[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 352
April 2, 2020

Paper Group ANR 352

HeatNet: Bridging the Day-Night Domain Gap in Semantic Segmentation with Thermal Images. Injective Domain Knowledge in Neural Networks for Transprecision Computing. Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation. A machine learning environment for evaluating autonomous driving software. Decisions, Counterfa …

Paper Group ANR 353

Paper Group ANR 353

April 2, 2020

Pedestrian Models for Autonomous Driving Part I: low level models, from sensing to tracking. Whose Side are Ethics Codes On? Power, Responsibility and the Social Good. Algorithms for Fair Team Formation in Online Labour Marketplaces. Stochastic Optimization of Plain Convolutional Neural Networks with Simple methods. SiTGRU: Single-Tunnelled Gated R …
Paper Group ANR 354

Paper Group ANR 354

April 2, 2020

Streaming Active Deep Forest for Evolving Data Stream Classification. Towards Robust and Reproducible Active Learning Using Neural Networks. Adaptive Region-Based Active Learning. Active Learning for Sound Event Detection. Efficient active learning of sparse halfspaces with arbitrary bounded noise. Deep Domain-Adversarial Image Generation for Domai …
Paper Group ANR 355

Paper Group ANR 355

April 2, 2020

Informative Gaussian Scale Mixture Priors for Bayesian Neural Networks. Training with Streaming Annotation. Local Contextual Attention with Hierarchical Structure for Dialogue Act Recognition. Consistency of a Recurrent Language Model With Respect to Incomplete Decoding. Aligning the Pretraining and Finetuning Objectives of Language Models. Stabili …
Paper Group ANR 356

Paper Group ANR 356

April 2, 2020

Extending iLQR method with control delay. The Conditional Entropy Bottleneck. Large-Scale Educational Question Analysis with Partial Variational Auto-encoders. Prediction of Discharge Capacity of Labyrinth Weir with Gene Expression Programming. Convergence of Artificial Intelligence and High Performance Computing on NSF-supported Cyberinfrastructur …
Paper Group ANR 357

Paper Group ANR 357

April 2, 2020

Exploring the Efficacy of Transfer Learning in Mining Image-Based Software Artifacts. The Mathematical Structure of Integrated Information Theory. How neural networks find generalizable solutions: Self-tuned annealing in deep learning. Reasoning About Generalization via Conditional Mutual Information. On Approximation Capabilities of ReLU Activatio …
Paper Group ANR 358

Paper Group ANR 358

April 2, 2020

3DCFS: Fast and Robust Joint 3D Semantic-Instance Segmentation via Coupled Feature Selection. Practical and Bilateral Privacy-preserving Federated Learning. UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking. A Graph-Based Approach for Active Learning in Regression. Supervised Discriminative Sparse PCA with Adaptive Neighbors for …
Paper Group ANR 359

Paper Group ANR 359

April 2, 2020

The Neighbours’ Similar Fitness Property for Local Search. FormulaZero: Distributionally Robust Online Adaptation via Offline Population Synthesis. Computing rank-revealing factorizations of matrices stored out-of-core. 3DSSD: Point-based 3D Single Stage Object Detector. Multi-object Monocular SLAM for Dynamic Environments. PSF–NET: A Non-parametr …
Paper Group ANR 360

Paper Group ANR 360

April 2, 2020

How Impersonators Exploit Instagram to Generate Fake Engagement?. Defense-PointNet: Protecting PointNet Against Adversarial Attacks. YOLOff: You Only Learn Offsets for robust 6DoF object pose estimation. A Fixed point view: A Model-Based Clustering Framework. Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art. Exploring a …
Paper Group ANR 361

Paper Group ANR 361

April 2, 2020

Balancedness and Alignment are Unlikely in Linear Neural Networks. A Simple Model for Portable and Fast Prediction of Execution Time and Power Consumption of GPU Kernels. Linearly Constrained Neural Networks. Sample Complexity Result for Multi-category Classifiers of Bounded Variation. Communication-Efficient Massive UAV Online Path Control: Federa …
Paper Group ANR 362

Paper Group ANR 362

April 2, 2020

Nonparametric inference for interventional effects with multiple mediators. An Evolutionary Deep Learning Method for Short-term Wind Speed Prediction: A Case Study of the Lillgrund Offshore Wind Farm. On the performance of deep learning models for time series classification in streaming. Forecasting Sequential Data using Consistent Koopman Autoenco …
Paper Group ANR 363

Paper Group ANR 363

April 2, 2020

Calibrating Deep Neural Networks using Focal Loss. Understanding Image Captioning Models beyond Visualizing Attention. Minimax optimal approaches to the label shift problem. Enhanced Adversarial Strategically-Timed Attacks against Deep Reinforcement Learning. Incremental Learning Algorithm for Sound Event Detection. Compact recurrent neural network …
Paper Group ANR 364

Paper Group ANR 364

April 2, 2020

On the Convex Behavior of Deep Neural Networks in Relation to the Layers’ Width. Genetic Programming for Evolving a Front of Interpretable Models for Data Visualisation. AutoFCL: Automatically Tuning Fully Connected Layers for Handling Small Dataset. Stochastic Online Optimization using Kalman Recursion. ADAMT: A Stochastic Optimization with Trend …
Paper Group ANR 365

Paper Group ANR 365

April 2, 2020

Determination of Latent Dimensionality in International Trade Flow. Jelly Bean World: A Testbed for Never-Ending Learning. Bringing freedom in variable choice when searching counter-examples in floating point programs. Using AI for Mitigating the Impact of Network Delay in Cloud-based Intelligent Traffic Signal Control. Deceiving Image-to-Image Tra …
Paper Group ANR 366

