artificial intelligence

Paper Group ANR 1096

January 27, 2020

Are Outlier Detection Methods Resilient to Sampling?. Practical Semantic Parsing for Spoken Language Understanding. Generative Well-intentioned Networks. Monocular 3D Sway Tracking for Assessing Postural Instability in Cerebral Hypoperfusion During Quiet Standing. Learning Perceptual Inference by Contrasting. Pushing the Frontiers of Unconstrained …

Paper Group ANR 1107

January 27, 2020

Barcodes as summary of objective function’s topology. Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond. Artificial Intelligence: the global landscape of ethics guidelines. Investigating Writing Style Development in High School. Developing Computational Models of Social Assistance to Guide Socially Assistive Rob …

Paper Group ANR 1109

January 27, 2020

A novel algorithm for segmentation of leukocytes in peripheral blood. Making Classical Machine Learning Pipelines Differentiable: A Neural Translation Approach. Efficient Adversarial Training with Transferable Adversarial Examples. Visual Rhythm Prediction with Feature-Aligning Network. Long-Range Indoor Navigation with PRM-RL. Quantum Expectation- …

Paper Group ANR 1111

January 27, 2020

Panoptic Edge Detection. Distributed Linear Model Clustering over Networks: A Tree-Based Fused-Lasso ADMM Approach. Adversarial Examples for Edge Detection: They Exist, and They Transfer. Identification of Bugs and Vulnerabilities in TLS Implementation for Windows Operating System Using State Machine Learning. MBCAL: A Simple and Efficient Reinforc …

Paper Group ANR 1116

January 27, 2020

Regularized deep learning with non-convex penalties. Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach. Spatiotemporal Pyramid Network for Video Action Recognition. Towards Expressive Priors for Bayesian Neural Networks: Poisson Process Radial Basis Function Networks. Exploring Offl …

Paper Group ANR 1118

January 27, 2020

Dance Dance Generation: Motion Transfer for Internet Videos. Classification of Cardiac Arrhythmias from Single Lead ECG with a Convolutional Recurrent Neural Network. Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction. Evaluating Robustness of Deep Image Super-Resolution against Adversarial Attacks. Expression Analysis Ba …

Paper Group ANR 1119

January 27, 2020

Revisiting Wedge Sampling for Budgeted Maximum Inner Product Search. Causal inference with Bayes rule. Exploring Semi-supervised Variational Autoencoders for Biomedical Relation Extraction. Fast Bayesian Uncertainty Estimation of Batch Normalized Single Image Super-Resolution Network. Automated detection of celiac disease on duodenal biopsy slides: …

Paper Group ANR 1128

January 27, 2020

Automatically Generating Macro Research Reports from a Piece of News. PipeMare: Asynchronous Pipeline Parallel DNN Training. Inferring the Optimal Policy using Markov Chain Monte Carlo. Walsh-Hadamard Variational Inference for Bayesian Deep Learning. How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?. LO-Net: Deep …

Paper Group ANR 1130

January 27, 2020

Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition. Few-Shot Bayesian Imitation Learning with Logical Program Policies. Extracting urban water by combining deep learning and Google Earth Engine. Disentangling Style and Content in Anime Illustrations. Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Quest …

Paper Group ANR 1131

January 27, 2020

Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables. Instant Motion Tracking and Its Applications to Augmented Reality. Epsilon-Lexicase Selection for Regression. Patch-Based Image Similarity for Intraoperative 2D/3D Pelvis Registration During Periacetabular Osteotomy. Identifying Personality Traits Using Overlap Dynamics …

Paper Group ANR 1134

January 27, 2020

The University of Edinburgh’s Submissions to the WMT19 News Translation Task. A review on Neural Turing Machine. Finite-Sum Smooth Optimization with SARAH. A Learning Framework for Distribution-Based Game-Theoretic Solution Concepts. Common Mode Patterns for Supervised Tensor Subspace Learning. Robust Environmental Sound Recognition with Sparse Key …

Paper Group ANR 1136

January 27, 2020

Cascaded Parallel Filtering for Memory-Efficient Image-Based Localization. Evolving the pulmonary nodules diagnosis from classical approaches to deep learning aided decision support: three decades development course and future prospect. Self-enhancement of automatic tunnel accident detection (TAD) on CCTV by AI deep-learning. Restless dependent ban …

Paper Group ANR 1137

January 27, 2020

Porous Lattice-based Transformer Encoder for Chinese NER. Hierarchical Reinforcement Learning for Multi-agent MOBA Game. Evaluation Metrics for Item Recommendation under Sampling. Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation. Journal Name Extraction from Japanese Scientific News Articles. Occlus …

Paper Group ANR 1142

January 27, 2020

Random projections: data perturbation for classification problems. Computational Separations between Sampling and Optimization. Optimal Farsighted Agents Tend to Seek Power. High-Throughput Machine Learning from Electronic Health Records. Machine learning and serving of discrete field theories – when artificial intelligence meets the discrete univ …

