7 citations · 15 across the 7 of their papers we have counts for
7 papers
Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation
Chung-Soo Ahn, Jagath C. Rajapakse, Rajib Rana
While speech emotion recognition (SER) research has made significant progress, achieving generalization across various corpora continues to pose a problem. We propose a novel domai…
Self-supervised learning for hotspot detection and isolation from thermal images
Shreyas Goyal, Jagath C. Rajapakse
Hotspot detection using thermal imaging has recently become essential in several industrial applications, such as security applications, health applications, and equipment monitori…
Multi-modal Graph Neural Network for Early Diagnosis of Alzheimer's Disease from sMRI and PET Scans
Yanteng Zhanga, Xiaohai He, Yi Hao Chan +2
In recent years, deep learning models have been applied to neuroimaging data for early diagnosis of Alzheimer's disease (AD). Structural magnetic resonance imaging (sMRI) and posit…
Marshall-Olkin Power-Law Distributions in Length-Frequency of Entities
Xiaoshi Zhong, Xiang Yu, Erik Cambria +1
Entities involve important concepts with concrete meanings and play important roles in numerous linguistic tasks. Entities have different forms in different linguistic tasks and re…
Large Language Models for Few-Shot Named Entity Recognition
Yufei Zhao, Xiaoshi Zhong, Erik Cambria +1
Named entity recognition (NER) is a fundamental task in numerous downstream applications. Recently, researchers have employed pre-trained language models (PLMs) and large language…
Deep neural network ensemble by data augmentation and bagging for skin lesion classification
Manik Goyal, Jagath C. Rajapakse
This work summarizes our submission for the Task 3: Disease Classification of ISIC 2018 challenge in Skin Lesion Analysis Towards Melanoma Detection. We use a novel deep neural net…
Automatic segmentation of skin lesions using deep learning
Joshua Peter Ebenezer, Jagath C. Rajapakse
This paper summarizes the method used in our submission to Task 1 of the International Skin Imaging Collaboration's (ISIC) Skin Lesion Analysis Towards Melanoma Detection challenge…