Unimodal regularisation based on beta distribution for deep ordinal regression

Facial Age Estimation with Bilateral Relationships Exploitation

(2021) Qing Tian et al.   NEUROCOMPUTING

Automated segmentation of the optic disc from fundus images using an asymmetric deep learning network

(2021) Lei Wang et al.   PATTERN RECOGNITION

An ordinal CNN approach for the assessment of neurological damage in Parkinson’s disease patients

(2021) Javier Barbero-Gómez et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Decade Survey of Content Based Image Retrieval Using Deep Learning

(2021) Shiv Ram Dubey   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Unimodal regularized neuron stick-breaking for ordinal classification

(2020) Xiaofeng Liu et al.   NEUROCOMPUTING

SMPLR: Deep learning based SMPL reverse for 3D human pose and shape recovery

(2020) Meysam Madadi et al.   PATTERN RECOGNITION

Adversarial Examples: Attacks and Defenses for Deep Learning

(2019) Xiaoyong Yuan et al.   IEEE Transactions on Neural Networks and Learning Systems

Ordinal regression algorithms for the analysis of convective situations over Madrid-Barajas airport

(2019) D. Guijo-Rubio et al.   ATMOSPHERIC RESEARCH

MDFN: Multi-scale deep feature learning network for object detection

(2019) Wenchi Ma et al.   PATTERN RECOGNITION

Deep label refinement for age estimation

(2019) Peipei Li et al.   PATTERN RECOGNITION

Enhancing Sketch-Based Image Retrieval by CNN Semantic Re-ranking

(2019) Luo Wang et al.   IEEE Transactions on Cybernetics

Embedding Visual Hierarchy With Deep Networks for Large-Scale Visual Recognition

(2018) Tianyi Zhao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Music auto-tagging using deep Recurrent Neural Networks

(2018) Guangxiao Song et al.   NEUROCOMPUTING

Weighted kappa loss function for multi-class classification of ordinal data in deep learning

(2018) Jordi de la Torre et al.   PATTERN RECOGNITION LETTERS

A convex formulation for multiple ordinal output classification

(2018) Zhongchen Ma et al.   PATTERN RECOGNITION

Diagnosing deep learning models for high accuracy age estimation from a single image

(2017) Junliang Xing et al.   PATTERN RECOGNITION

Effective training of convolutional neural networks for face-based gender and age prediction

(2017) Grigory Antipov et al.   PATTERN RECOGNITION

Ordinal Regression Methods: Survey and Experimental Study

(2016) Pedro Antonio Gutierrez et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Semi-supervised learning for ordinal Kernel Discriminant Analysis

(2016) M. Pérez-Ortiz et al.   NEURAL NETWORKS

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

The ordinal relation preserving binary codes

(2015) Hongwei Zhao et al.   PATTERN RECOGNITION

Metrics to guide a multi-objective evolutionary algorithm for ordinal classification

(2014) M. Cruz-Ramírez et al.   NEUROCOMPUTING

Human Age Estimation With Regression on Discriminative Aging Manifold

(2008) Yun Fu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

The unimodal model for the classification of ordinal data

(2007) Joaquim F. Pinto da Costa et al.   NEURAL NETWORKS