Compose Task-Specif …
Paper Group AWR 181

Paper Group AWR 181

July 29, 2019

Iterative Manifold Embedding Layer Learned by Incomplete Data for Large-scale Image Retrieval. Detection of Anomalies in Large Scale Accounting Data using Deep Autoencoder Networks. Conditional Adversarial Domain Adaptation. Stochastic Variational Video Prediction. Statistical Anomaly Detection via Composite Hypothesis Testing for Markov Models. Wh …
Paper Group AWR 182

Paper Group AWR 182

July 29, 2019

PixelSNAIL: An Improved Autoregressive Generative Model. A Data-Oriented Model of Literary Language. Cascade Adversarial Machine Learning Regularized with a Unified Embedding. AMAT: Medial Axis Transform for Natural Images. LOGAN: Membership Inference Attacks Against Generative Models. SVCCA: Singular Vector Canonical Correlation Analysis for Deep …
Paper Group AWR 183

Paper Group AWR 183

July 29, 2019

Convolutional Networks for Spherical Signals. Image Restoration by Iterative Denoising and Backward Projections. Population Based Training of Neural Networks. Feature selection in high-dimensional dataset using MapReduce. Inferring Generative Model Structure with Static Analysis. Unsupervised Context-Sensitive Spelling Correction of English and Dut …
Paper Group AWR 184

Paper Group AWR 184

July 29, 2019

Towards a Principled Integration of Multi-Camera Re-Identification and Tracking through Optimal Bayes Filters. Associative Domain Adaptation. Automated Hate Speech Detection and the Problem of Offensive Language. Cross-Validation with Confidence. Convolutional Dictionary Learning via Local Processing. Attention-based Extraction of Structured Inform …
Paper Group AWR 185

Paper Group AWR 185

July 29, 2019

A selectional auto-encoder approach for document image binarization. Accelerating Cross-Validation in Multinomial Logistic Regression with $\ell_1$-Regularization. SphereFace: Deep Hypersphere Embedding for Face Recognition. CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting. Text Coherence Analysis …
Paper Group AWR 186

Paper Group AWR 186

July 29, 2019

Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection. CloudScan - A configuration-free invoice analysis system using recurrent neural networks. Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training. Pitfalls and Best Practices in Algorithm Configuration. Experiment Segmentation in Scientific …
Paper Group AWR 187

Paper Group AWR 187

July 29, 2019

Learning Hawkes Processes from Short Doubly-Censored Event Sequences. Dropout Inference in Bayesian Neural Networks with Alpha-divergences. Combining Strategic Learning and Tactical Search in Real-Time Strategy Games. Robust Keyframe-based Dense SLAM with an RGB-D Camera. BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting …
Paper Group AWR 188

Paper Group AWR 188

July 29, 2019

Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks. A Unified Approach to Interpreting Model Predictions. KATE: K-Competitive Autoencoder for Text. Backtracking Regression Forests for Accurate Camera Relocalization. ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Lo …
Paper Group AWR 189

Paper Group AWR 189

July 29, 2019

Computer vision-based food calorie estimation: dataset, method, and experiment. A Statistical Comparison of Some Theories of NP Word Order. Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks. Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning. Extreme 3D Face Reconstr …
Paper Group AWR 190

Paper Group AWR 190

July 29, 2019

Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge. 3D Point Cloud Classification and Segmentation using 3D Modified Fisher Vector Representation for Convolutional Neural Networks. Language Generation with Recurrent Generative Adversarial Networks without Pre-training. Integrating Boundary and Center Correlation Filter …
Paper Group AWR 191

Paper Group AWR 191

July 29, 2019

Zoom Out-and-In Network with Map Attention Decision for Region Proposal and Object Detection. Generalizing Hamiltonian Monte Carlo with Neural Networks. OptionGAN: Learning Joint Reward-Policy Options using Generative Adversarial Inverse Reinforcement Learning. Adversarial Information Factorization. Neural Extractive Summarization with Side Informa …
Paper Group AWR 192

Paper Group AWR 192

July 29, 2019

Robust Registration of Gaussian Mixtures for Colour Transfer. Transfer Learning for Speech Recognition on a Budget. Get To The Point: Summarization with Pointer-Generator Networks. Eye In-Painting with Exemplar Generative Adversarial Networks. Progressive Learning for Systematic Design of Large Neural Networks. Learning to Find Good Correspondences …
Paper Group AWR 193

Paper Group AWR 193

July 29, 2019

Brain Extraction from Normal and Pathological Images: A Joint PCA/Image-Reconstruction Approach. Deep Image Harmonization. Semi-supervised sequence tagging with bidirectional language models. Implicit Weight Uncertainty in Neural Networks. Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition. The Impact of Random Models on C …
Paper Group AWR 194

Paper Group AWR 194

July 29, 2019

Efficient Policy Learning. Bayesian Optimization for Probabilistic Programs. Dendritic error backpropagation in deep cortical microcircuits. Reinforcement Learning with Deep Energy-Based Policies. Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary. A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networ …
Paper Group AWR 195

Paper Group AWR 195

July 29, 2019

Learning to Fuse Music Genres with Generative Adversarial Dual Learning. Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC). GPU-acceleration for Large-scale Tree Boosting. Re3 : Real-Time Recurrent Regression Net …
Paper Group AWR 196

Paper Group AWR 196

July 29, 2019

Stability of Topic Modeling via Matrix Factorization. AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks. RLlib: Abstractions for Distributed Reinforcement Learning. Adversarial Occlusion-aware Face Detection. Geometry-Aware Learning of Maps for Camera Localization. Cross-lingual Word Segmentation and Mo …
Paper Group AWR 197

Paper Group AWR 197

July 29, 2019

What is the Role of Recurrent Neural Networks (RNNs) in an Image Caption Generator?. Solving ill-posed inverse problems using iterative deep neural networks. The Reversible Residual Network: Backpropagation Without Storing Activations. Variational Deep Q Network. WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Mono …
Paper Group AWR 198

Paper Group AWR 198

July 29, 2019

Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting. A Morphology-aware Network for Morphological Disambiguation. An Empirical Analysis of Feature Engineering for Predictive Modeling. Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. CRF Autoencoder …
Paper Group AWR 199

Paper Group AWR 199

July 29, 2019

Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics. Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM. MegDet: A Large Mini-Batch Object Detector. Universal Dependencies to Logical Forms with Negation Scope. Clickbait Detection in Tweets Using Self-attentive Network. Visualizing and Understanding Atari Agent …