Dimensionality Reduction

Paper Group ANR 194

Paper Group ANR 194

July 28, 2019

Structural Learning and Integrative Decomposition of Multi-View Data. Communication-efficient Algorithm for Distributed Sparse Learning via Two-way Truncation. Learning to Synthesize a 4D RGBD Light Field from a Single Image. Multi-Resolution Dual-Tree Wavelet Scattering Network for Signal Classification. Balanced Quantization: An Effective and Eff …
Paper Group ANR 197

Paper Group ANR 197

July 28, 2019

Building a Semantic Role Labelling System for Vietnamese. Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data. Deep Graph Attention Model. Non-Euclidean Conditional Expectation and Filtering. Towards End-to-End Face Recognition through Alignment Learning. Towards Learned Clauses Database Red …
Paper Group ANR 201

Paper Group ANR 201

July 28, 2019

Secure Classification With Augmented Features. Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey. Learning from Ontology Streams with Semantic Concept Drift. Spoken Language Biomarkers for Detecting Cognitive Impairment. Scalable Person Re-identification on Supervised Smoothed Manifold. Theoretical Analysis of Stochastic S …
Paper Group ANR 206

Paper Group ANR 206

July 28, 2019

Relevance Subject Machine: A Novel Person Re-identification Framework. Robust Maximum Likelihood Estimation of Sparse Vector Error Correction Model. Efficient mixture model for clustering of sparse high dimensional binary data. Robust Guided Image Filtering. Active Image-based Modeling with a Toy Drone. Nesterov’s Acceleration For Approximate Newto …
Paper Group ANR 211

Paper Group ANR 211

July 28, 2019

An Attention-Based Deep Net for Learning to Rank. Image Segmentation of Multi-Shaped Overlapping Objects. Topology Analysis of International Networks Based on Debates in the United Nations. Kernel Scaling for Manifold Learning and Classification. Batch Reinforcement Learning on the Industrial Benchmark: First Experiences. Long-Term Ensemble Learnin …
Paper Group ANR 214

Paper Group ANR 214

July 28, 2019

Streaming kernel regression with provably adaptive mean, variance, and regularization. The neighborhood lattice for encoding partial correlations in a Hilbert space. Strategically knowing how. An Ensemble Framework for Detecting Community Changes in Dynamic Networks. Learning Approximately Objective Priors. Micro-Doppler Based Human-Robot Classific …
Paper Group ANR 215

Paper Group ANR 215

July 28, 2019

Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network. Phonetic Temporal Neural Model for Language Identification. Sampling and multilevel coarsening algorithms for fast matrix approximations. Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms. Where to Focus: Deep Attention-based …
Paper Group ANR 223

Paper Group ANR 223

July 28, 2019

Towards Language-Universal End-to-End Speech Recognition. Metric Learning-based Generative Adversarial Network. Global Entity Ranking Across Multiple Languages. Stopping GAN Violence: Generative Unadversarial Networks. Application of Fuzzy Logic in Design of Smart Washing Machine. Convolutional Attention-based Seq2Seq Neural Network for End-to-End …
Paper Group ANR 224

Paper Group ANR 224

July 28, 2019

Human Pose Forecasting via Deep Markov Models. A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication. Inverse Classification for Comparison-based Interpretability in Machine Learning. Learning Deep Representations for Word Spotting Under Weak Supervision. On the use of convolutional neural networks for robust classification of …
Paper Group ANR 225

Paper Group ANR 225

July 28, 2019

A Statistical Machine Learning Approach to Yield Curve Forecasting. An Energy-Efficient Mixed-Signal Neuron for Inherently Error-Resilient Neuromorphic Systems. Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning. A Novel Low-Complexity Framework in Ultra-Wideband Imaging for Breast Cancer Detection. ScanNet: A Fast and Dense S …
Paper Group ANR 240

Paper Group ANR 240

July 28, 2019

Multivariate Regression with Gross Errors on Manifold-valued Data. Deep Semantic Abstractions of Everyday Human Activities: On Commonsense Representations of Human Interactions. EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning. Care about you: towards large-scale human-centric …
Paper Group ANR 247

Paper Group ANR 247

July 28, 2019

Robust Associative Memories Naturally Occuring From Recurrent Hebbian Networks Under Noise. When Not to Classify: Anomaly Detection of Attacks (ADA) on DNN Classifiers at Test Time. Toward a new approach for massive LiDAR data processing. Graph Neural Networks and Boolean Satisfiability. Robotic Tactile Perception of Object Properties: A Review. A …
Paper Group ANR 252

Paper Group ANR 252

July 28, 2019

Maximum Selection and Ranking under Noisy Comparisons. DeepBrain: Functional Representation of Neural In-Situ Hybridization Images for Gene Ontology Classification Using Deep Convolutional Autoencoders. SeeThrough: Finding Chairs in Heavily Occluded Indoor Scene Images. Deeply-Supervised CNN for Prostate Segmentation. Evaluation of PPG Biometrics f …
Paper Group ANR 255

Paper Group ANR 255

July 28, 2019

Gated Recurrent Neural Tensor Network. Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis. A Generalised Directional Laplacian Distribution: Estimation, Mixture Models and Audio Source Separation. A New 3D Segmentation Methodology for Lumbar Vertebral Bodies for the Measurement of BMD and Geometry. Mathema …
Paper Group ANR 283

