[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 508
April 1, 2020

Paper Group ANR 508

Modelling Latent Skills for Multitask Language Generation. Question Type Classification Methods Comparison. Generalizing Face Representation with Unlabeled Data. Interpretable Multi Time-scale Constraints in Model-free Deep Reinforcement Learning for Autonomous Driving. From Statistical Relational to Neuro-Symbolic Artificial Intelligence. A Compac …

Paper Group ANR 509

Paper Group ANR 509

April 1, 2020

Social Science Guided Feature Engineering: A Novel Approach to Signed Link Analysis. Evolutionary Neural Architecture Search for Retinal Vessel Segmentation. The side effect profile of Clozapine in real world data of three large mental hospitals. G-Learner and GIRL: Goal Based Wealth Management with Reinforcement Learning. A Computational Approach …
Paper Group ANR 510

Paper Group ANR 510

April 1, 2020

Rotation, Translation, and Cropping for Zero-Shot Generalization. ALPINE: Active Link Prediction using Network Embedding. A Block-based Generative Model for Attributed Networks Embedding. Cross-modal variational inference for bijective signal-symbol translation. Scalable Multi-Task Imitation Learning with Autonomous Improvement. Metric-Based Imitat …
Paper Group ANR 511

Paper Group ANR 511

April 1, 2020

Combating False Negatives in Adversarial Imitation Learning. Domain-Adversarial and -Conditional State Space Model for Imitation Learning. CO-Optimal Transport. A Probabilistic Framework for Imitating Human Race Driver Behavior. Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping. Experimental Studies in …
Paper Group ANR 512

Paper Group ANR 512

April 1, 2020

Relational State-Space Model for Stochastic Multi-Object Systems. Knowledge Representations in Technical Systems – A Taxonomy. Understanding Crowd Flow Movements Using Active-Langevin Model. Affinity guided Geometric Semi-Supervised Metric Learning. Advances in Collaborative Filtering and Ranking. Recognizing Handwritten Mathematical Expressions a …
Paper Group ANR 513

Paper Group ANR 513

April 1, 2020

Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize Scaling. XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization. Deep Inverse Feature Learning: A Representation Learning of Error. Distributed No-Regret Learning in Multi-Agent Systems. Towards Multi-persp …
Paper Group ANR 514

Paper Group ANR 514

April 1, 2020

A Corpus for Detecting High-Context Medical Conditions in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients. Evolving Loss Functions with Multivariate Taylor Polynomial Parameterizations. Learning Optimal Classification Trees: Strong Max-Flow Formulations. Deep RBF Value Functions for Continuous Control. A Graph-Based Platform …
Paper Group ANR 515

Paper Group ANR 515

April 1, 2020

BiDet: An Efficient Binarized Object Detector. Structure-Property Maps with Kernel Principal Covariates Regression. Eliminating Search Intent Bias in Learning to Rank. Felix: Flexible Text Editing Through Tagging and Insertion. Cryptanalytic Extraction of Neural Network Models. Video Caption Dataset for Describing Human Actions in Japanese. Introdu …
Paper Group ANR 516

Paper Group ANR 516

April 1, 2020

microbatchGAN: Stimulating Diversity with Multi-Adversarial Discrimination. EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions. Noisy Machines: Understanding Noisy Neural Networks and Enhancing Robustness to Analog Hardware Errors Using Distillation. Neural Networks are Convex Regularizers: Exact Polynomial-time C …
Paper Group ANR 517

Paper Group ANR 517

April 1, 2020

Reconstructing the Noise Manifold for Image Denoising. Utilizing Deep Learning to Identify Drug Use on Twitter Data. Learning a distance function with a Siamese network to localize anomalies in videos. TableNet: Deep Learning model for end-to-end Table detection and Tabular data extraction from Scanned Document Images. Towards an Efficient and Gene …
Paper Group ANR 518

Paper Group ANR 518

April 1, 2020

Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees. FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution. The large learning rate phase of deep learning: the catapult mechanism. Semi-Supervised StyleGAN for Disentanglement Learning. Global and Local Feature L …
Paper Group ANR 519

Paper Group ANR 519

April 1, 2020

A Critique on the Interventional Detection of Causal Relationships. Word2Vec: Optimal Hyper-Parameters and Their Impact on NLP Downstream Tasks. Multi-User Remote lab: Timetable Scheduling Using Simplex Nondominated Sorting Genetic Algorithm. NSURL-2019 Task 7: Named Entity Recognition (NER) in Farsi. Robot Calligraphy using Pseudospectral Optimal …
Paper Group ANR 520

Paper Group ANR 520

April 1, 2020

XPersona: Evaluating Multilingual Personalized Chatbot. Efficient Scene Text Detection with Textual Attention Tower. Vision based body gesture meta features for Affective Computing. Few-Shot Few-Shot Learning and the role of Spatial Attention. A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning. STRIPS Action Discovery. Stocha …
Paper Group ANR 521

Paper Group ANR 521

April 1, 2020

Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case. Oracle Efficient Estimation of Structural Breaks in Cointegrating Regressions. Workload Prediction of Business Processes – An Approach Based on Process Mining and Recurrent Neural Networks. Dynamic Inference: A New Approach Toward Efficient Video Action Recognition …
Paper Group ANR 522

Paper Group ANR 522

April 1, 2020

Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning. Multi-Person Pose Estimation with Enhanced Feature Aggregation and Selection. AnimePose: Multi-person 3D pose estimation and animation. Schema-Guided Dialogue State Tracking Task at DSTC8. Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyra …
Paper Group NANR 1

