A Review of Deep Transfer Learning and Recent Advancements

Deep transfer learning-based visual classification of pressure injuries stages

(2022) Betul Ay et al.   NEURAL COMPUTING & APPLICATIONS

Facial Emotion Recognition Using Transfer Learning in the Deep CNN

(2021) M. A. H. Akhand et al.   Electronics

UAV swarm based radar signal sorting via multi-source data fusion: A deep transfer learning framework

(2021) Liangtian Wan et al.   Information Fusion

Progressive Transfer Learning Approach for Identifying the Leaf Type by Optimizing Network Parameters

(2021) Deepa Joshi et al.   NEURAL PROCESSING LETTERS

MCFT-CNN: Malware classification with fine-tune convolution neural networks using traditional and transfer learning in Internet of Things

(2021) Sudhakar et al.   Future Generation Computer Systems-The International Journal of eScience

Classification of analyzable metaphase images using transfer learning and fine tuning

(2021) Abdulkadir Albayrak   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Factors of Influence for Transfer Learning Across Diverse Appearance Domains and Task Types

(2021) Thomas Mensink et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automated Invasive Ductal Carcinoma Detection Based Using Deep Transfer Learning with Whole-Slide Images

(2020) Yusuf Celik et al.   PATTERN RECOGNITION LETTERS

Automated Deep Transfer Learning-Based Approach for Detection of COVID-19 Infection in Chest X-rays

(2020) N. Narayan Das et al.   IRBM

Classification of the COVID-19 infected patients using DenseNet201 based deep transfer learning

(2020) Aayush Jaiswal et al.   JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS

A deep transfer learning model with classical data augmentation and CGAN to detect COVID-19 from chest CT radiography digital images

(2020) Mohamed Loey et al.   NEURAL COMPUTING & APPLICATIONS

A Comprehensive Survey on Transfer Learning

(2020) Fuzhen Zhuang et al.   PROCEEDINGS OF THE IEEE

Deep Transfer Learning for Signal Detection in Ambient Backscatter Communications

(2020) Chang Liu et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Brain tumor classification using deep CNN features via transfer learning

(2019) S. Deepak et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Online detection for bearing incipient fault based on deep transfer learning

(2019) Wentao Mao et al.   MEASUREMENT

Diagnosing Rotating Machines With Weakly Supervised Data Using Deep Transfer Learning

(2019) Xiang Li et al.   IEEE Transactions on Industrial Informatics

An adaptive deep transfer learning method for bearing fault diagnosis

(2019) Zhenghong Wu et al.   MEASUREMENT

Progressive Transfer Learning and Adversarial Domain Adaptation for Cross-Domain Skin Disease Classification

(2019) Yanyang Gu et al.   IEEE Journal of Biomedical and Health Informatics

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep transfer learning for military object recognition under small training set condition

(2018) Zhi Yang et al.   NEURAL COMPUTING & APPLICATIONS

Automatic ICD-9 coding via deep transfer learning

(2018) Min Zeng et al.   NEUROCOMPUTING

Empirical Study and Improvement on Deep Transfer Learning for Human Activity Recognition

(2018) Renjie Ding et al.   SENSORS

Application of deep transfer learning for automated brain abnormality classification using MR images

(2018) Muhammed Talo et al.   Cognitive Systems Research

Video-based emotion recognition in the wild using deep transfer learning and score fusion

(2017) Heysem Kaya et al.   IMAGE AND VISION COMPUTING

A New Deep Transfer Learning Based on Sparse Auto-Encoder for Fault Diagnosis

(2017) Long Wen et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Folding Membrane Proteins by Deep Transfer Learning

(2017) Sheng Wang et al.   Cell Systems

Systematic literature reviews in software engineering – A systematic literature review

(2008) Barbara Kitchenham et al.   INFORMATION AND SOFTWARE TECHNOLOGY