[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 32
April 3, 2020

Paper Group AWR 32

Multi-Time-Scale Convolution for Emotion Recognition from Speech Audio Signals. GANILLA: Generative Adversarial Networks for Image to Illustration Translation. MNN: A Universal and Efficient Inference Engine. Collaborative Distillation for Ultra-Resolution Universal Style Transfer. An Explicit Local and Global Representation Disentanglement Framewo …

Paper Group AWR 33

Paper Group AWR 33

April 3, 2020

Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation. Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer. Subclass Distillation. Exploring and Improving Robustness of Multi Task Deep Neural Networks via Domain Agnostic Defenses. Relaxing Relationship Querie …
Paper Group AWR 34

Paper Group AWR 34

April 3, 2020

Fast is better than free: Revisiting adversarial training. Blurry Video Frame Interpolation. CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature Description. Boosting Adversarial Training with Hypersphere Embedding. Collaborative Motion Prediction via Neural Motion Message Passing …
Paper Group AWR 35

Paper Group AWR 35

April 3, 2020

Adversarial Perturbations Fool Deepfake Detectors. Wise Sliding Window Segmentation: A classification-aided approach for trajectory segmentation. What Deep CNNs Benefit from Global Covariance Pooling: An Optimization Perspective. Cloud-Net+: A Cloud Segmentation CNN for Landsat 8 Remote Sensing Imagery Optimized with Filtered Jaccard Loss Function. …
Paper Group AWR 36

Paper Group AWR 36

April 3, 2020

Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-training. Iterate Averaging Helps: An Alternative Perspective in Deep Learning. Bio-Inspired Modality Fusion for Active Speaker Detection. Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications. SimLoss: Class Similarities in Cross Entropy …
Paper Group AWR 37

Paper Group AWR 37

April 3, 2020

A Neuro-AI Interface for Evaluating Generative Adversarial Networks. batchboost: regularization for stabilizing training with resistance to underfitting & overfitting. Learning Contextualized Document Representations for Healthcare Answer Retrieval. Improving Neural Named Entity Recognition with Gazetteers. TyDi QA: A Benchmark for Information-Seek …
Paper Group AWR 38

Paper Group AWR 38

April 3, 2020

$F$, $B$, Alpha Matting. Retrosynthesis Prediction with Conditional Graph Logic Network. Utilizing a null class to restrict decision spaces and defend against neural network adversarial attacks. UnrealText: Synthesizing Realistic Scene Text Images from the Unreal World. Symmetrical Synthesis for Deep Metric Learning. Sparse principal component regr …
Paper Group AWR 39

Paper Group AWR 39

April 3, 2020

A Dataset of German Legal Documents for Named Entity Recognition. Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation. Listwise Learning to Rank by Exploring Unique Ratings. VerSe: A Vertebrae Labelling and Segmentation Benchmark. Probabilistic Regression for Visual Tracking. Instance Credibili …
Paper Group AWR 4

Paper Group AWR 4

April 3, 2020

Masked Face Recognition Dataset and Application. PrivacyFL: A simulator for privacy-preserving and secure federated learning. Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol. A Machine Learning alternative to placebo-controlled clinical trials upon new diseases: A primer. DSGN: Deep Stereo Geometry Network …
Paper Group AWR 40

Paper Group AWR 40

April 3, 2020

Embedding Propagation: Smoother Manifold for Few-Shot Classification. Discrete-valued Preference Estimation with Graph Side Information. PeelNet: Textured 3D reconstruction of human body using single view RGB image. Outcome Correlation in Graph Neural Network Regression. Explainable Deep Convolutional Candlestick Learner. Knowledge Distillation for …
Paper Group AWR 41

Paper Group AWR 41

April 3, 2020

Progressive Learning and Disentanglement of Hierarchical Representations. Unsupervised Disentanglement of Pose, Appearance and Background from Images and Videos. Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction. Learning Robust Representations via Multi-View Information Bottleneck. An End-to-End Visual-Audio At …
Paper Group AWR 42

Paper Group AWR 42

April 3, 2020

Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning. DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior. Parsing as Pretraining. Segmented Graph-Bert for Graph Instance Modeling. Structured Prediction with Partial Labelling through the Infimum Loss. A Bayesian algo …
Paper Group AWR 43

Paper Group AWR 43

April 3, 2020

Multi-label learning for dynamic model type recommendation. MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding. Exact Information Bottleneck with Invertible Neural Networks: Getting the Best of Discriminative and Generative Modeling. Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions. Ret …
Paper Group AWR 44

Paper Group AWR 44

April 3, 2020

NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis. Pairwise Discriminative Neural PLDA for Speaker Verification. BERT-of-Theseus: Compressing BERT by Progressive Module Replacing. Lipschitz Lifelong Reinforcement Learning. Learning Compositional Neural Information Fusion for Human Parsing. Depth Based Semantic Scene Completion …
Paper Group AWR 45

Paper Group AWR 45

April 3, 2020

Towards Supervised and Unsupervised Neural Machine Translation Baselines for Nigerian Pidgin. Open Knowledge Enrichment for Long-tail Entities. Decision Trees for Decision-Making under the Predict-then-Optimize Framework. Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoods. Adversarial Attacks a …
Paper Group AWR 46