Paper Group ANR 283

July 28, 2019

Understanding a Version of Multivariate Symmetric Uncertainty to assist in Feature Selection. SPARTan: Scalable PARAFAC2 for Large & Sparse Data. Differential Geometric Retrieval of Deep Features. Small Drone Field Experiment: Data Collection & Processing. Sample, computation vs storage tradeoffs for classification using tensor subspace models. Sha …
Paper Group ANR 285

Paper Group ANR 285

July 28, 2019

Optimal Resource Allocation in Distributed Broadband Wireless Communication Systems. Projection Free Rank-Drop Steps. Modeling the dynamics of domain specific terminology in diachronic corpora. Note on Evolution and Forecasting of Requirements: Communications Example. Predictive Liability Models and Visualizations of High Dimensional Retail Employe …
Paper Group ANR 288

Paper Group ANR 288

July 28, 2019

UBSegNet: Unified Biometric Region of Interest Segmentation Network. Convolutional Neural Networks: Ensemble Modeling, Fine-Tuning and Unsupervised Semantic Localization for Intraoperative CLE Images. Effective Spoken Language Labeling with Deep Recurrent Neural Networks. Efficient and Effective Single-Document Summarizations and A Word-Embedding M …
Paper Group ANR 289

Paper Group ANR 289

July 28, 2019

Mobile Quantification and Therapy Course Tracking for Gait Rehabilitation. Low-Resource Neural Headline Generation. Generalized Rank Pooling for Activity Recognition. Information-Theoretic Representation Learning for Positive-Unlabeled Classification. An Adaptivity Hierarchy Theorem for Property Testing. LEARN: Learned Experts’ Assessment-based Rec …
Paper Group ANR 308

Paper Group ANR 308

July 28, 2019

Semi-supervised Learning based on Distributionally Robust Optimization. Sensing Urban Land-Use Patterns By Integrating Google Tensorflow And Scene-Classification Models. Traffic scene recognition based on deep cnn and vlad spatial pyramids. Traffic Flow Forecasting Using a Spatio-Temporal Bayesian Network Predictor. A Computational Approach to Rela …
Paper Group ANR 309

Paper Group ANR 309

July 28, 2019

Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection. Cartoonish sketch-based face editing in videos using identity deformation transfer. Towards personalized human AI interaction - adapting the behavior of AI agents using neural signatures of subjective interest. Learning to Use Lea …
Paper Group ANR 342

Paper Group ANR 342

July 28, 2019

SAR Target Recognition Using the Multi-aspect-aware Bidirectional LSTM Recurrent Neural Networks. Consistent Multiple Graph Matching with Multi-layer Random Walks Synchronization. A Fuzzy Brute Force Matching Method for Binary Image Features. Learning to Predict Charges for Criminal Cases with Legal Basis. Multi-kernel learning of deep convolutiona …
Paper Group ANR 353

Paper Group ANR 353

July 28, 2019

A Stronger Foundation for Computer Science and P=NP. IMU2Face: Real-time Gesture-driven Facial Reenactment. A Deep Recurrent Framework for Cleaning Motion Capture Data. Enabling Embodied Analogies in Intelligent Music Systems. Joint Prediction of Depths, Normals and Surface Curvature from RGB Images using CNNs. Metrics for Deep Generative Models. C …
Paper Group ANR 357

Paper Group ANR 357

July 28, 2019

Stochastic Neighbor Embedding separates well-separated clusters. Exemplar-Centered Supervised Shallow Parametric Data Embedding. Interpretation of Mammogram and Chest X-Ray Reports Using Deep Neural Networks - Preliminary Results. From Modal to Multimodal Ambiguities: a Classification Approach. 2D-3D Fully Convolutional Neural Networks for Cardiac …
Paper Group ANR 372

Paper Group ANR 372

July 28, 2019

Optimisation of photometric stereo methods by non-convex variational minimisation. How hard is it to cross the room? – Training (Recurrent) Neural Networks to steer a UAV. Entropy, neutro-entropy and anti-entropy for neutrosophic information. Cross-lingual Distillation for Text Classification. Inception Score, Label Smoothing, Gradient Vanishing a …
Paper Group ANR 376

Paper Group ANR 376

July 28, 2019

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss. Understanding and Predicting The Attractiveness of Human Action Shot. Dimensionality Reduction on Grassmannian via Riemannian Optimization: A Generalized Perspective. Automatic Disambiguation of French Discourse Connectives. UTS submission to Google YouTube-8M Challenge …
Paper Group ANR 382

Paper Group ANR 382

July 28, 2019

Hand Gesture Recognition with Leap Motion. Driver Action Prediction Using Deep (Bidirectional) Recurrent Neural Network. Learning detectors of malicious web requests for intrusion detection in network traffic. Artificial Intelligence as Structural Estimation: Economic Interpretations of Deep Blue, Bonanza, and AlphaGo. Content-based similar documen …
Paper Group ANR 383

Paper Group ANR 383

July 28, 2019

Perishability of Data: Dynamic Pricing under Varying-Coefficient Models. A Neural Comprehensive Ranker (NCR) for Open-Domain Question Answering. Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent. Geometry of Factored Nuclear Norm Regularization. On the Suboptimality of Proximal Gradient Descent for $\ell^{0}$ Sparse …
Paper Group ANR 385

Paper Group ANR 385

July 28, 2019

Linear Regression with Shuffled Labels. “I know it when I see it”. Visualization and Intuitive Interpretability. Sliced Wasserstein Kernel for Persistence Diagrams. Normalized Total Gradient: A New Measure for Multispectral Image Registration. Employing Weak Annotations for Medical Image Analysis Problems. Disentangling group and link persistence i …