Outlier Detection

Paper Group AWR 3

October 21, 2019

Multi-views Fusion CNN for Left Ventricular Volumes Estimation on Cardiac MR Images. Stock Price Correlation Coefficient Prediction with ARIMA-LSTM Hybrid Model. Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification. Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation. LSCP: Locally S …

Paper Group AWR 5

October 21, 2019

Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video. Detecting Visual Relationships Using Box Attention. Copula Variational Bayes inference via information geometry. Network Traffic Anomaly Detection Using Recurrent Neural Networks. Learning Discriminative 3D Shape Representations by View Discerning Networks. Cont …

Paper Group AWR 64

October 21, 2019

A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images. Distributed regression modeling for selecting markers under data protection constraints. Probabilistic Verification of Fairness Properties via Concentration. Single-Agent Policy Tree Search With Guarantees. Free as in Free Word Order: An Energy Based Model for Word Se …

Paper Group AWR 97

October 21, 2019

PointCloud Saliency Maps. Deep UL2DL: Channel Knowledge Transfer from Uplink to Downlink. Calamari - A High-Performance Tensorflow-based Deep Learning Package for Optical Character Recognition. Identification of LTV Dynamical Models with Smooth or Discontinuous Time Evolution by means of Convex Optimization. Transformation Autoregressive Networks. …

Paper Group AWR 171

October 20, 2019

Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction. Mixtures of Skewed Matrix Variate Bilinear Factor Analyzers. Abstractive Summarization Using Attentive Neural Techniques. Applying Machine Learning To Maize Traits Prediction. Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor Search. Numeracy …

Paper Group AWR 184

October 20, 2019

Stacking-Based Deep Neural Network: Deep Analytic Network for Pattern Classification. Sequence-Aware Recommender Systems. Single-View Place Recognition under Seasonal Changes. SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks. TallyQA: Answering Complex Counting Questions. 3DFeat-Net: Weakly Supervised Local 3D Features for Po …

Paper Group AWR 209

October 20, 2019

SBNet: Sparse Blocks Network for Fast Inference. Learning Controllable Fair Representations. Nonlinear Acceleration of CNNs. Adversarially Learned One-Class Classifier for Novelty Detection. Polynomial Regression As an Alternative to Neural Nets. Adaptive Scenario Discovery for Crowd Counting. Detecting Gang-Involved Escalation on Social Media Usin …

Paper Group AWR 255

October 20, 2019

With Friends Like These, Who Needs Adversaries?. Local Gradients Smoothing: Defense against localized adversarial attacks. Unsupervised Sense-Aware Hypernymy Extraction. Task Agnostic Continual Learning Using Online Variational Bayes. Knowledge Distillation with Adversarial Samples Supporting Decision Boundary. Autoconj: Recognizing and Exploiting …

Paper Group AWR 265

October 20, 2019

Learning to recognize touch gestures: recurrent vs. convolutional features and dynamic sampling. BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation. Learning Neural Parsers with Deterministic Differentiable Imitation Learning. Following High-level Navigation Instructions on a Simulated Quadcopter with Imitation Learning. A …

Paper Group AWR 279

October 20, 2019

Deep Content-User Embedding Model for Music Recommendation. R-grams: Unsupervised Learning of Semantic Units in Natural Language. Convolutional Deblurring for Natural Imaging. MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network. Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Const …

Paper Group AWR 280

October 20, 2019

A Style-Aware Content Loss for Real-time HD Style Transfer. Sparse Kernel PCA for Outlier Detection. Improving GAN Training via Binarized Representation Entropy (BRE) Regularization. Voice Conversion Based on Cross-Domain Features Using Variational Auto Encoders. Toward a Standardized and More Accurate Indonesian Part-of-Speech Tagging. General sol …

Paper Group AWR 313

October 20, 2019

Online Planner Selection with Graph Neural Networks and Adaptive Scheduling. Learning to Learn from Noisy Labeled Data. Robustness of Quantum-Enhanced Adaptive Phase Estimation. Motion Planning Among Dynamic, Decision-Making Agents with Deep Reinforcement Learning. JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets. …

Paper Group AWR 336

October 20, 2019

Stochastic Video Generation with a Learned Prior. Using link and content over time for embedding generation in Dynamic Attributed Networks. A Large-Scale Study on Regularization and Normalization in GANs. Pre-training on high-resource speech recognition improves low-resource speech-to-text translation. SPLATNet: Sparse Lattice Networks for Point Cl …

Paper Group ANR 114

October 19, 2019

Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task. Online learning with graph-structured feedback against adaptive adversaries. Leveraging the Exact Likelihood of Deep Latent Variable Models. Automatic Language Identification in Texts: A Survey. Spectral Learning of Binomial HMMs for DNA Methylation Data. Sequentia …

