[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 296
April 2, 2020

Paper Group ANR 296

Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis. CAZSL: Zero-Shot Regression for Pushing Models by Generalizing Through Context. Improving speaker discrimination of target speech extraction with time-domain SpeakerBeam. Interference and Generalization in Temporal Difference Learning. tfp.mcmc: Modern Markov Chain Mo …

Paper Group ANR 297

Paper Group ANR 297

April 2, 2020

K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters. Compact Deep Aggregation for Set Retrieval. Manifold-based Test Generation for Image Classifiers. Superpixel Image Classification with Graph Attention Networks. High-dimensional, multiscale online changepoint detection. Theoretical Analysis of Divide-and-Conquer ERM: Beyond Square …
Paper Group ANR 298

Paper Group ANR 298

April 2, 2020

Delineating Bone Surfaces in B-Mode Images Constrained by Physics of Ultrasound Propagation. A Structured Approach to Trustworthy Autonomous/Cognitive Systems. Robust Method for Semantic Segmentation of Whole-Slide Blood Cell Microscopic Image. The Human Visual System and Adversarial AI. Imputing Missing Boarding Stations With Machine Learning Meth …
Paper Group ANR 299

Paper Group ANR 299

April 2, 2020

The utility of tactile force to autonomous learning of in-hand manipulation is task-dependent. Enhanced Self-Perception in Mixed Reality: Egocentric Arm Segmentation and Database with Automatic Labelling. AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization. Character-independent font identificat …
Paper Group ANR 300

Paper Group ANR 300

April 2, 2020

A Model-Based, Decision-Theoretic Perspective on Automated Cyber Response. Driver Modeling through Deep Reinforcement Learning and Behavioral Game Theory. Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue. Using Machine Learning to predict extreme events in the Hénon map. Wasserste …
Paper Group ANR 301

Paper Group ANR 301

April 2, 2020

Removing Dynamic Objects for Static Scene Reconstruction using Light Fields. Proceedings of the Artificial Intelligence for Cyber Security (AICS) Workshop 2020. Improving Reliability of Latent Dirichlet Allocation by Assessing Its Stability Using Clustering Techniques on Replicated Runs. Adversarially Robust Frame Sampling with Bounded Irregulariti …
Paper Group ANR 302

Paper Group ANR 302

April 2, 2020

Self-Supervised Object-in-Gripper Segmentation from Robotic Motions. Domain Adaptation As a Problem of Inference on Graphical Models. Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video-Based Face Recognition. Learning robotic ultrasound scanning using probabilistic temporal ranking. A New MRAM-based Process In-Memory Accelerat …
Paper Group ANR 303

Paper Group ANR 303

April 2, 2020

Handling noise in image deblurring via joint learning. SOL: Effortless Device Support for AI Frameworks without Source Code Changes. Mi YouTube es Su YouTube? Analyzing the Cultures using YouTube Thumbnails of Popular Videos. On Stochastic Automata over Monoids. Automatic Differentiation Variational Inference with Mixtures. Exploiting Unlabeled Dat …
Paper Group ANR 304

Paper Group ANR 304

April 2, 2020

Robust Multi-channel Speech Recognition using Frequency Aligned Network. On Layer Normalization in the Transformer Architecture. Reinforcement Learning in FlipIt. Corrupted Multidimensional Binary Search: Learning in the Presence of Irrational Agents. Lattice protein design using Bayesian learning. FastDTW is approximate and Generally Slower than t …
Paper Group ANR 305

Paper Group ANR 305

April 2, 2020

Intrinsic Dimension Estimation via Nearest Constrained Subspace Classifier. Federated Over-the-Air Subspace Learning from Incomplete Data. Computationally Efficient NER Taggers with Combined Embeddings and Constrained Decoding. Approximate Cross-validation: Guarantees for Model Assessment and Selection. Impact of ImageNet Model Selection on Domain …
Paper Group ANR 306

Paper Group ANR 306

April 2, 2020

Analysis Of Multi Field Of View Cnn And Attention Cnn On H&E Stained Whole-slide Images On Hepatocellular Carcinoma. A Preliminary Approach for Learning Relational Policies for the Management of Critically Ill Children. Optimal Randomized First-Order Methods for Least-Squares Problems. ActiLabel: A Combinatorial Transfer Learning Framework for Acti …
Paper Group ANR 307

Paper Group ANR 307

April 2, 2020

Guiding attention in Sequence-to-sequence models for Dialogue Act prediction. Nonparametric Regression Quantum Neural Networks. Label-guided Learning for Text Classification. Neural Autopoiesis: Organizing Self-Boundary by Stimulus Avoidance in Biological and Artificial Neural Networks. Randomization matters. How to defend against strong adversaria …
Paper Group ANR 308

Paper Group ANR 308

April 2, 2020

word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data. Simulation of Skin Stretching around the Forehead Wrinkles in Rhytidectomy. Artificial Intelligence Assistance Significantly Improves Gleason Grading of Prostate Biopsies by Pathologists. Gradient Boosting Neural Networks: GrowNet. Satisfiability and Que …
Paper Group ANR 309

Paper Group ANR 309

April 2, 2020

Marketplace for AI Models. UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation. Robust Semantic Segmentation of Brain Tumor Regions from 3D MRIs. Wavesplit: End-to-End Speech Separation by Speaker Clustering. Generalized Embedding Machines for Recommender Systems. Stochastic encoding of graphs in dee …
Paper Group ANR 310

