Anomaly Detection

Paper Group AWR 1

October 21, 2019

Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series. One-shot Learning for Question-Answering in Gaokao History Challenge. Adversarial Clustering: A Grid Based Clustering Algorithm Against Active Adversaries. Real Time Bangladeshi Sign Language Detection using Faster R-CNN. One-Shot Learning of Multi-Step Tasks from …

Paper Group AWR 109

October 21, 2019

Semi-Analytic Resampling in Lasso. Referring Relationships. Text normalization using memory augmented neural networks. ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation. A Recurrent Graph Neural Network for Multi-Relational Data. Modular meta-learning. Recent Advances in Object Detection in the Age of Deep Convolut …

Paper Group AWR 11

October 21, 2019

Deep Autoencoding Models for Unsupervised Anomaly Segmentation in Brain MR Images. Radio Galaxy Morphology Generation Using DNN Autoencoder and Gaussian Mixture Models. On Tree-Based Neural Sentence Modeling. From 2D to 3D Geodesic-based Garment Matching. Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning. Addressing the Fundamenta …

Paper Group AWR 116

October 21, 2019

A Closer Look at Structured Pruning for Neural Network Compression. Relaxed Quantization for Discretized Neural Networks. Latent Space Autoregression for Novelty Detection. Subword Encoding in Lattice LSTM for Chinese Word Segmentation. A Large-scale Attribute Dataset for Zero-shot Learning. Aesthetic Discrimination of Graph Layouts. CSRNet: Dilate …

Paper Group AWR 12

October 21, 2019

High Quality Prediction of Protein Q8 Secondary Structure by Diverse Neural Network Architectures. The Text-Based Adventure AI Competition. Learning to Shoot in First Person Shooter Games by Stabilizing Actions and Clustering Rewards for Reinforcement Learning. Memorable Maps: A Framework for Re-defining Places in Visual Place Recognition. MVSNet: …

Paper Group AWR 135

October 21, 2019

Learning Warped Guidance for Blind Face Restoration. Precision and Recall for Time Series. Gradient and Newton Boosting for Classification and Regression. Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos. On Robust Trimming of Bayesian Network Classifiers. Breaking NLI Systems with Sentences that Require Simple Lexical I …

Paper Group AWR 152

October 21, 2019

Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems. One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases. Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints. Deep Continuous Clustering. Semi-Generative Modelling: Covariate-Shift Adap …

Paper Group AWR 162

October 21, 2019

A simple yet effective baseline for non-attributed graph classification. Accelerating Neural Transformer via an Average Attention Network. Vehicle Pose and Shape Estimation through Multiple Monocular Vision. VFPred: A Fusion of Signal Processing and Machine Learning techniques in Detecting Ventricular Fibrillation from ECG Signals. How Powerful are …

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 31

October 21, 2019

Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks. Stochastic Chebyshev Gradient Descent for Spectral Optimization. Trust Region Based Adversarial Attack on Neural Networks. Quantifying the amount of visual information used by neural caption generators. Predicting Future Instance Segmentation by Forecasting Con …

Paper Group AWR 34

October 21, 2019

Do Deep Generative Models Know What They Don’t Know?. Learning a SAT Solver from Single-Bit Supervision. RecoGym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising. Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation. Adversarial Propagation and Zero-Shot Cross-Lingual Transfer …

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 55

October 21, 2019

Molecular generative model based on conditional variational autoencoder for de novo molecular design. The Importance of Being Recurrent for Modeling Hierarchical Structure. A Differential Privacy Mechanism Design Under Matrix-Valued Query. Stochastic Trust Region Inexact Newton Method for Large-scale Machine Learning. Proximity Forest: An effective …

Paper Group AWR 58

October 21, 2019

CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning. NTUA-SLP at SemEval-2018 Task 3: Tracking Ironic Tweets using Ensembles of Word and Character Level Attentive RNNs. Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat. Engaging Image Chat: Modeling Personality in Grounded Dialogue. Breast Canc …

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 67

October 21, 2019

Computational Historical Linguistics. Heterogeneous multireference alignment for images with application to 2-D classification in single particle reconstruction. A Machine Learning Framework for Stock Selection. AVID: Adversarial Visual Irregularity Detection. Backprop-Q: Generalized Backpropagation for Stochastic Computation Graphs. Multi-modal Cy …