Paper Group NANR 1

April 1, 2020

Recurrent Neural Networks are Universal Filters. Anomalous Pattern Detection in Activations and Reconstruction Error of Autoencoders. Improved Generalization Bound of Permutation Invariant Deep Neural Networks. Domain-Invariant Representations: A Look on Compression and Weights. Zeno++: Robust Fully Asynchronous SGD. Collaborative Generated Hashing …
Paper Group NANR 10

Paper Group NANR 10

April 1, 2020

Self-Attentional Credit Assignment for Transfer in Reinforcement Learning. An Empirical Study of Encoders and Decoders in Graph-Based Dependency Parsing. Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation. Mode Connectivity and Sparse Neural Networks. Analysis of Video Feature Learning in Two-Stream CNNs on the Exa …
Paper Group NANR 100

Paper Group NANR 100

April 1, 2020

Relational State-Space Model for Stochastic Multi-Object Systems. Variance Reduction With Sparse Gradients. The Variational Bandwidth Bottleneck: Stochastic Evaluation on an Information Budget. Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models. Novelty Detection Via Blurring. Federated Learning with Matched Averagi …
Paper Group NANR 101

Paper Group NANR 101

April 1, 2020

Variational Hetero-Encoder Randomized GANs for Joint Image-Text Modeling. Discovering Motor Programs by Recomposing Demonstrations. Representing Unordered Data Using Multiset Automata and Complex Numbers. Evaluating Lossy Compression Rates of Deep Generative Models. Attentive Sequential Neural Processes. Controlling generative models with continuou …
Paper Group NANR 102

Paper Group NANR 102

April 1, 2020

Multitask Soft Option Learning. FACE SUPER-RESOLUTION GUIDED BY 3D FACIAL PRIORS. Analysis and Interpretation of Deep CNN Representations as Perceptual Quality Features. Manifold Modeling in Embedded Space: A Perspective for Interpreting “Deep Image Prior”. Intriguing Properties of Adversarial Training at Scale. Tranquil Clouds: Neural Networks for …
Paper Group NANR 103

Paper Group NANR 103

April 1, 2020

SCELMo: Source Code Embeddings from Language Models. AN ATTENTION-BASED DEEP NET FOR LEARNING TO RANK. Probability Calibration for Knowledge Graph Embedding Models. Random Bias Initialization Improving Binary Neural Network Training. LEVERAGING AUXILIARY TEXT FOR DEEP RECOGNITION OF UNSEEN VISUAL RELATIONSHIPS. Learning Likelihoods with Conditional …
Paper Group NANR 104

Paper Group NANR 104

April 1, 2020

Adversarial AutoAugment. Episodic Reinforcement Learning with Associative Memory. Plug and Play Language Model: A simple baseline for controlled language generation. Abductive Commonsense Reasoning. Once for All: Train One Network and Specialize it for Efficient Deployment. DeFINE: Deep Factorized Input Word Embeddings for Neural Sequence Modeling. …
Paper Group NANR 105

Paper Group NANR 105

April 1, 2020

Provable Benefit of Orthogonal Initialization in Optimizing Deep Linear Networks. vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations. Adversarial Video Generation on Complex Datasets. Information Geometry of Orthogonal Initializations and Training. Towards Hierarchical Importance Attribution: Explaining Compositional Semantics …
Paper Group NANR 106

Paper Group NANR 106

April 1, 2020

Rethinking the Security of Skip Connections in ResNet-like Neural Networks. Fully Polynomial-Time Randomized Approximation Schemes for Global Optimization of High-Dimensional Folded Concave Penalized Generalized Linear Models. Batch-shaping for learning conditional channel gated networks. Instant Quantization of Neural Networks using Monte Carlo Me …
Paper Group NANR 107

Paper Group NANR 107

April 1, 2020

PowerSGD: Powered Stochastic Gradient Descent Methods for Accelerated Non-Convex Optimization. Certified Defenses for Adversarial Patches. Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations. Training Interpretable Convolutional Neural Networks towards Class-specific Filters. All SMILES Var …
Paper Group NANR 108

Paper Group NANR 108

April 1, 2020

Symplectic Recurrent Neural Networks. Model-Augmented Actor-Critic: Backpropagating through Paths. Detecting Change in Seasonal Pattern via Autoencoder and Temporal Regularization. Weakly Supervised Clustering by Exploiting Unique Class Count. LARGE SCALE REPRESENTATION LEARNING FROM TRIPLET COMPARISONS. ICNN: INPUT-CONDITIONED FEATURE REPRESENTATI …
Paper Group NANR 109

Paper Group NANR 109

April 1, 2020

BOOSTING ENCODER-DECODER CNN FOR INVERSE PROBLEMS. On Layer Normalization in the Transformer Architecture. Learning RNNs with Commutative State Transitions. Active Learning Graph Neural Networks via Node Feature Propagation. JAUNE: Justified And Unified Neural language Evaluation. Differential Privacy in Adversarial Learning with Provable Robustnes …
Paper Group NANR 11

Paper Group NANR 11

April 1, 2020

When Robustness Doesn’t Promote Robustness: Synthetic vs. Natural Distribution Shifts on ImageNet. A Unified framework for randomized smoothing based certified defenses. Augmenting Transformers with KNN-Based Composite Memory. Near-Zero-Cost Differentially Private Deep Learning with Teacher Ensembles. TOWARDS STABILIZING BATCH STATISTICS IN BACKWAR …