Paper Group ANR 151

October 19, 2019

A Comparison of Constraint Handling Techniques for Dynamic Constrained Optimization Problems. Can Network Embedding of Distributional Thesaurus be Combined with Word Vectors for Better Representation?. Deep Transfer Learning for Static Malware Classification. Unsupervised parameter selection for denoising with the elastic net. Experience, Imitation …

Paper Group ANR 393

October 19, 2019

Consequence-based Reasoning for Description Logics with Disjunction, Inverse Roles, Number Restrictions, and Nominals. The modal age of Statistics. Integrated Object Detection and Tracking with Tracklet-Conditioned Detection. Fine-grained Video Attractiveness Prediction Using Multimodal Deep Learning on a Large Real-world Dataset. Segmentation of A …

Paper Group ANR 406

October 19, 2019

Artificial Intelligence and its Role in Near Future. Studying the Difference Between Natural and Programming Language Corpora. Scalable language model adaptation for spoken dialogue systems. Autonomous Vehicles that Interact with Pedestrians: A Survey of Theory and Practice. Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric …

Paper Group ANR 408

October 19, 2019

Text to Image Synthesis Using Generative Adversarial Networks. L2-Nonexpansive Neural Networks. Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes. Treating Keywords as Outliers: A Keyphrase Extraction Approach. Gradient Descent Provably Optimizes Over-parameteri …

Paper Group ANR 411

October 18, 2019

Spectral Embedding Norm: Looking Deep into the Spectrum of the Graph Laplacian. Data Association with Gaussian Processes. Fault Tolerance in Iterative-Convergent Machine Learning. Direct Uncertainty Prediction for Medical Second Opinions. Minimum spanning tree release under differential privacy constraints. Breast Tumor Segmentation and Shape Class …

Paper Group ANR 418

October 18, 2019

Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN. Machine Learning for Public Administration Research, with Application to Organizational Reputation. Subspace Embedding and Linear Regression with Orlicz Norm. SurReal: enhancing Surgical simulation Realism using style transfer. A punishment voting algorithm based on super …

Paper Group ANR 419

October 18, 2019

Cats or CAT scans: transfer learning from natural or medical image source datasets?. Learning Noise-Invariant Representations for Robust Speech Recognition. Feature extraction with regularized siamese networks for outlier detection: application to lesion screening in medical imaging. On the Diachronic Stability of Irregularity in Inflectional Morph …

Paper Group ANR 445

October 18, 2019

Chaining Mutual Information and Tightening Generalization Bounds. Forecasting market states. Model-based Exception Mining for Object-Relational Data. What is known about Vertex Cover Kernelization?. Next Hit Predictor - Self-exciting Risk Modeling for Predicting Next Locations of Serial Crimes. Test without Trust: Optimal Locally Private Distributi …

Paper Group ANR 510

October 18, 2019

A Pseudo Multi-Exposure Fusion Method Using Single Image. Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks. On the Needs for Rotations in Hypercubic Quantization Hashing. Modeling Activity Tracker Data Using Deep Boltzmann Machines. Discrete Sampling using Semigradient-based Product Mixtures. Co-Creative Le …

Paper Group ANR 547

October 18, 2019

Honey Authentication with Machine Learning Augmented Bright-Field Microscopy. Distribution Networks for Open Set Learning. Learning Light Field Reconstruction from a Single Coded Image. TextNet: Irregular Text Reading from Images with an End-to-End Trainable Network. The Laplacian in RL: Learning Representations with Efficient Approximations. 3D Sc …

Paper Group ANR 588

October 18, 2019

Learning Single-Image Depth from Videos using Quality Assessment Networks. A refined convergence analysis of pDCA$_e$ with applications to simultaneous sparse recovery and outlier detection. Machine Theory of Mind. RoarNet: A Robust 3D Object Detection based on RegiOn Approximation Refinement. Learning from a tiny dataset of manual annotations: a t …

Paper Group ANR 590

October 18, 2019

Towards a glaucoma risk index based on simulated hemodynamics from fundus images. Network Signatures from Image Representation of Adjacency Matrices: Deep/Transfer Learning for Subgraph Classification. Universal Supervised Learning for Individual Data. Mechanism Design for Social Good. Revisiting Skip-Gram Negative Sampling Model with Rectification …

Paper Group ANR 607

October 18, 2019

Onion-Peeling Outlier Detection in 2-D data Sets. State Space Representations of Deep Neural Networks. Cognate-aware morphological segmentation for multilingual neural translation. Learning Compositional Representations for Few-Shot Recognition. Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs. Attention-based …

Paper Group ANR 668

October 18, 2019

SAF- BAGE: Salient Approach for Facial Soft-Biometric Classification - Age, Gender, and Facial Expression. Computer-Assisted Fraud Detection, From Active Learning to Reward Maximization. Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction. Weak in the NEES?: Auto-tuning Kalman Filters with Bayesian Optim …