Paper Group AWR 68

October 21, 2019

Weakly-supervised Visual Instrument-playing Action Detection in Videos. Variational Autoencoders for Collaborative Filtering. DeepEfficiency - optimal efficiency inversion in higher dimensions at the LHC. Low-rank semidefinite programming for the MAX2SAT problem. Inference Suboptimality in Variational Autoencoders. Weakly Supervised Deep Image Hash …

Paper Group AWR 70

October 21, 2019

Unbiased deep solvers for parametric PDEs. StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning. SupportNet: solving catastrophic forgetting in class incremental learning with support data. Multi-Pointer Co-Attention Networks for Recommendation. Context-Aware Visual Policy Network for Sequence-Level Image Captionin …

Paper Group AWR 81

October 21, 2019

Noise2Noise: Learning Image Restoration without Clean Data. Semi-Supervised Sequence Modeling with Cross-View Training. GPSP: Graph Partition and Space Projection based Approach for Heterogeneous Network Embedding. Learning Deep Features for One-Class Classification. The Limitations of Cross-language Word Embeddings Evaluation. Markov Game Modeling …

Paper Group AWR 82

October 21, 2019

RLgraph: Modular Computation Graphs for Deep Reinforcement Learning. Deep Learning for Classical Japanese Literature. Fast Online Object Tracking and Segmentation: A Unifying Approach. Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration. NetGAN: Generating Graphs via Random Walks. Pre-training with …

Paper Group AWR 95

October 21, 2019

Learning Graph-Level Representations with Recurrent Neural Networks. Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++. PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition. Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings. Detector monitoring with artificial neural networ …

Paper Group ANR 27

October 20, 2019

Weighted AdaGrad with Unified Momentum. An Intelligent Extraversion Analysis Scheme from Crowd Trajectories for Surveillance. Task-Driven Super Resolution: Object Detection in Low-resolution Images. Clustering-based Anomaly Detection for microservices. Fusion of hyperspectral and ground penetrating radar to estimate soil moisture. Equivalence of ap …

Paper Group ANR 31

October 20, 2019

Ensemble learning with Conformal Predictors: Targeting credible predictions of conversion from Mild Cognitive Impairment to Alzheimer’s Disease. Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer. Actigraphy-based Sleep/Wake Pattern Detection using Convolutional Neural Networks. Bounding the Err …

Paper Group ANR 45

October 20, 2019

Context Spaces as the Cornerstone of a Near-Transparent & Self-Reorganizing Semantic Desktop. Semantic Image Retrieval by Uniting Deep Neural Networks and Cognitive Architectures. Semi-parametric Image Synthesis. Transparency and Explanation in Deep Reinforcement Learning Neural Networks. Oblique Stripe Removal in Remote Sensing Images via Oriented …

Paper Group ANR 61

October 20, 2019

Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach. COREclust: a new package for a robust and scalable analysis of complex data. Informed Group-Sparse Representation for Singing Voice Separation. Pangloss: Fast Entity Linking in Noisy Text Environments. Improving Temporal Relation Extraction with a Globally Acquire …

Paper Group ANR 64

October 20, 2019

Variance Reduction Methods for Sublinear Reinforcement Learning. Building a Kannada POS Tagger Using Machine Learning and Neural Network Models. A parallel implementation of the covariance matrix adaptation evolution strategy. Mitigating Architectural Mismatch During the Evolutionary Synthesis of Deep Neural Networks. Does Your Phone Know Your Touc …

Paper Group ANR 65

October 20, 2019

Biomedical Document Clustering and Visualization based on the Concepts of Diseases. Continuous Trajectory Planning Based on Learning Optimization in High Dimensional Input Space for Serial Manipulators. Learning Probabilistic Logic Programs in Continuous Domains. Towards Automation of Sense-type Identification of Verbs in OntoSenseNet(Telugu). Tran …

Paper Group ANR 67

October 20, 2019

Probabilistic Ensemble of Collaborative Filters. Time is of the Essence: a Joint Hierarchical RNN and Point Process Model for Time and Item Predictions. Probabilistic Prediction of Vehicle Semantic Intention and Motion. Natural Language Generation by Hierarchical Decoding with Linguistic Patterns. Adversarial Domain Adaptation for Variational Neura …