Texture Classification

Paper Group AWR 28

February 2, 2020

Deep Learning with ConvNET Predicts Imagery Tasks Through EEG. Brain Signal Classification via Learning Connectivity Structure. Deep Learning on Small Datasets without Pre-Training using Cosine Loss. Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks. Multi-resolution CSI Feedback with deep learning in Massive …

Paper Group ANR 3

January 31, 2020

High-Performance Deep Learning via a Single Building Block. Realistic Ultrasonic Environment Simulation Using Conditional Generative Adversarial Networks. A Survey of Deep Learning-based Object Detection. Towards Explainable Deep Neural Networks (xDNN). Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution. …

Paper Group AWR 409

January 31, 2020

VoIDext: Vocabulary and Patterns for Enhancing Interoperable Datasets with Virtual Links. Lookahead Optimizer: k steps forward, 1 step back. Loam_livox: A fast, robust, high-precision LiDAR odometry and mapping package for LiDARs of small FoV. Soil Texture Classification with 1D Convolutional Neural Networks based on Hyperspectral Data. Adversarial …

Paper Group ANR 431

January 30, 2020

Reinforcement-Learning-Based Variational Quantum Circuits Optimization for Combinatorial Problems. Cryo-Electron Microscopy Image Analysis Using Multi-Frequency Vector Diffusion Maps. The Information Complexity of Learning Tasks, their Structure and their Distance. A New Benchmark Dataset for Texture Image Analysis and Surface Defect Detection. Pre …

Paper Group ANR 640

January 29, 2020

Eye in the Sky: Drone-Based Object Tracking and 3D Localization. Using Logical Specifications of Objectives in Multi-Objective Reinforcement Learning. Radio Resource Allocation in 5G New Radio: A Neural Networks Based Approach). The Quest for Interpretable and Responsible Artificial Intelligence. Maximal Margin Distribution Support Vector Regressio …

Paper Group ANR 641

January 29, 2020

Texture image analysis and texture classification methods - A review. Boundary-Preserved Deep Denoising of the Stochastic Resonance Enhanced Multiphoton Images. Naver Labs Europe’s Systems for the WMT19 Machine Translation Robustness Task. Making Sense of Vision and Touch: Learning Multimodal Representations for Contact-Rich Tasks. Composing Task-A …

Paper Group ANR 706

January 29, 2020

Constructing the Matrix Multilayer Perceptron and its Application to the VAE. Scalable Deep Unsupervised Clustering with Concrete GMVAEs. A Test Suite and Manual Evaluation of Document-Level NMT at WMT19. Teaching Responsible Data Science: Charting New Pedagogical Territory. Using Neural Networks for Relation Extraction from Biomedical Literature. …

Paper Group ANR 739

January 29, 2020

Prediction of Malignant & Benign Breast Cancer: A Data Mining Approach in Healthcare Applications. Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data. Towards Automatic Bot Detection in Twitter for Health-related Tasks. Long-length Legal Document Classification. 3D Geometric salient patterns analysis on 3D meshes. …

Paper Group ANR 804

January 28, 2020

Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization. LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data. WaveCycleGAN2: Time-domain Neural Post-filter for Speech Waveform Generation. Regularized Estimation of High-Dimensional Vector AutoRegressions with Weakly Dependent Innovati …

Paper Group ANR 1075

January 27, 2020

Mixture-Model-based Bounding Box Density Estimation for Object Detection. Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets. Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding. Knowledge Graph Embedding Bi-Vector Models for Symmetric Relation. MinWikiSplit: …

Paper Group ANR 1138

January 27, 2020

An Effective and Efficient Method for Detecting Hands in Egocentric Videos for Rehabilitation Applications. Human-Robot Collaboration via Deep Reinforcement Learning of Real-World Interactions. 26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone. Texture CNN for Histopathological Image Classification. PAC Identi …

Paper Group ANR 1160

January 27, 2020

Exploring Stereovision-Based 3-D Scene Reconstruction for Augmented Reality. Challenging the Boundaries of Speech Recognition: The MALACH Corpus. A New CGAN Technique for Constrained Topology Design Optimization. MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples. Remote Heart Rate Measurement from Highly Co …

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 1193

January 27, 2020

$\mathcal{G}$-softmax: Improving Intra-class Compactness and Inter-class Separability of Features. Adaptive Segmentation of Knee Radiographs for Selecting the Optimal ROI in Texture Analysis. Response of Selective Attention in Middle Temporal Area. Learning Numeral Embeddings. Weighted Mean Curvature. Augmented Utilitarianism for AGI Safety. An Eff …

Paper Group ANR 1511

January 26, 2020

A Modern Retrospective on Probabilistic Numerics. Procrustes registration of two-dimensional statistical shape models without correspondences. Fine-grained lesion annotation in CT images with knowledge mined from radiology reports. Persistence Curves: A canonical framework for summarizing persistence diagrams. Visualizing Representational Dynamics …

Paper Group ANR 1526

January 26, 2020

Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification. Correlation Coefficients and Semantic Textual Similarity. DPPNet: Approximating Determinantal Point Processes with Deep Networks. ScienceExamCER: A High-Density Fine-Grained Science-Domain Corpus for Common Entity Recognition. DeepSFM: Structure From Motion Vi …

Paper Group ANR 1579

January 26, 2020

Lane Detection For Prototype Autonomous Vehicle. Semi-Supervised Self-Growing Generative Adversarial Networks for Image Recognition. Global and country-specific mainstreaminess measures: Definitions, analysis, and usage for improving personalized music recommendation systems. Segmentation of Skeletal Muscle in Thigh Dixon MRI Based on Texture Analy …

Paper Group ANR 1622

January 25, 2020

Fingerspelling recognition in the wild with iterative visual attention. Robust Online Multi-target Visual Tracking using a HISP Filter with Discriminative Deep Appearance Learning. Action-Centered Information Retrieval. Multiscale Nakagami parametric imaging for improved liver tumor localization. General risk measures for robust machine learning. I …

Paper Group NANR 99

January 24, 2020

Psychophysical vs. learnt texture representations in novelty detection. Unsupervised Morphological Segmentation for Low-Resource Polysynthetic Languages. NICT’s Supervised Neural Machine Translation Systems for the WMT19 Translation Robustness Task. Efficient learning of Output Tier-based Strictly 2-Local functions. Relation Parsing Neural Network …