Paper Group ANR 310

April 2, 2020

Amharic Abstractive Text Summarization. Intweetive Text Summarization. Zero-Assignment Constraint for Graph Matching with Outliers. CAT: Customized Adversarial Training for Improved Robustness. High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification. Fast and Robust Comparison of Probability Measures in …
Paper Group ANR 311

Paper Group ANR 311

April 2, 2020

Superpixel Segmentation via Convolutional Neural Networks with Regularized Information Maximization. Any Target Function Exists in a Neighborhood of Any Sufficiently Wide Random Network: A Geometrical Perspective. Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding. Path Planning Using Probability Tens …
Paper Group ANR 312

Paper Group ANR 312

April 2, 2020

Harnessing Code Switching to Transcend the Linguistic Barrier. Learning in Networked Control Systems. Adversarial Filters of Dataset Biases. Temporal Information Processing on Noisy Quantum Computers. Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard-300. Investigating Simple Object Representations …
Paper Group ANR 313

Paper Group ANR 313

April 2, 2020

Machine Learning based prediction of noncentrosymmetric crystal materials. Cytology Image Analysis Techniques Towards Automation: Systematically Revisited. Strip Pooling: Rethinking Spatial Pooling for Scene Parsing. Exploring Partial Intrinsic and Extrinsic Symmetry in 3D Medical Imaging. DeepFit: 3D Surface Fitting via Neural Network Weighted Lea …
Paper Group ANR 314

Paper Group ANR 314

April 2, 2020

RECAST: Interactive Auditing of Automatic Toxicity Detection Models. Is Temporal Difference Learning Optimal? An Instance-Dependent Analysis. Object Relational Graph with Teacher-Recommended Learning for Video Captioning. Quantized Neural Network Inference with Precision Batching. A more abstractive summarization model. Interval Neural Networks as …
Paper Group ANR 315

Paper Group ANR 315

April 2, 2020

Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics. Bayes-Probe: Distribution-Guided Sampling for Prediction Level Sets. Calibrate and Prune: Improving Reliability of Lottery Tickets Through Prediction Calibration. Deep Multi-Modal Sets. CALVIS: chest, waist and pelvis circumference from 3D hum …
Paper Group ANR 316

Paper Group ANR 316

April 2, 2020

DWM: A Decomposable Winograd Method for Convolution Acceleration. AVATAR – Machine Learning Pipeline Evaluation Using Surrogate Model. Distributed Sketching Methods for Privacy Preserving Regression. CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries. On the rate of convergence o …
Paper Group ANR 317

Paper Group ANR 317

April 2, 2020

Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen Categories. Automated Cardiothoracic Ratio Calculation and Cardiomegaly Detection using Deep Learning Approach. Adversarially Guided Self-Play for Adopting Social Conventions. Effects of Discretization of Decision and Objective Spaces on the Performance of Evolutionary Multiob …
Paper Group ANR 318

Paper Group ANR 318

April 2, 2020

Limits of Detecting Text Generated by Large-Scale Language Models. Multimodal Matching Transformer for Live Commenting. Exploiting Database Management Systems and Treewidth for Counting. Learning Contact-Rich Manipulation Tasks with Rigid Position-Controlled Robots: Learning to Force Control. Citation Text Generation. Ten Research Challenge Areas i …
Paper Group ANR 319

Paper Group ANR 319

April 2, 2020

Feature-map-level Online Adversarial Knowledge Distillation. Learning a Probabilistic Strategy for Computational Imaging Sensor Selection. StarAI: Reducing incompleteness in the game of Bridge using PLP. Multimodal Data Fusion based on the Global Workspace Theory. Curved Buildings Reconstruction from Airborne LiDAR Data by Matching and Deforming Ge …
Paper Group ANR 320

Paper Group ANR 320

April 2, 2020

Total Deep Variation for Linear Inverse Problems. Transferability of Adversarial Examples to Attack Cloud-based Image Classifier Service. Learning Cross-domain Semantic-Visual Relation for Transductive Zero-Shot Learning. AD-VO: Scale-Resilient Visual Odometry Using Attentive Disparity Map. Confidence Sets and Hypothesis Testing in a Likelihood-Fre …
Paper Group ANR 321

Paper Group ANR 321

April 2, 2020

Progressive Local Filter Pruning for Image Retrieval Acceleration. On Iterative Neural Network Pruning, Reinitialization, and the Similarity of Masks. A classification for the performance of online SGD for high-dimensional inference. Connecting Dualities and Machine Learning. Learning to be Global Optimizer. End-to-End Face Parsing via Interlinked …
Paper Group ANR 322

Paper Group ANR 322

April 2, 2020

Mutual Learning Network for Multi-Source Domain Adaptation. Learning Invariant Representation for Unsupervised Image Restoration. Conversational Structure Aware and Context Sensitive Topic Model for Online Discussions. From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization. REALM: Retrieval-Au …
Paper Group ANR 323

Paper Group ANR 323

April 2, 2020

Towards Probabilistic Verification of Machine Unlearning. Uncertainty Estimation in Cancer Survival Prediction. iNALU: Improved Neural Arithmetic Logic Unit. Fairness-Aware Learning with Prejudice Free Representations. 3D Point Cloud Processing and Learning for Autonomous Driving. Training Adversarial Agents to Exploit Weaknesses in Deep Control Po …