A Machine Learning Paradigm for Studying Pictorial Realism: How Accurate are Constable's Clouds? |
|
Robust deep neural network surrogate models with uncertainty quantification via adversarial training |
|
Multi-view clustering by CPS-merge analysis with application to multimodal single-cell data |
|
Statistical and machine learning methods for immunoprofiling based on single-cell data |
|
Applications of the Geometry-Sensitive Ensemble Mean for Lake-Effect Snowbands and Other Weather Phenomena |
|
Multisource single-cell data integration by MAW barycenter for Gaussian mixture models |
|
Optimal Transport With Relaxed Marginal Constraints |
|
Block-Wise Variable Selection for Clustering Via Latent States of Mixture Models |
|
A fast globally linearly convergent algorithm for the computation of wasserstein barycenters |
|
CPS analysis: Self-contained validation of biomedical data clustering |
|
Aggregated Wasserstein Distance and State Registration for Hidden Markov Models |
|
Detecting Comma-Shaped Clouds for Severe Weather Forecasting Using Shape and Motion |
|
Optimal transport, mean partition, and uncertainty assessment in cluster analysis |
|
Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data |
|
ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild |
|
Advancing science and technology with big data analytics |
|
Development and validation of Image Stimuli for Emotion Elicitation (ISEE): A novel affective pictorial system with test-retest repeatability |
|
Geometry-Sensitive Ensemble Mean Based on Wasserstein Barycenters: Proof-of-Concept on Cloud Simulations |
|
Fast discrete distribution clustering using wasserstein barycenter with sparse support |
|
Severe Thunderstorm Detection by Visual Learning Using Satellite Images |
|
Clustering with Hidden Markov Model on Variable Blocks |
|
Baum-Welch algorithm on directed acyclic graph for mixtures with latent Bayesian networks |
|
Distance-based mixture modeling for classification via hypothetical local mapping |
|
Parallel massive clustering of discrete distributions |
|
Enhancing training collections for image annotation: An instance-weighted mixture modeling approach |
|
Mapping shape quantitative trait loci using a radius-centroid-contour model |
|
Variable selection for clustering by separability based on ridgelines |
|
Rhythmic brushstrokes distinguish van gogh from his contemporaries: Findings via automated brushstroke extraction |
|
OSCAR: On-site composition and aesthetics feedback through exemplars for photographers |
|
Agglomerative connectivity constrained clustering for image segmentation |
|
Aesthetics and emotions in images |
|
Automatic image semantic interpretation using social action and tagging data |
|
Two-way Gaussian mixture models for high dimensional classification |
|
Large-scale image and video search: Challenges, technologies, and trends |
|
Exploiting the humanmachine gap in image recognition for designing CAPTCHAs |
|
Real-time computerized annotation of pictures |
|
Image retrieval: Ideas, influences, and trends of the new age |
|
Forecasting Web page views: Methods and observations |
|
Image processing for artist identification: Computerized analysis of Vincent van Gogh's painting brushstrokes |
|
“CAT: A Graphical User Interface for Visualization and Level-of-Detail Control for Large Scale Image Collections” |
|
A nonparametric statistical approach to clustering via mode identification |
|
Generative models for name disambiguation |
|
A computationally efficient approach to the estimation of two- and three-dimensional hidden Markov models |
|
Machine annotation and retrieval for digital imagery of historical materials |
|
Two-way Poisson mixture models for simultaneous document classification and word clustering |
|
The story picturing engine - A system for automatic text illustration |
|
Clustering based on a multilayer mixture model |
|
Regulatory potential scores from genome-wide three-way alignments of human, mouse, and rat |
|
Studying digital imagery of ancient paintings by mixtures of stochastic models |
|
Automatic linguistic indexing of pictures by a statistical modeling approach |
|
Distinguishing regulatory DNA from neutral sites. |
|
Covariation in frequencies of substitution, deletion, transposition, and recombination during eutherian evolution. |
|
A Lagrangian formulation of Zador's entropy-constrained quantization theorem |
|
Initial sequencing and comparative analysis of the mouse genome |
|
SIMPLIcity: Semantics-sensitive integrated Matching for Picture Libraries |
|
Unsupervised multiresolution on segmentation for images with low depth of field |
|
Context-based multiscale classification of document images using wavelet coefficient distributions |
|
Image classification by a two-dimensional hidden Markov model |
|
Multiresolution image classification by hierarchical modeling with two-dimensional hidden Markov models |
|
Semantics-sensitive retrieval for digital picture libraries |
|
Asymptotic performance of vector quantizers with a perceptual distortion measure |
|
Image classification by a two dimensional hidden Markov model |
|
Joint image compression and classification with vector quantization and a two dimensional hidden Markov model |
|
System for screening objectionable images |
|
Image quality in lossy compressed digital mammograms |
|