Rajib Rana

University of Southern Queensland

H-index: 31

Oceania-Australia

About Rajib Rana

Rajib Rana, With an exceptional h-index of 31 and a recent h-index of 25 (since 2020), a distinguished researcher at University of Southern Queensland, specializes in the field of Deep Learning Neural Networks, Representation Learning, Unsupervised Learning, Reinforcement.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression Recognition

emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition

Improving Speech Emotion Recognition Performance using Differentiable Architecture Search

Natural language processing in electronic health records in relation to healthcare decision-making: a systematic review

Improving the domain adaptation of retrieval augmented generation (RAG) models for open domain question answering

A Novel Employability Embedding Framework for Three-Year Bachelor's Programs.

Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation

HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting

Rajib Rana Information

University	University of Southern Queensland
Position	Associate Professor
Citations(all)	3708
Citations(since 2020)	2243
Cited By	2219
hIndex(all)	31
hIndex(since 2020)	25
i10Index(all)	50
i10Index(since 2020)	40
Email	Access Email
University Profile Page	University of Southern Queensland
Google Scholar	View Google Scholar Profile

Rajib Rana Skills & Research Interests

Deep Learning Neural Networks

Representation Learning

Unsupervised Learning

Reinforcement

Top articles of Rajib Rana

Title	Journal	Author(s)	Publication Date
A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression Recognition	arXiv preprint arXiv:2403.14318	Ali Ezati Mohammadreza Dezyani Rajib Rana Roozbeh Rajabi Ahmad Ayatollahi	2024/3/21
emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition	arXiv preprint arXiv:2403.14083	Thejan Rajapakshe Rajib Rana Sara Khalifa Berrak Sisman Bjorn W Schuller ...	2024/3/21
Improving Speech Emotion Recognition Performance using Differentiable Architecture Search	arXiv preprint arXiv:2305.14402	Thejan Rajapakshe Rajib Rana Sara Khalifa Berrak Sisman Björn Schuller	2023/5/23
Natural language processing in electronic health records in relation to healthcare decision-making: a systematic review		Elias Hossain Rajib Rana Niall Higgins Jeffrey Soar Prabal Datta Barua ...	2023/3/1
Improving the domain adaptation of retrieval augmented generation (RAG) models for open domain question answering	Transactions of the Association for Computational Linguistics	Shamane Siriwardhana Rivindu Weerasekera Elliott Wen Tharindu Kaluarachchi Rajib Rana ...	2023/1/12
A Novel Employability Embedding Framework for Three-Year Bachelor's Programs.	Journal of Teaching and Learning for Graduate Employability	Rajib Rana Linda Galligan Rouz Fard Tessa McCredie	2023
Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation	arXiv preprint arXiv:2310.04703	Chung-Soo Ahn Jagath C Rajapakse Rajib Rana	2023/10/7
HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting	Mathematics	Farhana Tazmim Pinki Md Abdul Awal Khondoker Mirazul Mumenin Md Shahadat Hossain Jabed Al Faysal ...	2023/9/18
Ai-based emotion recognition: Promise, peril, and prescriptions for prosocial path	arXiv preprint arXiv:2211.07290	Siddique Latif Hafiz Shehbaz Ali Muhammad Usama Rajib Rana Björn Schuller ...	2022/11/14
A novel policy for pre-trained deep reinforcement learning for speech emotion recognition		Thejan Rajapakshe Rajib Rana Sara Khalifa Jiajun Liu Bjorn Schuller	2022/2/14
Multitask learning from augmented auxiliary data for improving speech emotion recognition	IEEE Transactions on Affective Computing	Siddique Latif Rajib Rana Sara Khalifa Raja Jurdak Björn W Schuller	2022/7/22
Sigrep: Toward robust wearable emotion recognition with contrastive representation learning	IEEE Access	Vipula Dissanayake Sachith Seneviratne Rajib Rana Elliott Wen Tharindu Kaluarachchi ...	2022/2/7
Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition	arXiv preprint arXiv:2207.12248	Thejan Rajapakshe Rajib Rana Sara Khalifa Bjorn W Schuller	2022/7/7
Emotion intensity and its control for emotional voice conversion	IEEE Transactions on Affective Computing	Kun Zhou Berrak Sisman Rajib Rana Björn W Schuller Haizhou Li	2023
Speech synthesis with mixed emotions	IEEE Transactions on Affective Computing	Kun Zhou Berrak Sisman Rajib Rana BW Schuller Haizhou Li	2023/12
Self supervised adversarial domain adaptation for cross-corpus and cross-language speech emotion recognition	IEEE Transactions on Affective Computing	Siddique Latif Rajib Rana Sara Khalifa Raja Jurdak Bjorn Wolfgang Schuller	2022/4/13
Survey of deep representation learning for speech emotion recognition	IEEE Transactions on Affective Computing	Siddique Latif Rajib Rana Sara Khalifa Raja Jurdak Junaid Qadir ...	2021/9/21
Guided generative adversarial neural network for representation learning and audio generation using fewer labelled audio data	IEEE/ACM Transactions on Audio, Speech, and Language Processing	Kazi Nazmul Haque Rajib Rana Jiajun Liu John HL Hansen Nicholas Cummins ...	2021/7/21
Deep representation learning in speech processing: Challenges, recent advances, and future trends	arXiv preprint arXiv:2001.00378	Siddique Latif Rajib Rana Sara Khalifa Raja Jurdak Junaid Qadir ...	2020/1/2
Deep reinforcement learning with pre-training for time-efficient training of automatic speech recognition	arXiv preprint arXiv:2005.11172	Thejan Rajapakshe Siddique Latif Rajib Rana Sara Khalifa Björn W Schuller	2020/5/21