Paper Group AWR 46

April 3, 2020

RCC-Dual-GAN: An Efficient Approach for Outlier Detection with Few Identified Anomalies. Explainable outlier detection through decision tree conditioning. Breaking certified defenses: Semantic adversarial examples with spoofed robustness certificates. Text classification with word embedding regularization and soft similarity measure. Planning and E …
Paper Group AWR 47

Paper Group AWR 47

April 3, 2020

Margin Maximization as Lossless Maximal Compression. Plug-and-Play Algorithms for Large-scale Snapshot Compressive Imaging. Ensembles of Many Diverse Weak Defenses can be Strong: Defending Deep Neural Networks Against Adversarial Attacks. Learning from Positive and Unlabeled Data with Arbitrary Positive Shift. Global Context-Aware Progressive Aggre …
Paper Group AWR 48

Paper Group AWR 48

April 3, 2020

A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation. PatentTransformer-2: Controlling Patent Text Generation by Structural Metadata. Reduced Dilation-Erosion Perceptron for Binary Classification. Learning State Abstractions for Transfer in Continuous Control. Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI C …
Paper Group AWR 49

Paper Group AWR 49

April 3, 2020

Reinforcement Learning Framework for Deep Brain Stimulation Study. Few-shot Natural Language Generation for Task-Oriented Dialog. Bringing Stories Alive: Generating Interactive Fiction Worlds. Graph Constrained Reinforcement Learning for Natural Language Action Spaces. Deterministic Decoding for Discrete Data in Variational Autoencoders. Multi-clas …
Paper Group AWR 5

Paper Group AWR 5

April 3, 2020

Gryffin: An algorithm for Bayesian optimization for categorical variables informed by physical intuition with applications to chemistry. Training Binary Neural Networks with Real-to-Binary Convolutions. ForecastNet: A Time-Variant Deep Feed-Forward Neural Network Architecture for Multi-Step-Ahead Time-Series Forecasting. TACO: Trash Annotations in …
Paper Group AWR 50

Paper Group AWR 50

April 3, 2020

The Reciprocal Bayesian LASSO. Certified Defenses for Adversarial Patches. Training Binary Neural Networks using the Bayesian Learning Rule. AMAGOLD: Amortized Metropolis Adjustment for Efficient Stochastic Gradient MCMC. Tidying Deep Saliency Prediction Architectures. Directional Deep Embedding and Appearance Learning for Fast Video Object Segment …
Paper Group AWR 51

Paper Group AWR 51

April 3, 2020

Semantic-based End-to-End Learning for Typhoon Intensity Prediction. Deep Multi-attributed Graph Translation with Node-Edge Co-evolution. Invariant Rationalization. Non-Adversarial Video Synthesis with Learned Priors. StageNet: Stage-Aware Neural Networks for Health Risk Prediction. Cooling-Shrinking Attack: Blinding the Tracker with Imperceptible …
Paper Group AWR 52

Paper Group AWR 52

April 3, 2020

Attend to the beginning: A study on using bidirectional attention for extractive summarization. Calibration of Pre-trained Transformers. K-Core based Temporal Graph Convolutional Network for Dynamic Graphs. Comment Ranking Diversification in Forum Discussions. Going beyond accuracy: estimating homophily in social networks using predictions. State-o …
Paper Group AWR 53

Paper Group AWR 53

April 3, 2020

Selective Weak Supervision for Neural Information Retrieval. Neural Networks in Evolutionary Dynamic Constrained Optimization: Computational Cost and Benefits. Adaptive Offline Quintuplet Loss for Image-Text Matching. Tree-SNE: Hierarchical Clustering and Visualization Using t-SNE. Exponential Step Sizes for Non-Convex Optimization. Tree++: Truncat …
Paper Group AWR 54

Paper Group AWR 54

April 3, 2020

DivideMix: Learning with Noisy Labels as Semi-supervised Learning. Robust Explanations for Visual Question Answering. Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings. Restricting the Flow: Information Bottlenecks for Attribution. Adversarial-Learned Loss for Domain Adaptation. On the Role of Conceptualization in Commonsense …
Paper Group AWR 55

Paper Group AWR 55

April 3, 2020

RobBERT: a Dutch RoBERTa-based Language Model. Slice Tuner: A Selective Data Collection Framework for Accurate and Fair Machine Learning Models. On the Texture Bias for Few-Shot CNN Segmentation. AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data. TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Netwo …
Paper Group AWR 56

Paper Group AWR 56

April 3, 2020

ARAE: Adversarially Robust Training of Autoencoders Improves Novelty Detection. Entropy Minimization vs. Diversity Maximization for Domain Adaptation. Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format. Social navigation with human empowerment driven reinforcement learning. Tensor-to-Vector Regression f …
Paper Group AWR 57

Paper Group AWR 57

April 3, 2020

Fast Distance-based Anomaly Detection in Images Using an Inception-like Autoencoder. Learning Unbiased Representations via Mutual Information Backpropagation. A Physical Embedding Model for Knowledge Graphs. GridMask Data Augmentation. An Analysis on the Learning Rules of the Skip-Gram Model. Smart Induction for Isabelle/HOL (System Description). A …