Paper Group ANR 366

April 2, 2020

Understanding Global Loss Landscape of One-hidden-layer ReLU Neural Networks. CNN-based fast source device identification. Combining PRNU and noiseprint for robust and efficient device source identification. Complexity of Shapes Embedded in ${\mathbb Z^n}$ with a Bias Towards Squares. Simulation Pipeline for Traffic Evacuation in Urban Areas and Em …
Paper Group ANR 367

Paper Group ANR 367

April 2, 2020

How To Avoid Being Eaten By a Grue: Exploration Strategies for Text-Adventure Agents. Acceleration of Convolutional Neural Network Using FFT-Based Split Convolutions. Multi-Feature Discrete Collaborative Filtering for Fast Cold-start Recommendation. A novel initialisation based on hospital-resident assignment for the k-modes algorithm. Semantic, Ef …
Paper Group ANR 368

Paper Group ANR 368

April 2, 2020

3D Crowd Counting via Multi-View Fusion with 3D Gaussian Kernels. Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection. Privileged Pooling: Supervised attention-based pooling for compensating dataset bias. Symbiotic Attention with Privileged Information for Egocentric Action Recognition. Audiovisual SlowFast Networks for Video Reco …
Paper Group ANR 369

Paper Group ANR 369

April 2, 2020

Unsupervised Style and Content Separation by Minimizing Mutual Information for Speech Synthesis. Breast Cancer Detection Using Convolutional Neural Networks. Hybrid Cryptocurrency Pump and Dump Detection. Affinity Graph Supervision for Visual Recognition. Building and Interpreting Deep Similarity Models. Learning to Encode and Classify Test Executi …
Paper Group ANR 370

Paper Group ANR 370

April 2, 2020

Towards Mixture Proportion Estimation without Irreducibility. Controllable Time-Delay Transformer for Real-Time Punctuation Prediction and Disfluency Detection. SkinAugment: Auto-Encoding Speaker Conversions for Automatic Speech Translation. An adaptive data-driven approach to solve real-world vehicle routing problems in logistics. Bridging the Gap …
Paper Group ANR 371

Paper Group ANR 371

April 2, 2020

HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression. Efficient Topological Layer based on Persistent Landscapes. Classification of the Chinese Handwritten Numbers with Supervised Projective Dictionary Pair Learning. COKE: Communication-Censored Kernel Learning for Decentralized Non-parametric Learning. Discriminative Feature …
Paper Group ANR 372

Paper Group ANR 372

April 2, 2020

A smile I could recognise in a thousand: Automatic identification of identity from dental radiography. The Medical Scribe: Corpus Development and Model Performance Analyses. A Survey on 3D Skeleton-Based Action Recognition Using Learning Method. Pelican: A Deep Residual Network for Network Intrusion Detection. Linguistic Fingerprints of Internet Ce …
Paper Group ANR 373

Paper Group ANR 373

April 2, 2020

A Deep Learning Approach to Diagnosing Multiple Sclerosis from Smartphone Data. Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning. Mix-n-Match: Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning. Distance-Based Regularisation of Deep Networks for Fine-Tuning. Imperialist Competitive Algorithm …
Paper Group ANR 374

Paper Group ANR 374

April 2, 2020

Adversarial Distributional Training for Robust Deep Learning. Fair Adversarial Networks. Taylor Moment Expansion for Continuous-Discrete Gaussian Filtering and Smoothing. Cooperative Object Detection and Parameter Estimation Using Visible Light Communications. Hybrid Tiled Convolutional Neural Networks for Text Sentiment Classification. Multi-modal …
Paper Group ANR 375

Paper Group ANR 375

April 2, 2020

Adversarial Attacks on Monocular Depth Estimation. Fair Correlation Clustering. Runtime Performances of Randomized Search Heuristics for the Dynamic Weighted Vertex Cover Problem. ScaIL: Classifier Weights Scaling for Class Incremental Learning. Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs. Transfer Learning for HVAC Sys …
Paper Group ANR 376

Paper Group ANR 376

April 2, 2020

Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text. MuST-Cinema: a Speech-to-Subtitles corpus. Momentum Improves Normalized SGD. Accessing Higher-level Representations in Sequential Transformers with Feedback Memory. Temporally Folded Convolutional Neural Networks for Sequence Forecasting. Guider l’attention dans les mode …
Paper Group ANR 377

Paper Group ANR 377

April 2, 2020

Regime Switching Bandits. Efficient Debiased Variational Bayes by Multilevel Monte Carlo Methods. Radial Based Analysis of GRNN in Non-Textured Image Inpainting. Optimizing Memory-Access Patterns for Deep Learning Accelerators. Symmetric Skip Connection Wasserstein GAN for High-Resolution Facial Image Inpainting. Towards Automating the AI Operation …
Paper Group ANR 378

Paper Group ANR 378

April 2, 2020

Semiparametric Inference For Causal Effects In Graphical Models With Hidden Variables. Deep 3D Capture: Geometry and Reflectance from Sparse Multi-View Images. Sparse Sinkhorn Attention. Iterative Pre-Conditioning to Expedite the Gradient-Descent Method. Revisiting EXTRA for Smooth Distributed Optimization. CheXclusion: Fairness gaps in deep chest …
Paper Group ANR 379

Paper Group ANR 379

April 2, 2020

Combining 3D Model Contour Energy and Keypoints for Object Tracking. Pose-Assisted Multi-Camera Collaboration for Active Object Tracking. GAN Compression: Efficient Architectures for Interactive Conditional GANs. Safety Concerns and Mitigation Approaches Regarding the Use of Deep Learning in Safety-Critical Perception Tasks. Conditional Variational …