Paper Group ANR 1144

January 27, 2020

Estimation of crowd density applying wavelet transform and machine learning. NeuroPod: a real-time neuromorphic spiking CPG applied to robotics. Discriminative Video Representation Learning Using Support Vector Classifiers. Water Supply Prediction Based on Initialized Attention Residual Network. Recent Trends in Deep Learning Based Personality Dete …

Paper Group ANR 1146

January 27, 2020

Deep learning and face recognition: the state of the art. How to Incorporate Monotonicity in Deep Networks While Preserving Flexibility?. LSTM-Based Anomaly Detection: Detection Rules from Extreme Value Theory. Adversarial T-shirt! Evading Person Detectors in A Physical World. Fast generalization error bound of deep learning without scale invarianc …

Paper Group ANR 1147

January 27, 2020

Realistic Channel Models Pre-training. Neural Topographic Factor Analysis for fMRI Data. Position-Aware Convolutional Networks for Traffic Prediction. Adversarial Examples with Difficult Common Words for Paraphrase Identification. HalalNet: A Deep Neural Network that Classifies the Halalness Slaughtered Chicken from their Images. Automatic detectio …

Paper Group ANR 1159

January 27, 2020

Interactive Plan Explicability in Human-Robot Teaming. Deep Convolutional Spiking Neural Networks for Image Classification. Gradient Descent can Learn Less Over-parameterized Two-layer Neural Networks on Classification Problems. A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. Multiple Linear Regression Ha …

Paper Group ANR 1163

January 27, 2020

Online Learning and Optimization Under a New Linear-Threshold Model with Negative Influence. Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification. Constrained Bilinear Factorization Multi-view Subspace Clustering. Are Quantitative Features of Lung Nodules Reproducible at Different CT Acquisition and Reconstruction …

Paper Group ANR 1172

January 27, 2020

Improving Neural Protein-Protein Interaction Extraction with Knowledge Selection. Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods. Measuring the intelligence of an idealized mechanical knowing agent. Incorporating Symbolic Sequential Modeling for Speech Enhancement. Identify treatm …

Paper Group ANR 1173

January 27, 2020

A global approach for learning sparse Ising models. Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey. Robust Semi-Supervised Monocular Depth Estimation with Reprojected Distances. Enabling Multi-Shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE. Financial Event Extraction Using Wikip …

Paper Group ANR 1175

January 27, 2020

HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion. A Cryptanalysis of Two Cancelable Biometric Schemes based on Index-of-Max Hashing. Clustering and Classification Networks. Known-plaintext attack and ciphertext-only attack for encrypted single-pixel imaging. Saliency-Guided Attention Network for Image-Sentence Matching. …

Paper Group ANR 1178

January 27, 2020

Knowledge Authoring and Question Answering with KALM. Stochastic Channel-Based Federated Learning for Medical Data Privacy Preserving. SCE: A manifold regularized set-covering method for data partitioning. BUT System Description to VoxCeleb Speaker Recognition Challenge 2019. Small Target Detection for Search and Rescue Operations using Distributed …

Paper Group ANR 1182

January 27, 2020

Monte-Carlo Tree Search for Simulation-based Strategy Analysis. Playing it Safe: Adversarial Robustness with an Abstain Option. Deep Reinforcement Learning for Trading. Safe and Fast Tracking on a Robot Manipulator: Robust MPC and Neural Network Control. FRODO: Free rejection of out-of-distribution samples: application to chest x-ray analysis. The …

Paper Group ANR 1189

January 27, 2020

Towards Interpretable Image Synthesis by Learning Sparsely Connected AND-OR Networks. Training Deep Learning Models via Synthetic Data: Application in Unmanned Aerial Vehicles. DNNVM : End-to-End Compiler Leveraging Heterogeneous Optimizations on FPGA-based CNN Accelerators. Revisiting Landscape Analysis in Deep Neural Networks: Eliminating Decreas …

Paper Group ANR 1199

January 27, 2020

SAFA: a Semi-Asynchronous Protocol for Fast Federated Learning with Low Overhead. Deterministic PAC-Bayesian generalization bounds for deep networks via generalizing noise-resilience. An Image Based Visual Servo Approach with Deep Learning for Robotic Manipulation. Fingerprints: Fixed Length Representation via Deep Networks and Domain Knowledge. In …

Paper Group ANR 1207

January 27, 2020

Interactive Classification by Asking Informative Questions. SpatialFlow: Bridging All Tasks for Panoptic Segmentation. A Software to Detect OCC Emotion, Big-Five Personality and Hofstede Cultural Dimensions of Pedestrians from Video Sequences. The surprising little effectiveness of cooperative algorithms in parallel problem solving. Understanding C …

Paper Group ANR 1210

January 27, 2020

Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network. Mining Data from the Congressional Record. Wield: Systematic Reinforcement Learning With Progressive Randomization. A unified sparse optimization framework to learn parsimonious physics-informed models from data. An Unsupervised Character-Aware Neural A …